Adaptive Channel Estimation in WCDMA STTD Systems

Size: px
Start display at page:

Download "Adaptive Channel Estimation in WCDMA STTD Systems"

Transcription

1 Aaptve Channe Estmaton n WCDMA STTD Systems J-Woong Cho an Yong-Hwan Lee Shoo of Eetra Engneerng an INMC Seou Natona Unversty Kwanak P. O. Box 3 Seou 5-7 Korea e-ma: jwh@frut.snu.a.kr yee@snu.a.kr Abstrat - The reever performane wth the use of a spae tme transmt versty (STTD) sheme s more suseptbe to the auray of hanne estmate than that wthout the use of the STTD sheme sne the espreang sgnas suffer from the effet of rosstak an the transmt power s equay ve nto mutpe transmt antennas. As a resut the effeny of hanne estmaton n the WCDMA STTD system beomes an mportant ssue more than that n the non-sttd system. In ths paper an aaptve hanne estmator () s esgne to mtgate the performane egraaton ue to naurate hanne estmaton. Numera resuts show that the performane mprovement sgnfanty nreases wth the use of the propose partuary when the hanne onton beomes worse. I. INTRODUCTION There have been propose a number of versty shemes for DS-CDMA systems []. Tme versty an be aheve wth the use of ntereavng an hanne ong. The rake reever an obtan the versty effet by ombnng eah mutpath sgna omponent. The spae versty an be reaze wth the use of mutpe antennas at the transmtter an/or the reever. Sne t may not be prata to empoy mutpe antennas n the mobe hanset the transmt antenna versty s wey empoye n the ownnk of the WCDMA system []. The transmt antenna versty sheme an be reaze usng an open-oop or ose-oop sheme. The nformaton on the hanne s not use to transmt the sgna n the open-oop versty sheme whe t s obtane from the reever to ontro the transmt gan of eah antenna n the ose-oop versty sheme []. The use of a spae tme transmt versty (STTD) sheme has been appe to the ata hanne n the WCDMA system as an open-oop transmt versty sheme []. It was shown that the performane an sgnfanty be mprove wth the use of an STTD sheme [3]. The STTD sheme empoys mutpe transmt antennas to prove both the tme an spae versty partuary when the Dopper frequeny s ow or the hanne has a sma number of mutpaths. It was reporte that the reever performane of the STTD sheme s more suseptbe to hanne estmate error than that of a non-sttd sheme sne the error an ause the rosstak between the ajaent symbos []. Moreover the hanne estmate may beome more erroneous n the STTD sheme sne the tota transmt power s spt nto mutpe transmt antennas ereasng the SIR of the esprea pot sgna. As a resut t s requre to use an effent hanne estmator to fuy obtan the effet of transmt versty. Unke n the non-sttd sheme however there have not been muh stues on hanne estmaton n the STTD sheme. The reever performane of the STTD rake reever was evauate when a brk-wa type owpass fter s use as the hanne estmaton fter (CEF) []. A few hanne estmaton shemes were propose for the STTD transever usng the orthogona property of the pot sgna transmtte from eah transmt antenna [56]. The reever performane of the STTD sheme n the WCDMA system s ompare wth that of the non-sttd sheme when a movng average (MA) FIR fter s use as the CEF [7]. It was shown that the reever performane s sgnfanty hange epenng upon the tap sze of the MA CEF an the maxmum Dopper frequeny. However there have been few stues on aaptve hanne estmaton shemes. In ths paper we propose an aaptve hanne estmator () for the WCDMA STTD system by mofyng the for non-sttd DS-CDMA system [8]. The reever performane wth the use of the propose s evauate n the STTD an non-sttd sheme. Seton Ⅱ esrbes the struture of the WCDMA STTD ownnk system. The propose s esrbe n Seton Ⅲ. The performane of the propose sheme s evauate n terms of the BER performane n Seton Ⅳ. Fnay onusons are summarze n Seton V. II. WCDMA STTD DOWNLINK SYSTEM Fg. epts the struture of the WCDMA STTD transmtter for the eate physa hanne (DPCH) []. The STTD enoe DPCH ata x (t) at antenna- an an be represente as s[ t kt x ( t) s[ t (k + ) T s t kt () x( t) s t (k + ) T where T s the symbo tme uraton. In parae wth the DPCH transmsson the orthogona pot symbo sets [A A] an [A -A] (or [-A A]) are transmtte through a ommon pot hanne (CPICH) of eah antenna urng two-symbo tme nterva. The hanne /3/$7. 3 IEEE 78

