Intel Technology Journal

Size: px
Start display at page:

Download "Intel Technology Journal"

Transcription

1 Volume 8 ssue Publshed, August, N 55-86X ntel Technology Journal WMAX calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN A compled verson of all papers from ths ssue of the ntel Technology Journal can be found at:

2 ntel Technology Journal, Volume 8, ssue, calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN Hassan Yaghoob, ntel Communcatons Group, ntel Corporaton ndex words: OFDMA, calable, EEE 8.6, WrelessMAN, subchannel, subcarrer ABTRACT The concept of scalablty was ntroduced to the EEE 8.6 WrelessMAN Orthogonal Frequency Dvson Multplexng Access (OFDMA) mode by the 8.6 Task Group e (TGe). A scalable physcal layer enables standard-based solutons to delver optmum performance n channel bandwdths rangng from.5 MHz to MHz wth fxed subcarrer spacng for both fxed and portable/moble usage models, whle keepng the product cost low. The archtecture s based on a scalable subchannelzaton structure wth varable Fast Fourer Transform (FFT) szes accordng to the channel bandwdth. n addton to varable FFT szes, the specfcaton supports other features such as Advanced Modulaton and Codng (AMC) subchannels, Hybrd Automatc Repeat Request (H-AR), hgh-effcency uplnk subchannel structures, Multple-nput-Multple- Output (MMO) dversty, and coverage enhancng safety channels, as well as other OFDMA default features such as dfferent subcarrer allocatons and dversty schemes. The purpose of ths paper s to provde a bref tutoral on the EEE 8.6 WrelessMAN OFDMA wth an emphass on scalable OFDMA. NTRODUCTON The EEE 8.6 WrelessMAN standard [] provdes specfcatons for an ar nterface for fxed, portable, and moble broadband wreless access systems. The standard ncludes requrements for hgh data rate Lne of ght (LO) operaton n the -66 GHz range for fxed wreless networks as well as requrements for Non Lne of ght (NLO) fxed, portable, and moble systems operatng n sub GHz lcensed and lcensed-exempt bands. Because of ts superor performance n multpath fadng wreless channels, Orthogonal Frequency Dvson Multplexng (OFDM) sgnalng s recommended n OFDM and WrelessMAN OFDMA Physcal (PHY) layer modes of the 8.6 standard for operaton n sub GHz NLO applcatons. OFDM technology has been recommended n other wreless standards such as Dgtal Vdeo Broadcastng (DVB) [] and Wreless Local Area Networkng (WLAN) []-[], and t has been successfully mplemented n the complant solutons. Amendments for PHY and Medum Access Control (MAC) layers for moble operaton are beng developed (workng drafts [5] are beng debated at the tme of publcaton of ths paper) by TGe of the 8.6 Workng Group. The task group s responsblty s to develop enhancement specfcatons to the standard to support ubscrber tatons () movng at vehcular speeds and thereby specfy a system for combned fxed and moble broadband wreless access. Functons to support optonal PHY layer structures, moble-specfc MAC enhancements, hgher-layer handoff between Base tatons (B) or sectors, and securty features are among those specfed. Operaton n moble mode s lmted to lcensed bands sutable for moblty between and 6 GHz. Unlke many other OFDM-based systems such as WLAN, the 8.6 standard supports varable bandwdth szes between.5 and MHz for NLO operatons. Ths feature, along wth the requrement for support of combned fxed and moble usage models, makes the need for a scalable desgn of OFDM sgnalng nevtable. More specfcally, nether one of the two OFDM-based modes of the 8.6 standard, WrelessMAN OFDM and OFDMA (wthout scalablty opton), can delver the knd of performance requred for operaton n vehcular moblty multpath fadng envronments for all bandwdths n the specfed range, wthout scalablty enhancements that guarantee fxed subcarrer spacng for OFDM sgnals. The concept of scalable OFDMA s ntroduced to the EEE 8.6 WrelessMAN OFDMA mode by the 8.6 TGe and has been the subject of many contrbutons to the standards commttee [6]-[9]. Other features such as AMC subchannels, Hybrd Automatc Repeat Request calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN

3 ntel Technology Journal, Volume 8, ssue, (H-AR), hgh-effcency Uplnk (UL) subchannel structures, Multple-nput-Multple-Output (MMO) dversty, enhanced Advanced Antenna ystems (AA), and coverage enhancng safety channels were ntroduced []-[] smultaneously to enhance coverage and capacty of moble systems whle provdng the tools to trade off moblty wth capacty. The rest of the paper s organzed as follows. n the next secton we cover multcarrer system requrements, drvers of scalablty, and desgn tradeoffs. We follow that wth a dscusson n the followng sx sectons of the OFDMA frame structure, subcarrer allocaton modes, Downlnk (DL) and UL MAP messagng, dversty optons, rangng n OFDMA, and channel codng optons. Note that although the EEE P8.6-REVd was ratfed shortly before the submsson of ths paper, the EEE P8.6e was stll n draft stage at the tme of submsson, and the contents of ths paper therefore are based on proposed contrbutons to the workng group. MULTCARRER DEGN REUREMENT AND TRADEOFF A typcal early step n the desgn of an Orthogonal Frequency Dvson Multplexng (OFDM)-based system s a study of subcarrer desgn and the sze of the Fast Fourer Transform (FFT) where optmal operatonal pont balancng protecton aganst multpath, Doppler shft, and desgn cost/complexty s determned. For ths, we use Wde-ense tatonary Uncorrelated catterng (WU), a wdely used method to model tme varyng fadng wreless channels both n tme and frequency domans usng stochastc processes. Two man elements of the WU model are brefly dscussed here: Doppler spread and coherence tme of channel; and multpath delay spread and coherence bandwdth. A maxmum speed of 5 km/hr s used here n the analyss for support of moblty. Wth the excepton of hgh-speed trans, ths provdes a good coverage of vehcular speed n the U, Europe, and Asa. The maxmum Doppler shft [5] correspondng to the operaton at.5 GHz (selected as a mddle pont n the - 6 GHz frequency range) s gven by Equaton (). ν 5m / s f m 8Hz λ.86m Equaton () The worst-case Doppler shft value for 5 km/hr (5 m/s) would be 7 Hz for operaton at the 6 GHz upper lmt specfed by the standard. Usng a KHz subcarrer spacng, the nter Channel nterference (C) power correspondng to the Doppler shft calculated n Equaton () can be shown [6] to be lmted to -7 db. The coherence tme of the channel, a measure of tme varaton n the channel, correspondng to the Doppler shft specfed above, s calculated n Equaton () [5]. 9 T. ms C 6 π f m Equaton () Ths means an update rate of KHz s requred for channel estmaton and equalzaton. The maxmum delay spread for fxed broadband wreless s specfed by the tanford Unversty nterm (U) channel model [7]. The worst-case rms delay spread correspondng to U-6 (Terran Type A: hlly terran wth moderate-to-heavy tree denstes) channel s 5. µs. The nternatonal Telecommuncatons Unon (TU-R) Vehcular Channel Model B [8] shows delay spread values of up to µs for moble envronments. The subcarrer spacng desgn requres a flat fadng characterstc for worst-case delay spread values of µs wth a guard tme overhead of no more than % for a target delay spread of µs. The coherence bandwdth of the channel (5% frequency correlaton) correspondng to the µs delay spread, gven by Equaton () [5], s shown to be approxmately KHz. B KHz C 5 5 µ s σ τ Equaton () Ths means that for delay spread values of up to µs, multpath fadng can be consdered as flat fadng over a KHz subcarrer wdth. An OFDM system s also senstve to phase nose and the negatve mpact of mparment ncreases for narrower subcarrer spacng, whch makes the desgn more expensve and complex. The above ratonale, based on the coherence tme, Doppler shft, and coherence bandwdth of the channel, s the bass for the consderaton of a scalable structure where the FFT szes scale wth bandwdth to keep the subcarrer spacng fxed. mulaton results generated n [6] for a.5 MHz channel bandwdth when the FFT sze s kept at 8 shows a consderable amount of degradaton n performance plot (Bt Error Rate vs. gnal to Nose Rato) whch s clearly recognzable for 6-AM and hgh moblty. calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN

4 ntel Technology Journal, Volume 8, ssue, Table : OFDMA scalablty parameters Parameters Values ystem bandwdth (MHz) amplng frequency (F s,mhz) ample tme (/F s,nsec) FFT sze (N FFT ) ubcarrer frequency spacng Useful symbol tme (T b / f).679 khz 89.6 µs Guard tme (T g T b /8). µs OFDMA symbol tme (T s T b T g ).8 µs Wthout scalablty, performance s reduced or cost s ncreased for low- and md-sze channel bandwdths. Table summarzes the man scalablty parameters as recommended for adopton n the standard. Note that n Table, the over-samplng factor used s 8/7 (Fs floor(8/7 BW/.8)x.8) as globally specfed n the standard for all OFDMA operatons. The guard tme can attan any of the four possble values /, /8, /6 and /. By settng the value to /8 of an OFDM symbol, a maxmum of. µs delay spread can be tolerated wth an overhead of around %. WrelessMAN OFDMA supports a wde range of frame szes (see Table ) to flexbly address the need for varous applcatons and usage model requrements. Wth a 8 FFT sze, the number of OFDM symbols n the short frame sze, (e.g., ms), wll be very small for narrow bandwdths (less than OFDM symbols for.5 MHz band) whch makes the short frame szes practcally unusable (due to hgh overhead). Another advantage of scalablty s to guarantee a lower bound on the number of OFDM symbols per frame (partcularly a problem for small bandwdth and frame szes). Table : calable OFDMA frame szes Frame zes Frame zes (msec) (OFDM symbols) n the remander of ths paper, the followng tems are emphaszed as the drvers of scalablty and are revsted frequently. a. ubcarrer spacng s ndependent of bandwdth. b. The number of used subcarrers (and FFT sze) should scale wth bandwdth. c. The smallest unt of bandwdth allocaton, specfed based on the concept of subchannels (to be defned later), s fxed and ndependent of bandwdth and other modes of operaton. d. The number of subchannels scales wth FFT sze rather than wth the capacty of subchannels. e. Tools are provded to trade moblty for capacty. Note that fxng the capacty of the subchannel may not be the best choce especally for low-bandwdth systems where typcal applcatons are dfferent n nature. BAC OF OFDMA FRAME TRUCTURE There are three types of OFDMA subcarrers:. Data subcarrers for data transmsson.. Plot subcarrers for varous estmaton and synchronzaton purposes.. Null subcarrers for no transmsson at all, used for guard bands and DC carrers. Actve subcarrers are dvded nto subsets of subcarrers called subchannels. The subcarrers formng one subchannel may be, but need not be, adjacent. Bandwdth and MAP allocatons are done n subchannels. The plot allocaton s performed dfferently n dfferent subcarrer allocaton modes. For DL Fully Used ubchannelzaton (FUC), the plot tones are allocated frst and then the remanng subcarrers are dvded nto data subchannels. For DL Partally Used ubchannelzaton (PUC) and all UL modes, the set of used subcarrers, that s, data and plots, s frst calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN

5 ntel Technology Journal, Volume 8, ssue, parttoned nto subchannels, and then the plot subcarrers are allocated from wthn each subchannel. n FUC, there s one set of common plot subcarrers, but n PUC, each subchannel contans ts own set of plot subcarrers. another B rather than a servng B. multaneous ULs can be data allocatons and rangng or bandwdth requests. OFDMA ymbol Number ub-channel Logcal Number k k k k5 Preamble DL-MAP FCH UL-MAP UL-MAP DL Burst Broadcast DL Burst DL Burst Multcast k7 k9 k k k5 k8 k k k DL Burst DL Burst DL Burst (from B) DL Burst UL Burst UL Burst UL Burst UL Burst Preamble DL-MAP UL-MAP Plot ets Varable et # Varable et # Fxed et # Fxed et # RNG/BW-RE L ub-carrer Physcal ndex DL ub-frame TTG UL ub-frame RTG Fgure : Plot dstrbuton for FUC Fgure : OFDMA frame structure (TDD, PUC) n a DL, subchannels may be ntended for dfferent (groups of) recevers whle n UL, ubscrber tatons () may be assgned one or more subchannels and several transmtters may transmt smultaneously. The subcarrers formng one subchannel may, but need not be, adjacent. Fgure shows the OFDM frame structure for Tme Dvson Duplexng (TDD) mode. Each frame s dvded nto DL and UL subframes separated by Transmt/Receve and Receve/Transmt Transton (TTG and RTG, respectvely) gaps. Each DL subframe starts wth a preamble followed by the Frame Control Header (FCH), the DL-MAP, and a UL-MAP, respectvely. The FCH contans the DL Frame Prefx (DLFP) to specfy the burst profle and the length of the DL-MAP mmedately followng the FCH. The DLFP s a data structure transmtted at the begnnng of each frame and contans nformaton regardng the current frame; t s mapped to the FCH. Accordng to the OFDMA specfcatons, a DL-MAP message, f transmtted n the current frame, shall be the frst MAC PDU n the burst followng the FCH. An UL- MAP message shall mmedately follow ether the DL- MAP message (f one s transmtted) or the DLFP. f Uplnk Channel Descrptor (UCD) and Downlnk Channel Descrptor (DCD) messages are transmtted n the frame, they shall mmedately follow the DL-MAP and UL-MAP messages. multaneous DL allocatons can be broadcast, multcast, and uncast and they can also nclude an allocaton for UBCARRER ALLOCATON MODE There are two man types of subcarrer permutatons: dstrbuted and adjacent. n general, dstrbuted subcarrer permutatons perform very well n moble applcatons whle adjacent subcarrer permutatons can be properly used for fxed, portable, or low moblty envronments. These optons enable the system desgners to trade moblty for throughput. n the followng secton, varous subcarrer allocaton modes are dentfed and ther man characterstcs are summarzed. DL Dstrbuted ubcarrer Permutatons: Fully Used ubchannelzaton (FUC) Ths method uses all the subchannels and employs fullchannel dversty by dstrbutng the allocated subcarrers to subchannels usng a permutaton mechansm. Ths mechansm s desgned to mnmze the probablty of hts (probably of usng the same physcal subcarrers n adjacent cells and sectors) between adjacent sectors/cells by reusng subcarrers whle frequency dversty mnmzes the performance degradaton due to fast fadng characterstcs of moble envronments. Table summarzes the subcarrer allocaton structure parameters. n DL FUC, there are varable and fxed sets of plots. The fxed sets are used n all OFDM symbols whle the varable sets are dvded nto subsets that are used n odd and even symbols alternatvely. Ths provdes an approprate tradeoff between allocated power and frequency dversty on plots for channel estmaton. Fgure shows the dstrbuton of varable and fxed sets calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN

6 ntel Technology Journal, Volume 8, ssue, of plots n the case of 8 FFT. Plot sets for other FFT szes are subsets of those for the 8 FFT. Table : DL dstrbuted subcarrer permutaton (FUC) Parameters Values ystem bandwdth (MHz) FFT sze (N FFT ) 8 N/A 5 8 Number of guard subcarrers N/A Number of used subcarrers 6 N/A Number of data subcarrers 96 N/A Number of plot subcarrers (uses both varable and constant sets) 9 N/A 8 66 Number of subchannels N/A 8 6 ubcarrer Permutaton Uses Permutaton Type for Tone Dstrbuton (Eq. 7 []) varable set only FFT sze of 56 s not supported Plot sub-carrers Plot sub-carrers Odd ymbols Even ymbols llustrated n Fgure, that spans over three OFDM symbols (n tme) of four subcarrers, each wth total of four plot subcarrers. Note that because of the DL and UL, cluster and tle structures are composed of two and three OFDM symbols, respectvely; the DL and UL subframe sze and the granularty of the DL and UL allocatons are also two or three OFDM symbols, respectvely. Table : DL dstrbuted subcarrer permutaton (PUC) Parameters Values ystem bandwdth (MHz) FFT sze (N FFT ) 8 N/A 5 8 Number of guard subcarrers Number of clusters/subchannels Number of used subcarrers Number of data subcarrers Number of plot subcarrers ubcarrer permutaton Cluster renumberng N/A / N/A /5 6/ /6 85 N/A N/A 6 7 N/A 6 Uses Permutaton Type for Tone Dstrbuton (Eq. 7 []) Actvated Fgure : DL PUC cluster structure DL and UL Dstrbuted ubcarrer Permutaton: Partally Used ubchannelzaton (PUC) Accordng to the OFDMA specfcaton, all OFDMA DL and UL subframes shall start n DL and UL PUC mode, respectvely. n DL PUC, subchannels are dvded and assgned to three segments that can be allocated to sectors of the same cell. The method employs fullchannel dversty by dstrbutng the allocated subcarrers to subchannels. A permutaton mechansm s desgned to mnmze the probablty of hts between adjacent sectors/cells by reusng subcarrers, whle frequency dversty mnmzes the performance degradaton due to fast fadng characterstcs of moble envronments. Table summarzes the parameters of DL PUC subcarrer allocaton. DL PUC uses a cluster structure, as llustrated n Fgure, whch spans over two OFDM symbols (n tme) of fourteen subcarrers, each wth a total of four plot subcarrers per cluster. Table 5 summarzes the parameters of UL PUC subcarrer allocaton. UL PUC uses a tle structure, as Optonal DL Dstrbuted ubcarrer Permutaton: Fully Used ubchannelzaton (OFUC) Ths method employs full-channel dversty by dstrbutng the allocated subcarrers to subchannels usng a permutaton mechansm desgned to mnmze the probablty of hts between adjacent sectors/cells by reusng subcarrers, whle frequency dversty mnmzes the performance degradaton due to fast fadng characterstcs of moble envronments. Table 6 summarzes the parameters of OFUC subcarrer allocaton. n OFUC, plots are mapped as specfed below, whch s dfferent from the assgnment n the FUC mode. Compared to FUC mode, the number of used subcarrers n ths method s consderably larger (68 vs. 79). As a result, complance wth spectral mask requrements, wthout a change n the over-samplng factor, may be a challenge for ths mode. calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN 5

7 ntel Technology Journal, Volume 8, ssue, Table 5: UL dstrbuted subcarrer permutaton (PUC) Table 6: DL dstrbuted subcarrer permutaton (optonal FUC) Parameters Values Parameters Values ystem bandwdth FFT sze (N FFT ) 8 N/A 5 8 ystem bandwdth FFT sze (N FFT ) 8 N/A 5 8 Number of guard subcarrers N/A 8 67 Number of guard subcarrers 9 N/A Number of tles N/A 55 Number of subchannels N/A Number of subcarrers per tle Number of used subcarrers Tle permutaton N/A 97 N/A Uses Permutaton Type for Tle Dstrbuton (Eq. 9 []) Number of used subcarrers Number of data subcarrers Number of plot subcarrers (Nplots) Number of data subcarrers per subchannel 9 N/A N/A N/A N/A ubcarrer permutaton Uses Permutaton Type for ubcarrer Dstrbuton (Eq. []) Optonal UL Dstrbuted ubcarrer Permutaton: Partally Used ubchannelzaton (OPUC) Ths method employs full-channel dversty by dstrbutng the allocated subcarrers to subchannels usng a permutaton mechansm desgned to mnmze the probablty of hts between adjacent sectors/cells by reusng subcarrers, whle frequency dversty mnmzes the performance degradaton due to fast fadng characterstcs of moble envronments. ymbol ymbol ymbol Plot sub-carrers Plot sub-carrers Fgure : UL PUC tle structure Table 7 summarzes the parameters of UL OPUC subcarrer allocaton. UL OPUC uses a tle structure, as llustrated n Fgure 5, that spans over three OFDM symbols (n tme) of three subcarrers each wth one plot subcarrer per tle. Number of subchannels N/A 8 6 ubcarrer permutaton Plot subcarrer ndex Uses Permutaton Type for Tone Dstrbuton (Eq. 8 []) 9km, for k,,, Nplots and m[symbol ndex] mod Optonal DL and UL Adjacent ubcarrer Permutaton: Advanced Modulaton and Codng (AMC) Ths method uses adjacent subcarrers to form subchannels. When used wth fast feedback channels t can rapdly assgn a modulaton and codng combnaton per subchannel. The AMC subchannels enable the use of water-pourng types of algorthms, and t can be used effectvely wth an AA opton. Table 8 summarzes the AMC subcarrer allocaton parameters. n AMC, plots are mapped as specfed below. calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN 6