2 Data Channe Enoer TPC TFI Rate Mathng Intereaver Pot Dversty Pot M U X STTD Enoer QPSK symbos Channezaton oe an ong srambng oe C spreang ength M Ant Ant Ant x ( t ) x ( t) Ant M U X Tx. Antenna Tx. Antenna Fg.. Struture of the WCDMA STTD transmtter for DPCH transmsson. ong rate mathng an ntereavng are one as n the nonversty moe. It an be assume that the hanne between eah transmt antenna an the mobe reever suffers from nepenent fang f the transmt antennas are spae suffenty. We onser a WCDMA STTD rake reever wth L mutpath branhes. For ease of esrpton enote r an r by the vaue of the -th path reeve sgna r (t) esprea at t kt an t (k+)t respetvey as r r r (kt ) h s h s + n () r ((k + ) T ) h s + h s + n where h [ s the hanne gan of the -th path between the transmt antenna an the reever an n j s the nose n the - th path at tme t (k-+j)t j an. Here we assume that the hanne gan s not hange urng two-symbo tme nterva. After mutpyng the esprea DPCH symbo by the estmate hanne gan the esre symbo s obtane by ombnng the esprea symbos. The hanne gan for eah antenna s obtane by espreang the orthogona CPICH symbos. The esprea CPICH symbo p an p of the -th path at t kt an t (k+)t are respetvey gven by p p p (kt ) h A + βh p ((k + ) T ) h A βh A + n ' A + n ' where β s the power rato of the CPICH to DPCH sgna.e. CP β h / h. The nstantaneous hanne gan h CP of antenna- an an be obtane by orreatng the esprea CPICH symbo wth the orthogona pot symbo over two-symbo tme uraton CP h ( p [ A + p [ A ) () CP h ( p [ A p [ A ). The hanne estmate hˆ CP an be obtane by averagng the nstantaneous hanne gan h CP over N symbos N ˆCP CP h h [ k + j] an. (5) N j N (3) The esre symbo an be obtane by L L ( ˆCP ˆCP h r + h r ) ( ˆCP ˆCP h r + h r ). Assumng ea hanne estmaton the reeve sgna an be represente as [] L ( h + h ) s[ + h n + h n } L ( h + h ) s[ h n [ ] + [ ] [ ]}. k h k n k If a hanne estmaton error ours (6) an be represente as [] L L ( h ε + h jθ + h + n [ s[ h h e ( ε ε ) (8) ( h ε + h ε ) s h n ε ) s + h n jθ + h [ ] [ ] + [ ] [ ] [ ] ( [ ] [ ]) k n k s k h k h k e ε k ε k jθ where h h e jθ h h e h h ε for an an θ θ θ. It an be seen that the hanne estmate error an ause the rosstak between s ˆ an s ˆ. Moreover sne the hanne estmaton shou be one for eah transmt antenna the SIR of the CPICH pot sgna s erease by one haf egrang the auray of hanne estmate. The auray of the hanne estmator affets the reever performane n the STTD sheme muh more than that n the non-sttd sheme. III. ADAPTIVE CHANNEL ESTIMATOR We onser the use of an aaptve MA fter as the CEF sne the use of genera FIR fters oes not prove any sgnfant mprovement over the use of an MA FIR fter [8]. When a non- STTD sheme s empoye we orreate the reeve pot symbo for a gven orreator s nterva m as w ( m ) Re h h [ k m ] h (9) J } where h [ s pre-ftere output of h ˆ [ k ] to suppress the nose omponents arger than the maxmum aowabe Dopper frequeny. Wth a gven thresho η for a nteger vaues of m m satsfyng w ( m ) η an be foun n an experenng hanne [8]. The optmum tap sze of the MA CEF an be represente as a funton of m as [8] Nˆ m A ( υ + Io ζ ς I or J ) + K K os / 9 + / θ χ / 5 (6) (7) () 79