8 ntel Technology Journal, Volume 8, ssue, Table 7: Optonal UL dstrbuted subcarrer permutaton (OPUC) Table 8: UL/DL adjacent subcarrer permutaton (optonal AMC) Parameters Values Parameters Values ystem bandwdth FFT sze (N FFT ) 8 N/A 5 8 Number of guard subcarrers Number of used subcarrers 9 N/A N/A Number of tles 6 N/A Number of tles per subchannel Number of data subcarrers per subchannel 6 N/A N/A Number of subchannels 6 N/A 8 96 ubcarrer permutaton Uses Permutaton Type for Tone Dstrbuton (Eq. []) ystem bandwdth FFT sze (N FFT ) 8 N/A 5 8 Number of guard subcarrers Number of used subcarrers (Nused) 9 N/A N/A Number of plots (Nplots) N/A Number of data subcarrers 96 N/A Number of bands N/A 8 Number of bns per band N/A Number of subcarrers per bn (8 data plot) 9 N/A Number of subchannels N/A 8 6 ub-carrer permutaton Plot subcarrer ndex None 9km, for k,,, Nplots and m[symbol ndex] mod Fgure 5: UL OPUC tle structure Zone wtchng OFDMA PHY also supports multple subcarrer allocaton zones wthn the same frame to enable the possblty of support for and coexstence of dfferent types of s. Fgure 6 llustrates zone swtchng wthn the DL and UL subframes. The swtchng s performed usng an nformaton element ncluded n DL-MAP and UL-MAP. Fgure 6: Multple zones n Uplnk and Downlnk subframes DL and UL subframes both start n PUC mode where groups of subchannels are assgned to dfferent segments by the use of dedcated FCH messages. The PUC subcarrer allocaton zone can be swtched to a dfferent type of subcarrer allocaton zone through a drectve from the PUC DL-MAP. Fgure 6 shows the zone swtchng from the perspectve of a PUC segment. n the fgure, the PUC FCH/DL-MAP for a segment wth DCell X s followed wth another possbly data PUC calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN 7

9 ntel Technology Journal, Volume 8, ssue, zone for DCell X. A PUC zone for another sector/cell wth DCell Y (Y n general s dfferent from X) s allocated next. An FUC zone for DCell Z s shown next n the fgure. Note that DCell Z may be the same as DCell X whch means that a PUC to FUC swtchng s scheduled wthn the segment for Frequency Reuse One operatons. A swtchng to DCell can be planned for all network broadcast operatons. users. The fgure llustrates a four-antenna confguraton where the AA preamble and AA DL MAPs structure are repeated multples of four tmes to support the correspondng four groups of users. Optonal PUC, FUC, and AMC zones n DL subframes and optonal PUC and AMC zones n UL subframes can be smlarly scheduled. Allocaton of AMC zones enables the smultaneous support of fxed, portable, and nomadc moblty users along wth hgh moblty users (supported n PUC/FUC zones). DVERTY OPTON OFDMA PHY supports AA and also a set of second-, thrd-, and fourth-order transmt dversty optons. Wth the AA opton, the system uses a multple-antenna transmsson to mprove the coverage and capacty of the system whle mnmzng the probablty of outage through transmt dversty, beam formng, and null steerng. Transmt dversty optons consst of a comprehensve set of methods based on second- or fourth-order dversty n DL and second-order dversty n UL that can be flexbly chosen to tradeoff capacty and coverage. The set ncludes both closed- and open-loop optons and also supports patal Multplexng (M) for maxmum spectral effcency. Advanced Antenna ystems Two optonal AA modes are supported n OFDMA PHY: Dversty-Map can and Drect gnalng Method. Dversty-Map can supports both dversty (FUC and PUC) and adjacent (AMC) subcarrer permutaton optons. The Drect gnalng Method supports adjacent subcarrer permutaton wth less overhead n control sgnalng. We now dscuss the Dversty-Map can opton when appled to the AMC subcarrer allocaton method. Fgure 7 shows the AA Dversty Map Zone wthn a frame. The DL subframe ncludes a non-aa secton and an AA secton specfed by nformaton elements provded n the DL MAP. Wthn the AA zone, subchannel numbers and N- (N s the ndex for the last logcal subchannel) are allocated to the AA DL MAP where a ponter to a beamformed broadcast DL MAP s specfed. The broadcaset DL MAP provdes beamformed prvate DL and UL MAPs for AA Fgure 7: AA dversty MAP zone Wthn the AA zone, the AA B specfes allocatons to be used for Rangng. n TDD mode, the B can extract the channel nformaton requred for beam formng from the Rangng Request messages receved from the s. n FDD mode, beam formng s done through the AA Feedback Request and Response messages where channel response nformaton along wth mean Receved gnal trength ndcator (R) and Carrer to nterference plus Nose Rato (CNR) are reported back to the B by the. Transmt Dversty OFDMA mode supports second-, thrd- and fourth-order transmt dversty optons n DL and second-order transmt dversty n UL. All dversty optons are applcable to both dversty and adjacent subcarrer permutatons. pace Tme Codng (TC) based on Alamout algorthm [9] and Frequency Hoppng Dversty Code (FHDC) are two optons for second-order dversty n DL. Although not specfed by the standard, the number of receve antennas can be specfed dependng on the performance requred. econd-order TC econd-order TC n DL supports codng rates of and usng the followng two transmsson format matrces. calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN 8

10 ntel Technology Journal, Volume 8, ssue, calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN 9 A Equaton () B Equaton (5) Here k s are OFDM symbols n the frequency doman rght before FFT operaton. The optonal TC transmt dversty s also supported n UL usng the transmsson format matrx A of Equaton (). Matrx B of Equaton (5) can be used by two s n a collaboratve specal multplexng mode. Fourth-Order TC The fourth-order transmt dversty n DL supports rates,, or usng the followng transmsson format matrces A, B, and C, respectvely. A Equaton (6) B Equaton (7) C Equaton (8) Here, k s are OFDM symbols n the frequency doman rght before the FFT operaton. Thrd-Order TC The thrd-order transmt dversty n DL supports rates,, or usng the followng transmsson format matrces A, B, and C, respectvely. A Equaton (9) B Equaton () C Equaton () n Equatons (9) and (), we have Equaton () where ) / (tan θ, k k k j, θ j k k e X for,8,, L k and s X k ' are OFDM symbols n the frequency doman rght before the FFT operaton. Precodng A general KxL precodng matrx W s specfed to be appled to the output X of any second-, thrd- or fourthorder dversty opton mentoned earler. Ths way an L th order output vector Z of the TC block s transformed nto a fnal K th order vector for transmsson on antennas. X W Z Equaton () Precodng can be performed ether n closed-loop or open-loop form. n the case of open-loop, the B weghts the transmsson accordng to the channel measurement performed on the UL sgnal, where a recprocty assumpton can be made for a TDD mode, for example. n the case of closed-loop, B uses the Channel ualty ndcatons feedback from the. RANGNG N OFDMA The OFDMA PHY specfes a rangng allocaton that can be used for rangng as well as bandwdth request. ntal and perodc rangng processes are supported to synchronze the s wth the B at the ntal network entry and also perodcally durng the normal operaton. Bandwdth request mechansm s supported so that s can request UL allocatons for transmsson of data to the B. A set of 56 specal pseudo-nose bt-long rangng codes are dvded nto three groups for ntal Rangng, Perodc Rangng, and Bandwdth Requests, such that the B can determne the purpose of the receved code by the subset to whch the code belongs. One or more groups of sx adjacent subchannels are allocated to rangng where the rangng codes are BPK modulated to the allocaton. The randomly selects one

11 ntel Technology Journal, Volume 8, ssue, code from the allocated set of codes and transmts back to the B through rangng allocaton. Dfferent s can collde on ther rangng and/or bandwdth requests and the B s stll able to receve smultaneous requests. To process an ntal Rangng request, a rangng code s repeated twce and transmtted n two consecutve OFDM symbols wth no phase dscontnuty between the two OFDM symbols (see Fgure 8). Ths way, the B can properly receve the requests from un-ranged s wth a larger value of synchronzaton msmatch when the frst attempt s made to enter the network. The can optonally use two consecutve rangng codes transmtted durng a four-ofdm symbol perod (see Fgure 9). Ths opton decreases the probablty of falure and ncreases the rangng capacty to support larger numbers of smultaneous rangng s whle at the same tme t further ncreases the capablty of the system to support larger numbers of synchronzaton msmatches. Fgure 8: ntal rangng transmsson Fgure 9: ntal rangng usng two rangng codes bref summary of the supported mandatory and optonal modes are gven here. Fgure : Perodc rangng and bandwdth request transmsson For Perodc Rangng or Bandwdth Requests, the optons are ether to use one or three consecutve rangng codes transmtted durng a one or three OFDM symbol perod (see Fgure and Fgure ). n the case of three rangng codes, the probablty of falure decreases at the same tme as the rangng capacty ncreases, to support larger numbers of smultaneous rangng s. CHANNEL CODNG A detaled dscusson of channel codng optons n OFDMA PHY s beyond the scope of ths paper; only a Based on termnology used n WrelessMAN OFDMA PHY, channel codng conssts of Randomzaton, Forward Error Correcton (FEC), bt nterleavng, and modulaton. Repetton code s used on varous control messages to further enhance the error correcton performance of the system. Repetton codes of,, or 6 are mplemented by utlzng multple subchannels. Randomzaton s performed on both UL and DL data. The data are randomzed usng a PN sequence generator wth a polynomal of degree 5 that s rentalzed at the begnnng of each FEC block wth a seed, whch s a functon of the OFDM symbol offset (from the start of the frame) and the startng subchannel number correspondng to the FEC block. The OFDMA PHY supports mandatory tal-btng Convolutonal Codng and three optonal codng schemes: Zero Talng Convolutonal code, Convolutonal Turbo code along wth H-AR, and Block Turbo code. calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN

12 ntel Technology Journal, Volume 8, ssue, The tal btng s mplemented by ntalzng the encoders memory wth the last data bts of the FEC block beng encoded, and the zero talng s mplemented by appendng a zero tal byte to the end of each burst. H-AR mtgates the effect of mparments due to channel and external nterference by effectvely employng tme dversty along wth ncremental transmsson of party codes (subpackets n ths case). n the recever, prevously erroneously decoded subpackets and retransmtted subpackets are combned to correctly decode the message. The transmtter decdes whether to send addtonal subpackets, based on ACK/NAK messages receved from the recever. Bt nterleavng s performed on encoded data at the output of FEC. The sze of the nterleavng block s based on the number of coded bts per encoded block sze. The nterleavng s performed usng a two-step permutaton process. The frst permutaton ensures that adjacent coded bts are mapped onto nonadjacent subcarrers. The second permutaton ensures that adjacent coded bts are mapped alternately onto less or more sgnfcant bts of the constellaton, thus avodng long runs of lowly relable bts. CONCLUON The EEE 8.6 WrelessMAN OFDMA supports a comprehensve set of system parameters and advanced optonal features for moble, portable, and fxed usage models. calablty enables the technology to operate optmally n dfferent usage scenaros. Fgure : Perodc rangng and bandwdth request transmsson usng three codes ACKNOWLEDGMENT The author thanks Dr. C.K. Brght for the support provded durng the wrtng of ths paper and the valuable help on the graphcs. also thank T.J. Cox, D. Andelman, R.C. chwartz, Y. Lomntz, G. Begs and. Talwar for ther valuable revews and comments. REFERENCE []. EEE P8.6-, standard for local and metropoltan area networks Part 6: Ar nterface for Fxed Broadband Wreless Access ystems Name (To be publshed). []. ET 7 rev.., (999-), dgtal broadcastng systems for televson, sound and data servces (DVB-T); framng structure, channel codng and modulaton for dgtal terrestral. []. EEE td 8.a-999, Part, Wreless LAN Medum Access Control (MAC) and Physcal Layer (PHY) specfcatons; hgh-speed physcal layer n the 5 GHz band. []. EEE 8.g-, EEE tandard for nformaton technology, telecommuncatons and nformaton exchange between systems, local and metropoltan area networks, specfc requrements, Part : Wreless LAN Medum Access Control (MAC) and Physcal Layer (PHY) specfcatons, Amendment : further hgher-speed physcal layer extenson n the. GHz band. [5]. EEE P8.6e, draft amendment to EEE standard for local and metropoltan area networks, Part 6: ar nterface for fxed and moble broadband wreless access systems, amendment for physcal and medum access control layers for combned fxed and moble operaton n lcensed bands. [6]. EEE C8.6d-_7, applyng scalablty for the OFDMA PHY layer. [7]. EEE C8.6REVd-/5r, OFDMA PHY enhancements for better moblty performance. [8]. EEE C8.6d-/7, addtonal optonal symbol structure. [9]. EEE C8_6e-/88-r, 8 FFT szes for OFDMA PHY. []. C8.6REVd-_5r, OFDMA PHY enhancements for better moblty performance. []. EEE C8.6d-/9, AA enhancements for OFDMA PHY. calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN

13 ntel Technology Journal, Volume 8, ssue, []. EEE 8.6d-/65, Enhancng MMO features for OFDMA PHY layer. []. EEE C8.6e-_7r, TC Enhancements for optonal FUC and AMC zones for OFDMA PHY layer. []. EEE C8.6e-/8r, space-tme codes for transmt antennas for the OFDMA PHY. [5]. Rappaport, T.., Wreless Communcatons Prncples and Practce, econd Edton, Prentce Hall PTR, Upper addle Rver, NJ. [6]. L, Y., Cmn, L.J., Bounds on the nterchannel nterference of OFDM n Tme- Varyng mparments, EEE Transactons ON Communcatons, Vol. 9, No., March, pp. -. [7]. EEE 8.6.c-/9r, channel models for fxed wreless applcatons. [8]. Recommendaton TU-R M.5, Gudelnes for evaluaton of Rado transmsson technologes for MT-, 997. [9]. Alamout,. A., mple Transmt Dversty Technque for Wreless Communcatons, EEE Journal on elect Areas n Communcatons, Vol. 6, No. 8, October 998. []. EEE P8.6REVd/D5-, standard for local and metropoltan area networks Part 6: Ar nterface for Fxed Broadband Wreless Access ystems Name. solutons. He s a member of the EEE 8.6 and 8. workng groups. He also serves as secretary of the sub GHz Techncal Workng Group for the WMAX forum, an ndustry group focused on nteroperablty of systems that conform to the EEE 8.6 standard. Pror to ntel, he worked on desgn and modelng of wreless terrestral and satellte recevers for tanford Telecom and on RF network desgn of moble wreless systems for LCC nternatonal. Hs e- mal s hassan.yaghoob at ntel.com. Copyrght ntel Corporaton. Ths publcaton was downloaded from Legal notces at AUTHOR BOGRAPHY Hassan Yaghoob receved a B.. degree from harf Unversty of Technology, Tehran, ran, n 989 and M.. and Ph.D. degrees from the Unversty of Maryland, n 99 and, respectvely, all n Electrcal Engneerng. Hs academc research nterests nclude nonlnear control theory, communcatons theory, and dgtal sgnal processng. Hassan s ndustral experence ncludes communcatons systems engneerng, slcon desgn/functonal defnton, and standards development n the area of broadband communcatons. nce, he has been workng at ntel Corporaton. As an engneer for ntel s Broadband Product Group, he worked on slcon functonal defnton, algorthm desgn, system desgn verfcaton, and valdaton of varous cable modem products. He represented ntel at the DOC. Rado Frequency nterface pecfcaton (RF) and Acceptance Test Plan (ATP) standard commttees at Cablelabs. Hassan s currently workng as a trategc Technologst for ntel s Broadband Wreless Dvson workng on product defntons of ntel s 8.6d/e slcon calable OFDMA Physcal Layer n EEE 8.6 WrelessMAN

14 For further nformaton vst: developer.ntel.com/technology/tj/ndex.htm Copyrght ntel Corporaton. All rghts reserved. ntel s a trademark or regstered trademark of ntel Corporaton or ts subsdares n the Unted tates and other countres. For a complete lstng of trademark nformaton vst:

Comparative Analysis of Reuse 1 and 3 in Cellular Network Based On SIR Distribution and Rate

Comparative Analysis of Reuse 1 and 3 in Cellular Network Based On SIR Distribution and Rate Comparatve Analyss of Reuse and 3 n ular Network Based On IR Dstrbuton and Rate Chandra Thapa M.Tech. II, DEC V College of Engneerng & Technology R.V.. Nagar, Chttoor-5727, A.P. Inda Emal: chandra2thapa@gmal.com

More information

Digital Transmission

Digital Transmission Dgtal Transmsson Most modern communcaton systems are dgtal, meanng that the transmtted normaton sgnal carres bts and symbols rather than an analog sgnal. The eect o C/N rato ncrease or decrease on dgtal

More information

The Performance Improvement of BASK System for Giga-Bit MODEM Using the Fuzzy System

The Performance Improvement of BASK System for Giga-Bit MODEM Using the Fuzzy System Int. J. Communcatons, Network and System Scences, 10, 3, 1-5 do:10.36/jcns.10.358 Publshed Onlne May 10 (http://www.scrp.org/journal/jcns/) The Performance Improvement of BASK System for Gga-Bt MODEM Usng

More information

Performance Analysis of Multi User MIMO System with Block-Diagonalization Precoding Scheme

Performance Analysis of Multi User MIMO System with Block-Diagonalization Precoding Scheme Performance Analyss of Mult User MIMO System wth Block-Dagonalzaton Precodng Scheme Yoon Hyun m and Jn Young m, wanwoon Unversty, Department of Electroncs Convergence Engneerng, Wolgye-Dong, Nowon-Gu,

More information

A study of turbo codes for multilevel modulations in Gaussian and mobile channels

A study of turbo codes for multilevel modulations in Gaussian and mobile channels A study of turbo codes for multlevel modulatons n Gaussan and moble channels Lamne Sylla and Paul Forter (sylla, forter)@gel.ulaval.ca Department of Electrcal and Computer Engneerng Laval Unversty, Ste-Foy,

More information

Multipath Propagation. Outline. What is OFDM? (OFDM) for Broadband Communications and. Orthogonal Frequency Division Multiplexing

Multipath Propagation. Outline. What is OFDM? (OFDM) for Broadband Communications and. Orthogonal Frequency Division Multiplexing Orthogonal Dvson Multplexng (OFDM) for Broadband Communcatons and Dgtal Audo Broadcastng (DAB) Klaus Wtrsal wtrsal@nw.tugraz.at VL: Dgtale Audotechnk, 21. März, 2002 What s OFDM? Modulaton technque Requres

More information

Calculation of the received voltage due to the radiation from multiple co-frequency sources

Calculation of the received voltage due to the radiation from multiple co-frequency sources Rec. ITU-R SM.1271-0 1 RECOMMENDATION ITU-R SM.1271-0 * EFFICIENT SPECTRUM UTILIZATION USING PROBABILISTIC METHODS Rec. ITU-R SM.1271 (1997) The ITU Radocommuncaton Assembly, consderng a) that communcatons

More information

Throughput Maximization by Adaptive Threshold Adjustment for AMC Systems

Throughput Maximization by Adaptive Threshold Adjustment for AMC Systems APSIPA ASC 2011 X an Throughput Maxmzaton by Adaptve Threshold Adjustment for AMC Systems We-Shun Lao and Hsuan-Jung Su Graduate Insttute of Communcaton Engneerng Department of Electrcal Engneerng Natonal

More information

Multicarrier Modulation

Multicarrier Modulation Multcarrer Modulaton Wha Sook Jeon Moble Computng & Communcatons Lab Contents Concept of multcarrer modulaton Data transmsson over multple carrers Multcarrer modulaton wth overlappng Chap. subchannels

More information

Space Time Equalization-space time codes System Model for STCM

Space Time Equalization-space time codes System Model for STCM Space Tme Eualzaton-space tme codes System Model for STCM The system under consderaton conssts of ST encoder, fadng channel model wth AWGN, two transmt antennas, one receve antenna, Vterb eualzer wth deal