3 where A s the rato of the tota sgna to the -th path sgna power υ s the orthogonaty fator I or an I o respetvey enote the power spetra ensty of the reeve sgna from the esre base staton an from other base statons ζ s the spreang fator of the CPICH enotes the CPICH E I or ς s the normaze maxmum Dopper frequeny equa to πf m T K an θ respetvey are the Rean fator an the nent ange of the -th path sgna an χ s equa to an 5 n the ase of the ass an fat spetrum respetvey. Note that the quantty πf m T an be auate for a gven hanne onton. Sne the optmum tap sze an be represente as a funton of the symbo nterva of the orreator n () we an esgn an usng a sma number of orreators as shown n Fg. where the of the -th fnger s epte. The onssts of the hanne parameter estmator (CPE) an hanne estmaton ontroer (CEC). The CPE assfes one of the preetermne hanne ontons base on the output of the orreators. Eah orreator n the CPE generates w ( m j ) for < m < L m. Usng the property that w ( ) fast m < G m ereases as m nreases the hanne envronment an be assfe by omparng w ( m j ) wth a thresho η. If the j-th orreator output of the -th fnger beomes ess than η for the frst tme.e. w ( m j ) < η an w ( m ) η... j j G () the CPE nfers that the hanne envronment beongs to the hanne onton-j. In ths ase the tap sze of the orresponng MA fter s set to N j G. Note that N j G + orrespons to the ase when no orreator output s smaer than the thresho. Ths happens when the hanne response too sowy vares. The parameters of the CPE as m an N are etermne n the CEC onserng possbe vaues of the Rean fator path power CPICH E/Ior an Ior/Io [8]. Thus the hanne onton an be estmate n rea tme wthout exat a pror nformaton on the operatng onton. The SIR of the esprea pot symbo s reue to one haf ompare to that of the non-sttd sheme sne the transmt power s equay spt nto the two transmt antennas. However the SIR of the pot symbo beomes the same as that of the non-sttd sheme after () ue to the two-symbo averagng effet. Thus the propose for non-sttd sheme an be appe to the STTD sheme wthout muh mofaton when h CP s empoye as the nput of the. Instea sne t requres two symbos for () the tap sze of the MA CEF an the orreator s nterva of the CPE nee to be erease by one haf. For exampe assume that m an N ˆ for the n the non-sttd sheme. These vaues shou be hange to m ST an N ˆ n the ST STTD sheme. Conserng the hange of the reatonshp between m ST an N ˆ the optmum tap sze of the MA CEF n the ST STTD sheme s etermne by 3 ˆ m ( ). os / 9 / ST A υ + Io Ior + K N () ST ζ K + θ χ ς Note that the optmum tap sze s erease by a fator of / 5 / 5 when the STTD sheme s empoye. Other proeures for the esgn are the same as those n the non-sttd ase [8]. IV. PERFORMANCE EVALUATION In orer to nvestgate the effet of hanne estmaton on the reever performane n the STTD sheme the reever performane s evauate when the propose s empoye. The smuaton onton s summarze n Tabe an. Conserng the margn for e/mutpath searh s usuay set to - B [9] but the ase of -3B s aso onsere for performane omparson. Note that Ior/Io9B an Ior/Io-3B represent the ase when the mobe s near the base staton an near the e bounary respetvey. We onser the use of a CEF wth one sot averagng tme nterva n the fxe hanne estmator (FCE) for performane omparson. The propose empoys four orreators an fve CEFs.e. the CEC etermnes suh that m } an N } when K < 9 θ 9 B 5B I or I o B A an χ 5. Parameters for hanne envronment h [ k ] h [ k ] h [ Prefter Channe estmaton ontroer G m Channe parameter estmator N α Channe estmaton fter (a) Struture of the for the -th fnger G m Correator-( m) Correator-( m ) Correator- G( m ) G Correator bank ( ) w m ( ) w m w m ( G ) h ˆ [ k ] α argmn w ( m ) < η} α...g (b) Struture of the hanne parameter estmator Fg.. Propose. 75