More information

Exponential Effective SIR Metric for LTE Downlink

Exponential Effective SIR Metric for LTE Downlink Exponental Effectve SIR Metrc for LTE Downlnk Joan Olmos, Albert Serra, Slva Ruz, Maro García-Lozano, Davd Gonzalez Sgnal Theory and Communcatons Department Unverstat Poltècnca de Catalunya (UPC) Barcelona,

More information

SC-FDMA and OFDMA: An Efficient Wireless Image Transmission Schemes

SC-FDMA and OFDMA: An Efficient Wireless Image Transmission Schemes Journal of Control and Systems Engneerng 016, Vol. 4 Iss. 1, PP. 74-83 Frst onlne: 8 July 016 SC-FDMA and OFDMA: An Effcent Wreless Image Transmsson Schemes Fasal S. Al-Kamal 1, Abdullah A. Qasem, Samah

More information

ITU-T O.172. Amendment 1 (06/2008)

ITU-T O.172. Amendment 1 (06/2008) Internatonal Telecommuncaton Unon ITU-T O.72 TELECOMMUNICATION STANDARDIZATION SECTOR OF ITU Amendment (6/8) SERIES O: SPECIFICATIONS OF MEASURING EQUIPMENT Equpment for the measurement of dgtal and analogue/dgtal

More information

Clustering Based Fractional Frequency Reuse and Fair Resource Allocation in Multi-cell Networks

Clustering Based Fractional Frequency Reuse and Fair Resource Allocation in Multi-cell Networks Ths full text paper was peer revewed at the drecton of IEEE Communcatons Socety subject matter experts for publcaton n the IEEE ICC 21 proceedngs Clusterng Based Fractonal Frequency Reuse and Far Resource

More information

HUAWEI TECHNOLOGIES CO., LTD. Huawei Proprietary Page 1

HUAWEI TECHNOLOGIES CO., LTD. Huawei Proprietary Page 1 Project Ttle Date Submtted IEEE 802.16 Broadband Wreless Access Workng Group Double-Stage DL MU-MIMO Scheme 2008-05-05 Source(s) Yang Tang, Young Hoon Kwon, Yajun Kou, Shahab Sanaye,

More information

A MODIFIED DIRECTIONAL FREQUENCY REUSE PLAN BASED ON CHANNEL ALTERNATION AND ROTATION

A MODIFIED DIRECTIONAL FREQUENCY REUSE PLAN BASED ON CHANNEL ALTERNATION AND ROTATION A MODIFIED DIRECTIONAL FREQUENCY REUSE PLAN BASED ON CHANNEL ALTERNATION AND ROTATION Vncent A. Nguyen Peng-Jun Wan Ophr Freder Computer Scence Department Illnos Insttute of Technology Chcago, Illnos vnguyen@t.edu,

More information

Resource Allocation Optimization for Device-to- Device Communication Underlaying Cellular Networks

Resource Allocation Optimization for Device-to- Device Communication Underlaying Cellular Networks Resource Allocaton Optmzaton for Devce-to- Devce Communcaton Underlayng Cellular Networks Bn Wang, L Chen, Xaohang Chen, Xn Zhang, and Dacheng Yang Wreless Theores and Technologes (WT&T) Bejng Unversty

More information

THE USE OF CONVOLUTIONAL CODE FOR NARROWBAND INTERFERENCE SUPPRESSION IN OFDM-DVBT SYSTEM

THE USE OF CONVOLUTIONAL CODE FOR NARROWBAND INTERFERENCE SUPPRESSION IN OFDM-DVBT SYSTEM THE USE OF CONVOLUTIONAL CODE FOR NARROWBAND INTERFERENCE SUPPRESSION IN OFDM-DVBT SYSTEM Azura Abdullah, Muhammad Sobrun Jaml Jamal, Khazuran Abdullah, Ahmad Fadzl Ismal and An Lza Asnaw Department of

More information

Channel Alternation and Rotation in Narrow Beam Trisector Cellular Systems

Channel Alternation and Rotation in Narrow Beam Trisector Cellular Systems Channel Alternaton and Rotaton n Narrow Beam Trsector Cellular Systems Vncent A. Nguyen, Peng-Jun Wan, Ophr Freder Illnos Insttute of Technology-Communcaton Laboratory Research Computer Scence Department-Chcago,

More information

PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION. Evgeny Artyomov and Orly Yadid-Pecht

PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION. Evgeny Artyomov and Orly Yadid-Pecht 68 Internatonal Journal "Informaton Theores & Applcatons" Vol.11 PRACTICAL, COMPUTATION EFFICIENT HIGH-ORDER NEURAL NETWORK FOR ROTATION AND SHIFT INVARIANT PATTERN RECOGNITION Evgeny Artyomov and Orly

More information

The Application of Interpolation Algorithms in OFDM Channel Estimation

The Application of Interpolation Algorithms in OFDM Channel Estimation The Applcaton of Interpolaton Algorthms n OFDM Estmaton Xjun ZHANG 1,, Zhantng YUAN 1, 1 School of Electrcal and Informaton Engneerng, Lanzhou Unversty of Technology, Lanzhou, Gansu 730050, Chna School

More information

A NOVEL PREAMBLE DESIGN FOR CHANNEL ESTIMATION IN MIMO- OFDM SYSTEMS RESULTING IN ENHANCED THROUGHPUT

A NOVEL PREAMBLE DESIGN FOR CHANNEL ESTIMATION IN MIMO- OFDM SYSTEMS RESULTING IN ENHANCED THROUGHPUT Volume 53, umber 3, 01 ACTA TECHICA APOCESIS Electroncs and Telecommuncatons A OVEL PREAMBLE DESIG FOR CHAEL ESTIMATIO I MIMO- OFDM SYSTEMS RESULTIG I EHACED THROUGHPUT Shakeel Salamat ULLAH atonal Unversty

More information

Resource Control for Elastic Traffic in CDMA Networks

Resource Control for Elastic Traffic in CDMA Networks Resource Control for Elastc Traffc n CDMA Networks Vaslos A. Srs Insttute of Computer Scence, FORTH Crete, Greece vsrs@cs.forth.gr ACM MobCom 2002 Sep. 23-28, 2002, Atlanta, U.S.A. Funded n part by BTexact

More information

Revision of Lecture Twenty-One

Revision of Lecture Twenty-One Revson of Lecture Twenty-One FFT / IFFT most wdely found operatons n communcaton systems Important to know what are gong on nsde a FFT / IFFT algorthm Wth the ad of FFT / IFFT, ths lecture looks nto OFDM

More information

Keywords LTE, Uplink, Power Control, Fractional Power Control.

Keywords LTE, Uplink, Power Control, Fractional Power Control. Volume 3, Issue 6, June 2013 ISSN: 2277 128X Internatonal Journal of Advanced Research n Computer Scence and Software Engneerng Research Paper Avalable onlne at: www.jarcsse.com Uplnk Power Control Schemes

More information

TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS TN TERMINATON FOR POINT-TO-POINT SYSTEMS. Zo = L C. ω - angular frequency = 2πf

TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS TN TERMINATON FOR POINT-TO-POINT SYSTEMS. Zo = L C. ω - angular frequency = 2πf TECHNICAL NOTE TERMINATION FOR POINT- TO-POINT SYSTEMS INTRODUCTION Because dgtal sgnal rates n computng systems are ncreasng at an astonshng rate, sgnal ntegrty ssues have become far more mportant to

More information

AN IMPROVED BIT LOADING TECHNIQUE FOR ENHANCED ENERGY EFFICIENCY IN NEXT GENERATION VOICE/VIDEO APPLICATIONS

AN IMPROVED BIT LOADING TECHNIQUE FOR ENHANCED ENERGY EFFICIENCY IN NEXT GENERATION VOICE/VIDEO APPLICATIONS Journal of Engneerng Scence and Technology Vol., o. 4 (6) 476-495 School of Engneerng, Taylor s Unversty A IMPROVED BIT LOADIG TECHIQUE FOR EHACED EERGY EFFICIECY I EXT GEERATIO VOICE/VIDEO APPLICATIOS

More information

STUDY ON LINK-LEVEL SIMULATION IN MULTI- CELL LTE DOWNLINK SYSTEM

STUDY ON LINK-LEVEL SIMULATION IN MULTI- CELL LTE DOWNLINK SYSTEM Proceedngs of IEEE IC-BMT0 TUDY O LIK-LEVEL IMULATIO I MULTI- CELL LTE DOWLIK YTEM Yang Zhang, Ruoyu Jn, Xn Zhang, Dacheng Yang Beng Unversty of Posts and Telecommuncatons, Beng 00876, Chna 05330@bupt.edu.cn

More information

Rejection of PSK Interference in DS-SS/PSK System Using Adaptive Transversal Filter with Conditional Response Recalculation

Rejection of PSK Interference in DS-SS/PSK System Using Adaptive Transversal Filter with Conditional Response Recalculation SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol., No., November 23, 3-9 Rejecton of PSK Interference n DS-SS/PSK System Usng Adaptve Transversal Flter wth Condtonal Response Recalculaton Zorca Nkolć, Bojan

More information

On capacity of OFDMA-based IEEE WiMAX including Adaptive Modulation and Coding (AMC) and inter-cell interference

On capacity of OFDMA-based IEEE WiMAX including Adaptive Modulation and Coding (AMC) and inter-cell interference 1 On capacty of OFDMA-based IEEE802.16 WMAX ncludng Adaptve Modulaton and Codng (AMC) and nter-cell nterference Chad Tarhn, Tjan Chahed GET/Insttut Natonal des Télécommuncatons - UMR CNRS 5157 9 rue C.

More information

CELL SEARCH ROBUST TO INITIAL FREQUENCY OFFSET IN WCDMA SYSTEMS

CELL SEARCH ROBUST TO INITIAL FREQUENCY OFFSET IN WCDMA SYSTEMS CELL EARCH ROBUT TO INITIAL FREQUENCY OFFET IN WCDMA YTEM June Moon and Yong-Hwan Lee chool of Electrcal Engneerng eoul Natonal Unversty an 56-, hllmdong, Kwanak-Ku, 5-74, eoul, Korea ylee@snu.ac.kr Abstract

More information

DVB-T/H Digital Television Transmission and its Simulation over Ricean and Rayleigh Fading Channels

DVB-T/H Digital Television Transmission and its Simulation over Ricean and Rayleigh Fading Channels DVB-T/H Dgtal Televson Transmsson and ts Smulaton over Rcean and Raylegh Fadng Channels Ladslav Polák, Tomáš Kratochvl Department of Rado Electroncs, Brno Unversty of Technology, Purkyňova 118, 612 Brno,

More information

MTBF PREDICTION REPORT

MTBF PREDICTION REPORT MTBF PREDICTION REPORT PRODUCT NAME: BLE112-A-V2 Issued date: 01-23-2015 Rev:1.0 Copyrght@2015 Bluegga Technologes. All rghts reserved. 1 MTBF PREDICTION REPORT... 1 PRODUCT NAME: BLE112-A-V2... 1 1.0

More information

On Channel Estimation of OFDM-BPSK and -QPSK over Generalized Alpha-Mu Fading Distribution

On Channel Estimation of OFDM-BPSK and -QPSK over Generalized Alpha-Mu Fading Distribution Int. J. Communcatons, Network and System Scences, 010, 3, 380-384 do:10.436/jcns.010.34048 Publshed Onlne Aprl 010 (http://www.scrp.org/journal/jcns/) On Channel Estmaton of OFDM-BPSK and -QPSK over Generalzed

More information

Parameter Free Iterative Decoding Metrics for Non-Coherent Orthogonal Modulation

Parameter Free Iterative Decoding Metrics for Non-Coherent Orthogonal Modulation 1 Parameter Free Iteratve Decodng Metrcs for Non-Coherent Orthogonal Modulaton Albert Gullén Fàbregas and Alex Grant Abstract We study decoder metrcs suted for teratve decodng of non-coherently detected

More information

Research of Dispatching Method in Elevator Group Control System Based on Fuzzy Neural Network. Yufeng Dai a, Yun Du b

Research of Dispatching Method in Elevator Group Control System Based on Fuzzy Neural Network. Yufeng Dai a, Yun Du b 2nd Internatonal Conference on Computer Engneerng, Informaton Scence & Applcaton Technology (ICCIA 207) Research of Dspatchng Method n Elevator Group Control System Based on Fuzzy Neural Network Yufeng

More information

High Speed ADC Sampling Transients

High Speed ADC Sampling Transients Hgh Speed ADC Samplng Transents Doug Stuetzle Hgh speed analog to dgtal converters (ADCs) are, at the analog sgnal nterface, track and hold devces. As such, they nclude samplng capactors and samplng swtches.

More information

AN ADVANCED ALGORITHM FOR IMPROVING DVB-T COVERAGE IN SFN. V. Mignone, A. Morello, M. Visintin. RAI Research Centre, Italy ABSTRACT

AN ADVANCED ALGORITHM FOR IMPROVING DVB-T COVERAGE IN SFN. V. Mignone, A. Morello, M. Visintin. RAI Research Centre, Italy ABSTRACT AN ADVANCED ALGORITHM FOR IMPROVING DVB-T COVERAGE IN SFN V. Mgnone, A. Morello, M. Vsntn RAI Research Centre, Italy ABSTRACT The paper analyses the coverage achevable n sngle frequency networks (SFN)

More information

IEEE C802.16e-04/509r4. STC sub-packet combining with antenna grouping for 3 and 4 transmit antennas in OFDMA

IEEE C802.16e-04/509r4. STC sub-packet combining with antenna grouping for 3 and 4 transmit antennas in OFDMA Project Ttle Date Submtted IEEE 80.6 Broadband Wrele Acce Workng Group STC ub-packet combnng wth antenna groupng for and tranmt antenna n OFDMA 005-0-0 Source Bn-Chul Ihm Yongeok Jn

More information

AMC-aware QoS proposal for OFDMA-based IEEE WiMAX systems

AMC-aware QoS proposal for OFDMA-based IEEE WiMAX systems AMC-aware QoS proposal for OFDMA-based IEEE82.6 WMAX systems Chad Tarhn, Tjan Chahed GET/Insttut Natonal des Télécommuncatons/UMR CNRS 557 9 rue C. Fourer - 9 Evry CEDEX - France {chad.tarhn, tjan.chahed}@nt-evry.fr

More information

Advances in MIMO Techniques for Mobile Communications A Survey

Advances in MIMO Techniques for Mobile Communications A Survey Int. J. Communcatons, Network and System Scences, 010, 3, 13-5 do:10.436/jcns.010.33031 Publshed Onlne March 010 (http://www.scrp.org/journal/jcns/). Advances n MIMO echnques for Moble Communcatons A Survey

More information

Uncertainty in measurements of power and energy on power networks

Uncertainty in measurements of power and energy on power networks Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:

More information

IMPACT OF LIMITED FEEDBACK ON MIMO- OFDM SYSTEMS USING JOINT BEAMFORMING

IMPACT OF LIMITED FEEDBACK ON MIMO- OFDM SYSTEMS USING JOINT BEAMFORMING IMPACT OF LIMITED FEEDBACK ON MIMO- OFDM SYSTEMS USING JOINT BEAMFORMING NAJOUA ACHOURA 1 AND RIDHA BOUALLEGUE 1 Department Natonal Engneerng School of Tuns, Tunsa najouaachoura@gmalcom SUP COM, 6 Tel

More information

Distributed Uplink Scheduling in EV-DO Rev. A Networks

Distributed Uplink Scheduling in EV-DO Rev. A Networks Dstrbuted Uplnk Schedulng n EV-DO ev. A Networks Ashwn Srdharan (Sprnt Nextel) amesh Subbaraman, och Guérn (ESE, Unversty of Pennsylvana) Overvew of Problem Most modern wreless systems Delver hgh performance

More information

NATIONAL RADIO ASTRONOMY OBSERVATORY Green Bank, West Virginia SPECTRAL PROCESSOR MEMO NO. 25. MEMORANDUM February 13, 1985

NATIONAL RADIO ASTRONOMY OBSERVATORY Green Bank, West Virginia SPECTRAL PROCESSOR MEMO NO. 25. MEMORANDUM February 13, 1985 NATONAL RADO ASTRONOMY OBSERVATORY Green Bank, West Vrgna SPECTRAL PROCESSOR MEMO NO. 25 MEMORANDUM February 13, 1985 To: Spectral Processor Group From: R. Fsher Subj: Some Experments wth an nteger FFT

More information

An Efficient Scheduling For Diverse QoS Requirements in WiMAX

An Efficient Scheduling For Diverse QoS Requirements in WiMAX An Effcent Schedulng For Dverse QoS Requrements n WMAX by Xaojng Meng A thess presented to the Unversty of Waterloo n fulfllment of the thess requrement for the degree of Master of Appled Scence n Electrcal

More information

Dynamic Optimization. Assignment 1. Sasanka Nagavalli January 29, 2013 Robotics Institute Carnegie Mellon University

Dynamic Optimization. Assignment 1. Sasanka Nagavalli January 29, 2013 Robotics Institute Carnegie Mellon University Dynamc Optmzaton Assgnment 1 Sasanka Nagavall snagaval@andrew.cmu.edu 16-745 January 29, 213 Robotcs Insttute Carnege Mellon Unversty Table of Contents 1. Problem and Approach... 1 2. Optmzaton wthout

More information

Performance Study of OFDMA vs. OFDM/SDMA

Performance Study of OFDMA vs. OFDM/SDMA Performance Study of OFDA vs. OFD/SDA Zhua Guo and Wenwu Zhu crosoft Research, Asa 3F, Beng Sgma Center, No. 49, Zhchun Road adan Dstrct, Beng 00080, P. R. Chna {zhguo, wwzhu}@mcrosoft.com Abstract: In

More information

MINIMUM OVERHEAD BURST SYNCHRONIZATION FOR OFDM BASED BROADBAND TRANSMISSION. Michael Speth, Dirk Daecke, Heinrich Meyr

MINIMUM OVERHEAD BURST SYNCHRONIZATION FOR OFDM BASED BROADBAND TRANSMISSION. Michael Speth, Dirk Daecke, Heinrich Meyr MINIMUM OVERHEAD BURST SYNCHRONIZATION FOR OFDM BASED BROADBAND TRANSMISSION Mchael Speth, Drk Daecke, Henrch Meyr Integrated Systems for Sgnal Processng (ISS) Aachen Unversty of Technology (RWTH) D-52056

More information

On Timing Offset and Frequency Offset Estimation in LTE Uplink *

On Timing Offset and Frequency Offset Estimation in LTE Uplink * On mng Offset and Frequency Offset Estmaton n LE Uplnk * Juan Lu, Bn Wu, and Pngan L School of Informaton Engneerng, Wuhan Unversty of echnology, No.22 Luosh Road, Hongshan Dstrct,Wuhan, Hube, Chna, 430070

More information

ETSI TS V8.4.0 ( )

ETSI TS V8.4.0 ( ) TS 100 959 V8.4.0 (2001-11) Techncal Specfcaton Dgtal cellular telecommuncatons system (Phase 2+); Modulaton (3GPP TS 05.04 verson 8.4.0 Release 1999) GLOBAL SYSTEM FOR MOBILE COMMUNICATIONS R 1 TS 100

More information

Novel Sampling Clock Offset Estimation for DVB-T OFDM

Novel Sampling Clock Offset Estimation for DVB-T OFDM Novel Samplng Cloc Offset Estmaton for DVB-T OFD Hou-Shn Chen Yumn Lee Graduate Insttute of Communcaton Eng. and Department of Electrcal Eng. Natonal Tawan Unversty Tape 67 Tawan Abstract Samplng cloc

More information

Impact of Interference Model on Capacity in CDMA Cellular Networks. Robert Akl, D.Sc. Asad Parvez University of North Texas

Impact of Interference Model on Capacity in CDMA Cellular Networks. Robert Akl, D.Sc. Asad Parvez University of North Texas Impact of Interference Model on Capacty n CDMA Cellular Networks Robert Akl, D.Sc. Asad Parvez Unversty of North Texas Outlne Introducton to CDMA networks Average nterference model Actual nterference model

More information

Direct Sequence Spread Spectrum (DSSS)