4 Tabe. Smuaton onton. Parameter Vaue DPCH Kbps CPICH E/Ior -3B -B Channe Rayegh 3GPP moe (Case- Case-3) Power ontro Step sze: B Contro pero: sot (.667ms) Tabe. Propagaton hanne onton. 3GPP Case- 3GPP Case-3 Reatve Deay [ns] Average Power [B] Reatve Deay [ns] Average Power [B] Fg. 3 5 an 6 ept the reever performane n terms of the requre DPCH E/Ior for a BER of 3 when the propose s empoye for hanne estmaton n both the STTD an non- STTD systems. Note that the requre DPCH E/Ior for a BLER of approxmatey resuts n a BER of 3. It an be seen that the use of the propose an prove sgnfant performane mprovement over the use of the FCE n the STTD sheme ompare to that n the non-sttd sheme. The n the STTD sheme an prove performane mprovement of up to.6 B over the use of the FCE even when the CPICH power s reatvey hgh (e.g. -B). The performane mprovement nreases as the CPICH power ereases or the mobe moves towar the e bounary. Sne the MA CEF of the FCE s optmum at hgh Dopper frequeny (.e. about f 5Hz) the DPCH E/Ior gan wth the use of the nreases as f ereases. Tabe 3 summarzes the E/Ior gan wth the use of the propose over the FCE at f 6Hz. Sne the transmt power s equay ve nto the two transmt antennas n the STTD sheme the auray of hanne estmaton eterorates. Thus when s -B n the STTD sheme the SIR of the CPICH s approxmatey the same as that when s -3B n the non-sttd sheme. The reever performane of the STTD sheme epens on the auray of the hanne estmate muh more than that of the non-sttd sheme ue to the effet of rosstak. As a resut t an be seen from Tabe 3 that the DPCH E/Ior gan n the STTD sheme wth -B s arger than that n the non-sttd sheme wth - 3B uner the most of hanne ontons. Note that the transmt power of the CPICH s not ontroe n response to the hanne onton unke the transmt power of the DPCH. The performane fferene ue to the use of the an FCE n the non-sttd sheme s maxmze when the hanne has a sma number of mutpaths an ow Ior/Io as n Fg. sne the auray of the hanne estmate sgnfanty affets the reever performane. In ths ase a arge number of bt errors an our when the sgna suffers from eep fang sne the nstantaneous SIR of the CPICH pot symbo s sgnfanty erease. Ths performane egraaton ereases as the number of mutpaths nreases or Ior/Io nreases beause the mutpath versty effet s obtane or a suen SIR fa-off ours ess frequenty respetvey. When an STTD sheme s empoye there exsts at east two mutpaths even when the hanne has a snge path between eah transmt an reeve antenna makng the reever never experene fat fang n the STTD sheme. As a resut the effet of no power ontro of the CPICH n the STTD sheme s ess mportant than that n the non-sttd sheme. In ths ase the reever performane beomes ess affete by the auray of hanne estmate ompare to that n the non-sttd sheme. As a resut when the hanne has a sma number of mutpaths an ow Ior/Io the use of the n the STTD sheme oes not prove sgnfant gan over the non-sttd sheme as shown n Fg.. V. CONCLUSIONS In ths paper an has been propose for the WCDMA STTD system. The propose an sgnfanty mprove the reever performane ompare the fxe hanne estmator. The performane mprovement nreases as the transmt power of the CPICH ereases or the mobe moves towar the e bounary. In aton to performane mprovement the propose an aso be use for other purposes sne t an prove the nformaton on the spee of hanne varaton. In the next generaton mobe systems t s key to empoy mutpe antennas at the transmtter an/or the reever. In ths ase the auray of hanne estmaton beomes muh mportant ue to the effet of rosstak an spt transmt power requrng the use of an effent hanne estmator to fuy obtan the avantage of the use of mutpe antennas. RERFERENCE [] T. Ojanpera an R. Prasa Weban CDMA for thr generaton mobe ommunatons Arteh House 998. [] 3GPP 3G TS 5. Physa hannes an mappng of transport hannes onto physa hannes (FDD) Ot.. [3] S. M. Aamout A smpe transmt versty tehnque for wreess ommunatons IEEE J. Seet. Areas Commun. vo. 6 pp Ot [] A. Correa A. Hottnen an R. Whman Spae-tme transmtter versty shemes for weban CDMA Pro. VTC Sprng pp May. [5] P. Shuz-Rtth J. Batersee an G. Fok Channe estmaton for DS-CDMA wth transmt versty over 75

5 frequeny seetve fang hannes Pro. VTC Sprng pp May. [6] S. H. Won W. W. Km an S. C. Bang Channe estmaton methos aequate to spae tme transmt versty reever n the W-CDMA IMT- system Pro. VTC Fa pp Ot.. [7] Yangxn an Y. Xaohu Performane anayss of spae-tme transmt versty for weban CDMA Pro. VTC Sprng pp. 6-8a May. [8] J.-W. Cho an Y.- H. Lee An aaptve hanne estmator n pot hanne base DS-CDMA systems Pro. VTC Sprng pp May. [9] 3GPP 3G TS 5. UE Rao Transmsson an DPCH E/Ior -3 BER DPCH E/Ior -3 BER DPCH E/Ior -3 BER Reepton (FDD) Ot Iea FCE (sot) Dopper frequeny (Hz) -B Iea FCE (sot) Dopper frequeny (Hz) () Non-STTD -B -9. Fg. 3. Iea FCE (sot) DPCH E/Ior -3 BER DPCH E/Ior -3 BER Iea FCE (sot) Dopper frequeny (Hz) (b) STTD -3B Iea FCE (sot) Dopper frequeny (Hz) () Non-STTD -3B Requre E/Ior (Case- an Ior/Io9B). Dopper frequeny (Hz) DPCH E/Ior -3 BER -9. Iea FCE (sot) Dopper frequeny (Hz) DPCH E/Ior -3 BER DPCH E/Ior -3 BER DPCH E/Ior -3 BER DPCH E/Ior -3 BER Iea FCE (sot) Dopper frequeny (Hz) DPCH E/Ior -3 BER Iea FCE (sot) Dopper frequeny (Hz) -B (b) STTD -3B Iea FCE (sot) Dopper frequeny (Hz) () Non-STTD -9. Fg. 5. Iea FCE (sot) -B DPCH E/Ior -3 BER -.5 Iea FCE (sot) Dopper frequeny (Hz) () Non-STTD -3B Requre E/Ior (Case-3 an Ior/Io9B). Dopper frequeny (Hz) DPCH E/Ior -3 BER Iea FCE (sot) Dopper frequeny (Hz) -B (b) STTD -3B Dopper frequeny (Hz) Iea FCE (sot) () Non-STTD -B Fg. 6. DPCH E/Ior -3 BER Iea FCE (sot) Dopper frequeny (Hz) () Non-STTD -3B Requre E/Ior (Case-3 an Ior/Io-3B). DPCH E/Ior -3 BER B (b) STTD -3B Iea FCE (sot) Dopper frequeny (Hz) () Non-STTD -B Fg.. DPCH E/Ior -3 BER Iea FCE (sot) Dopper frequeny (Hz) () Non-STTD -3B Requre E/Ior (Case- an Ior/Io-3B). Tabe 3. Channe Case- Case-3 E/Ior gan wth the use of the over the FCE at f 6Hz. Ior/Io9B Ior/Io-3B No STTD STTD No STTD STTD (B) (B) (B) (B) (B) - < <