Direct Sequence Spread Spectrum (DSSS) Drect Sequence Spread Spectrum (DSSS) DS-SS DS-SS uses sequences for spectrum spreadng and phase modulaton Modulaton s bnary SK (BSK) or quaternary SK (QSK) Message BSK - - - - QSK BSK Bt hase Dr. Cesar

More information

BER Performances of a Differential OFDM System in Fading Channels

BER Performances of a Differential OFDM System in Fading Channels Buletnul Ştnţfc al Unverstăţ "Poltehnca" dn Tmşoara era ELECTRONICĂ ş TELECOMUNICAŢII TRANACTION on ELECTRONIC and COMMUNICATION Tom 49(63), Fasccola, 4 BER Performances of a Dfferental OFDM ystem n Fadng

More information

RECOMMENDATION ITU-R P Multipath propagation and parameterization of its characteristics

RECOMMENDATION ITU-R P Multipath propagation and parameterization of its characteristics Rec. ITU-R P.47-3 RECOMMEDATIO ITU-R P.47-3 Multpath propagaton and parameterzaton of ts characterstcs (Queston ITU-R 3/3) (999-3-5-7) Scope Recommendaton ITU-R P.47 descrbes the nature of multpath propagaton

More information

The Detection Algorithms Performance in BLAST Enhanced IEEE a WLAN Standard on Measured Channels. University of Bristol

The Detection Algorithms Performance in BLAST Enhanced IEEE a WLAN Standard on Measured Channels. University of Bristol The Detecton Algorthms Performance n BLAST Enhanced IEEE 802.11a WLAN Standard on Measured Channels Unversty of Brstol Robert Pechoc, Paul Fletcher, Andy Nx, Nshan Canagarajah and Joe McGeehan The Thrd

More information

Enhanced Uplink Scheduling for Continuous Connectivity in High Speed Packet Access Systems

Enhanced Uplink Scheduling for Continuous Connectivity in High Speed Packet Access Systems Int. J. Communcatons, Network and System Scences, 212, 5, 446-453 http://dx.do.org/1.4236/jcns.212.5855 Publshed Onlne August 212 (http://www.scrp.org/journal/jcns) Enhanced Uplnk Schedulng for Contnuous

More information

antenna antenna (4.139)

antenna antenna (4.139) .6.6 The Lmts of Usable Input Levels for LNAs The sgnal voltage level delvered to the nput of an LNA from the antenna may vary n a very wde nterval, from very weak sgnals comparable to the nose level,

More information

1 GSW Multipath Channel Models

1 GSW Multipath Channel Models In the general case, the moble rado channel s pretty unpleasant: there are a lot of echoes dstortng the receved sgnal, and the mpulse response keeps changng. Fortunately, there are some smplfyng assumptons

More information

Joint Adaptive Modulation and Power Allocation in Cognitive Radio Networks

Joint Adaptive Modulation and Power Allocation in Cognitive Radio Networks I. J. Communcatons, etwork and System Scences, 8, 3, 7-83 Publshed Onlne August 8 n ScRes (http://www.scrp.org/journal/jcns/). Jont Adaptve Modulaton and Power Allocaton n Cogntve Rado etworks Dong LI,

More information

Analysis and Optimization of the Performance of OFDM on Frequency- Selective Time-Selective Fading Channels

Analysis and Optimization of the Performance of OFDM on Frequency- Selective Time-Selective Fading Channels Analyss and Optmzaton of the erformance of OFDM on Frequency- Selectve Tme-Selectve Fadng Channels Hed Steendam, Marc Moeneclaey Communcatons Engneerng Lab. Unversty of Ghent B-9 GET, BELGIUM Abstract

More information

Define Y = # of mobiles from M total mobiles that have an adequate link. Measure of average portion of mobiles allocated a link of adequate quality.

Define Y = # of mobiles from M total mobiles that have an adequate link. Measure of average portion of mobiles allocated a link of adequate quality. Wreless Communcatons Technologes 6::559 (Advanced Topcs n Communcatons) Lecture 5 (Aprl th ) and Lecture 6 (May st ) Instructor: Professor Narayan Mandayam Summarzed by: Steve Leung (leungs@ece.rutgers.edu)

More information

Customer witness testing guide

Customer witness testing guide Customer wtness testng gude Ths gude s amed at explanng why we need to wtness test equpment whch s beng connected to our network, what we actually do when we complete ths testng, and what you can do to

More information

On the Feasibility of Receive Collaboration in Wireless Sensor Networks

On the Feasibility of Receive Collaboration in Wireless Sensor Networks On the Feasblty of Receve Collaboraton n Wreless Sensor Networs B. Bantaleb, S. Sgg and M. Begl Computer Scence Department Insttute of Operatng System and Computer Networs (IBR) Braunschweg, Germany {behnam,

More information

Guidelines for CCPR and RMO Bilateral Key Comparisons CCPR Working Group on Key Comparison CCPR-G5 October 10 th, 2014

Guidelines for CCPR and RMO Bilateral Key Comparisons CCPR Working Group on Key Comparison CCPR-G5 October 10 th, 2014 Gudelnes for CCPR and RMO Blateral Key Comparsons CCPR Workng Group on Key Comparson CCPR-G5 October 10 th, 2014 These gudelnes are prepared by CCPR WG-KC and RMO P&R representatves, and approved by CCPR,

More information

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /PIMRC.1997.

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /PIMRC.1997. Ftton, M. P., Nx, A. R., & Beach, M. A. (1997). Propagaton aspects of frequency hoppng spread spectrum. n Proceedngs of the 8th EEE Personal and ndoor Moble Rado Conference, Helsnk, Fnland. (Vol. 2, pp.

More information

arxiv: v1 [cs.it] 30 Sep 2008

arxiv: v1 [cs.it] 30 Sep 2008 A CODED BIT-LOADING LINEAR PRECODED DISCRETE MULTITONE SOLUTION FOR POWER LINE COMMUNICATION Fahad Syed Muhammmad*, Jean-Yves Baudas, Jean-Franços Hélard, and Mattheu Crussère Insttute of Electroncs and

More information

FFT Spectrum Analyzer

FFT Spectrum Analyzer THE ANNUAL SYMPOSIUM OF THE INSTITUTE OF SOLID MECHANICS SISOM 22 BUCHAREST May 16-17 ----------------------------------------------------------------------------------------------------------------------------------------

More information

A New Ranging Method for OFDMA Systems

A New Ranging Method for OFDMA Systems where C (m) (l) = C(m) k,d (l) =1, and {A, A k,d > } are ampltude factors. Denote the -pont untary nverse fast Fourer transform (IFFT) of (m) and (m) k,d by x(m) and, respectvely. After cyclc prefx (CP)

More information

THE AIM of second generation terrestrial digital video broadcasting

THE AIM of second generation terrestrial digital video broadcasting EEE TANSACTONS ON BOADCASTNG, VOL. 61, NO. 4, DECEMBE 2015 723 Advanced Preamble Transmt Dversty of Polarzed DVB-T2 MSO System Usng Hybrd Dfferental Modulaton Zfeng Ku, Jae Shn Han, Jeong Mn Cho, Sungho

More information

Traffic balancing over licensed and unlicensed bands in heterogeneous networks

Traffic balancing over licensed and unlicensed bands in heterogeneous networks Correspondence letter Traffc balancng over lcensed and unlcensed bands n heterogeneous networks LI Zhen, CUI Qme, CUI Zhyan, ZHENG We Natonal Engneerng Laboratory for Moble Network Securty, Bejng Unversty

More information

To: Professor Avitabile Date: February 4, 2003 From: Mechanical Student Subject: Experiment #1 Numerical Methods Using Excel

To: Professor Avitabile Date: February 4, 2003 From: Mechanical Student Subject: Experiment #1 Numerical Methods Using Excel To: Professor Avtable Date: February 4, 3 From: Mechancal Student Subject:.3 Experment # Numercal Methods Usng Excel Introducton Mcrosoft Excel s a spreadsheet program that can be used for data analyss,

More information

California, 4 University of California, Berkeley

California, 4 University of California, Berkeley Dversty Processng WCDMA Cell earcher Implementaton Ahmed M. Eltawl, Eugene Grayver 2, Alreza Targhat, Jean Francos Frgon, Kambz hoarnejad, Hanl Zou 3 and Danjela Cabrc 4 Unversty of Calforna, Los Angeles,

More information

MIMO Precoding Using Rotating Codebooks

MIMO Precoding Using Rotating Codebooks 1 MIMO Precodng Usng Rotatng Codebooks C Jang, M Wang, C Yang Abstract Next generaton wreless communcatons rely on multple nput multple output (MIMO) technques to acheve hgh data rates. eedback of channel

More information

Harmonic Balance of Nonlinear RF Circuits

Harmonic Balance of Nonlinear RF Circuits MICROWAE AND RF DESIGN Harmonc Balance of Nonlnear RF Crcuts Presented by Mchael Steer Readng: Chapter 19, Secton 19. Index: HB Based on materal n Mcrowave and RF Desgn: A Systems Approach, nd Edton, by

More information

RESOURCE CONTROL FOR HYBRID CODE AND TIME DIVISION SCHEDULING

RESOURCE CONTROL FOR HYBRID CODE AND TIME DIVISION SCHEDULING RESOURCE CONTROL FOR HYBRID CODE AND TIME DIVISION SCHEDULING Vaslos A. Srs Insttute of Computer Scence (ICS), FORTH and Department of Computer Scence, Unversty of Crete P.O. Box 385, GR 7 Heraklon, Crete,

More information

A Spreading Sequence Allocation Procedure for MC-CDMA Transmission Systems

A Spreading Sequence Allocation Procedure for MC-CDMA Transmission Systems A Spreadng Sequence Allocaton Procedure for MC-CDMA Transmsson Systems Davd Motter, Damen Castelan Mtsubsh Electrc ITE 80, Avenue des Buttes de Coësmes, 35700 Rennes FRAE e-mal: {motter,castelan}@tcl.te.mee.com

More information

Dynamic Resource Allocation Algorithm of UAS by Network Environment and Data Requirement

Dynamic Resource Allocation Algorithm of UAS by Network Environment and Data Requirement Dynamc Resource Allocaton Algorthm of UAS by Network Envronment and Data Requrement Hye-Rm Cheon, Jun-Woo Cho, and Jae-Hyun Km Department of Electrcal and Computer Engneerng Ajou Unversty Suwon, Republc

More information

Assessment of LTE Uplink Power Control with Different Frequency Reuses Schemes

Assessment of LTE Uplink Power Control with Different Frequency Reuses Schemes ICDT 22 : The Seventh Internatonal Conference on Dgtal Telecommuncatons Assessment of LTE Uplnk Power Control wth Dfferent Frequency Reuses Schemes Mohamed M. El-Ghawaby Electroncs and Communcatons AAST

More information

PERFORMANCE OF THE LOCAL AVERAGING HANDOVER TECHNIQUE IN LONG TERM EVOLUTION NETWORKS

PERFORMANCE OF THE LOCAL AVERAGING HANDOVER TECHNIQUE IN LONG TERM EVOLUTION NETWORKS Vol.6 (4) December 5 PERFORANCE OF THE LOCAL AVERAGING HANDOVER TECHNIQUE IN LONG TER EVOLUTION NETWORKS I.O. Elujde*, O.O. Olugbara**, P.A. Owolaw*** and T. Nepal**** Dept. of Informaton Technology, Durban

More information

Energy Efficiency Analysis of a Multichannel Wireless Access Protocol

Energy Efficiency Analysis of a Multichannel Wireless Access Protocol Energy Effcency Analyss of a Multchannel Wreless Access Protocol A. Chockalngam y, Wepng u, Mchele Zorz, and Laurence B. Mlsten Department of Electrcal and Computer Engneerng, Unversty of Calforna, San

More information

ANNUAL OF NAVIGATION 11/2006

ANNUAL OF NAVIGATION 11/2006 ANNUAL OF NAVIGATION 11/2006 TOMASZ PRACZYK Naval Unversty of Gdyna A FEEDFORWARD LINEAR NEURAL NETWORK WITH HEBBA SELFORGANIZATION IN RADAR IMAGE COMPRESSION ABSTRACT The artcle presents the applcaton

More information

Performance and Analysis of CDM-FH-OFDMA for Broadband Wireless Systems

Performance and Analysis of CDM-FH-OFDMA for Broadband Wireless Systems Performance and Analyss of CDM-FH-OFDMA for Broadband Wreless Systems Kan Zheng, Lu Han, Janfeng Wang, and Wenbo Wang Wreless Sgnal Processng Lab, Bejng Unversty of Posts & Telecomms, Bejng, Chna zkan@buptneteducn

More information

AN EFFICIENT ITERATIVE DFT-BASED CHANNEL ESTIMATION FOR MIMO-OFDM SYSTEMS ON MULTIPATH CHANNELS

AN EFFICIENT ITERATIVE DFT-BASED CHANNEL ESTIMATION FOR MIMO-OFDM SYSTEMS ON MULTIPATH CHANNELS AN FFICINT ITRATIV DFT-BASD CHANNL STIMATION FOR MIMO-OFDM SYSTMS ON MULTIPATH CHANNLS Jan Hafang Graduate Unversty of the Chnese Academy of Scences Insttute of Semconductors, CAS Beng, Chna hf@sem.ac.cn

More information

Cooperative Multicast Scheduling Scheme for IPTV Service over IEEE Networks

Cooperative Multicast Scheduling Scheme for IPTV Service over IEEE Networks Cooperatve Multcast Schedulng Scheme for IPTV Servce over IEEE 802.16 Networks Fen Hou 1, Ln X. Ca 1, James She 1, Pn-Han Ho 1, Xuemn (Sherman Shen 1, and Junshan Zhang 2 Unversty of Waterloo, Waterloo,

More information

Graph Method for Solving Switched Capacitors Circuits

Graph Method for Solving Switched Capacitors Circuits Recent Advances n rcuts, ystems, gnal and Telecommuncatons Graph Method for olvng wtched apactors rcuts BHUMIL BRTNÍ Department of lectroncs and Informatcs ollege of Polytechncs Jhlava Tolstého 6, 586

More information

DYNAMIC SYSTEM LEVEL PERFORMANCE FOR MC-CDMA SCHEME J. Rodriguez, X.Yang, D. Mavrakis, R. Tafazolli* D.T. Phan Huy**

DYNAMIC SYSTEM LEVEL PERFORMANCE FOR MC-CDMA SCHEME J. Rodriguez, X.Yang, D. Mavrakis, R. Tafazolli* D.T. Phan Huy** DYNAMC SYSEM EVE PEFOMANCE FO MC-CDMA SCHEME J. odrguez, X.Yang, D. Mavraks,. afazoll* D.. Phan Huy** *Centre for Communcaton Systems esearch, Un. of Surrey, uldford, Surrey. UK e-mal: J..odrguez@surrey.ac.uk

More information

Approximating User Distributions in WCDMA Networks Using 2-D Gaussian

Approximating User Distributions in WCDMA Networks Using 2-D Gaussian CCCT 05: INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS, AND CONTROL TECHNOLOGIES 1 Approxmatng User Dstrbutons n CDMA Networks Usng 2-D Gaussan Son NGUYEN and Robert AKL Department of Computer

More information

A NEW TRANSMISSION STRATEGY FOR SCALABLE MULTIMEDIA DATA ON OFDM SYSTEMS

A NEW TRANSMISSION STRATEGY FOR SCALABLE MULTIMEDIA DATA ON OFDM SYSTEMS 15th European Sgnal Processng Conference (EUSIPCO 27), Poznan, Poland, September 3-7, 27, copyrght by EURASIP A NEW TRANSMISSION STRATEGY FOR SCALABLE MULTIMEDIA DATA ON OFDM SYSTEMS Heykel Houas, Cléo

More information

Power Minimization Under Constant Throughput Constraint in Wireless Networks with Beamforming

Power Minimization Under Constant Throughput Constraint in Wireless Networks with Beamforming Power Mnmzaton Under Constant Throughput Constrant n Wreless etworks wth Beamformng Zhu Han and K.J. Ray Lu, Electrcal and Computer Engneer Department, Unversty of Maryland, College Park. Abstract In mult-access

More information

Adaptive Modulation for Multiple Antenna Channels

Adaptive Modulation for Multiple Antenna Channels Adaptve Modulaton for Multple Antenna Channels June Chul Roh and Bhaskar D. Rao Department of Electrcal and Computer Engneerng Unversty of Calforna, San Dego La Jolla, CA 993-7 E-mal: jroh@ece.ucsd.edu,

More information

High Speed, Low Power And Area Efficient Carry-Select Adder

High Speed, Low Power And Area Efficient Carry-Select Adder Internatonal Journal of Scence, Engneerng and Technology Research (IJSETR), Volume 5, Issue 3, March 2016 Hgh Speed, Low Power And Area Effcent Carry-Select Adder Nelant Harsh M.tech.VLSI Desgn Electroncs

More information

Low Switching Frequency Active Harmonic Elimination in Multilevel Converters with Unequal DC Voltages

Low Switching Frequency Active Harmonic Elimination in Multilevel Converters with Unequal DC Voltages Low Swtchng Frequency Actve Harmonc Elmnaton n Multlevel Converters wth Unequal DC Voltages Zhong Du,, Leon M. Tolbert, John N. Chasson, Hu L The Unversty of Tennessee Electrcal and Computer Engneerng

More information

Chaotic Filter Bank for Computer Cryptography

Chaotic Filter Bank for Computer Cryptography Chaotc Flter Bank for Computer Cryptography Bngo Wng-uen Lng Telephone: 44 () 784894 Fax: 44 () 784893 Emal: HTwng-kuen.lng@kcl.ac.ukTH Department of Electronc Engneerng, Dvson of Engneerng, ng s College

More information

The Spectrum Sharing in Cognitive Radio Networks Based on Competitive Price Game

The Spectrum Sharing in Cognitive Radio Networks Based on Competitive Price Game 8 Y. B. LI, R. YAG, Y. LI, F. YE, THE SPECTRUM SHARIG I COGITIVE RADIO ETWORKS BASED O COMPETITIVE The Spectrum Sharng n Cogntve Rado etworks Based on Compettve Prce Game Y-bng LI, Ru YAG., Yun LI, Fang

More information

Index Terms Adaptive modulation, Adaptive FEC, Packet Error Rate, Performance.

Index Terms Adaptive modulation, Adaptive FEC, Packet Error Rate, Performance. ANALYTICAL COMPARISON OF THE PERFORMANCE OF ADAPTIVE MODULATION AND CODING IN WIRELESS NETWORK UNDER RAYLEIGH FADING 723 Sab Y.M. BANDIRI, Rafael M.S. BRAGA and Danlo H. SPADOTI Federal Unversty of Itajubá

More information

AFV-P 2U/4U. AC + DC Power Solutions. series. Transient Generation for Disturbance Tests. only. High Performance Programmable AC Power Source

AFV-P 2U/4U. AC + DC Power Solutions. series. Transient Generation for Disturbance Tests. only. High Performance Programmable AC Power Source AFV-P seres Hgh Performance Programmable AC Power Source only 2U/4U Intutve Touch Screen HMI Output Frequency up to 15-1000Hz Power Lne Smulatons: Step & Ramp Features Fast Response Tme: 300μs AC Source

More information

A NSGA-II algorithm to solve a bi-objective optimization of the redundancy allocation problem for series-parallel systems

A NSGA-II algorithm to solve a bi-objective optimization of the redundancy allocation problem for series-parallel systems 0 nd Internatonal Conference on Industral Technology and Management (ICITM 0) IPCSIT vol. 49 (0) (0) IACSIT Press, Sngapore DOI: 0.776/IPCSIT.0.V49.8 A NSGA-II algorthm to solve a b-obectve optmzaton of

More information

EMOS Platform: Real-Time Capacity Estimation of MIMO Channels in the UMTS-TDD Band

EMOS Platform: Real-Time Capacity Estimation of MIMO Channels in the UMTS-TDD Band EMOS Platform: Real-Tme Capacty Estmaton of MIMO Channels n the UMTS-TDD Band Raul de Lacerda #1, Leonardo Sampao Cardoso #2, Raymond Knopp #3, Davd Gesbert #4, Mérouane Debbah 5 # Communcaton Department,

More information