Joint Doppler frequency shift compensation and data detection method using 2-D unitary ESPRIT algorithm for SIMO-OFDM railway communication systems

Joint Doppler frequency shift compensation and data detection method using 2-D unitary ESPRIT algorithm for SIMO-OFDM railway communication systems Jont Dopper frequeny shft ompensaton and data deteton method usng 2-D untary ESPRIT agorthm for SIMO-OFDM raway ommunaton systems Huyue Y, Member, IEEE Abstrat In ths paper, we present a jont Dopper frequeny

More information

A Space-Time Pre-RAKE Transmitter Diversity Method for W-CDMA Using Long Range Prediction 1

A Space-Time Pre-RAKE Transmitter Diversity Method for W-CDMA Using Long Range Prediction 1 A Spae-Tme Pre-RAKE Transmtter versty ethod for W-CA Usng Long Range Predton Sen Gunavd and Alexandra uel-hallen North Carolna State Unversty ept of Eletral and Computer Engneerng Center for Advaned Computng

More information

An Improved Algorithm of Successive Interference Cancellation for STC-OFDM Systems

An Improved Algorithm of Successive Interference Cancellation for STC-OFDM Systems Sensors & ransucers Vo. 66 Issue 3 March 04 pp. 5-55 Sensors & ransucers 04 by IFS Pubshng S. L. http://www.sensorsporta.com n Improve gorthm of Successve Interference Canceaton for SC-OFDM Systems We

More information

ABSTRACT. 1. Introduction

ABSTRACT. 1. Introduction Communatons an Network, 3, 5, 367-373 http://x.o.org/.436/n.3.53b67 Publshe Onlne September 3 (http://www.srp.org/journal/n) Resoure Alloaton an Beamformng Algorthm Base on Interferene Avoane Approah for

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

LMS Beamforming Using Pre and Post-FFT Processing for OFDM Communication Systems

LMS Beamforming Using Pre and Post-FFT Processing for OFDM Communication Systems B LMS Beamformng Usng Pre and Post-FFT Processng for OFDM Communcaton Systems Mohamed S. Heae (), Mohab A. Mangoud () and Sad Enoub (3) () Teecomm Egypt Co., Aexandra Sector, e-ma: m.shory@yahoo.com ()

More information

Improving Broadband Acoustic Doppler Current Profiler with Orthogonal Coprime Pulse Pairs and Robust Chinese Remainder Theorem

Improving Broadband Acoustic Doppler Current Profiler with Orthogonal Coprime Pulse Pairs and Robust Chinese Remainder Theorem Improvng Broadband Aoust Doppler Current Profler wth Orthogonal Coprme Pulse Pars and Robust Chnese Remander Theorem Cheng Ch, Har Vshnu and Koay Teong Beng Aoust Researh aboratory, Tropal Marne Sene Insttute,

More information

Design and Optimization of a New Power Monitor with Small Size

Design and Optimization of a New Power Monitor with Small Size Desgn and Optmzaton of a New Power Montor wth Small Sze ABBAS ALI LOTFI NEYESTANAK ALI HOMAII MASOOD KHOSROSHAHY MOHAMMAD MIRHOSAINI Eletral Engneerng Eletral Engneerng Eletral Engneerng Eletral Engneerng

More information

Performance Analysis of MIMO SFBC CI-COFDM System against the Nonlinear Distortion and Narrowband Interference

Performance Analysis of MIMO SFBC CI-COFDM System against the Nonlinear Distortion and Narrowband Interference Performance Anayss of MIMO SFBC CI-COFDM System aganst the onnear Dstorton and arrowband Interference YSuravardhana eddy Department of ECE JTUACEAnantapur AP E-ma: suravardhana@gmacom K ama adu Department

More information

Link-Level Analysis of Downlink Handover Regions in UMTS

Link-Level Analysis of Downlink Handover Regions in UMTS Link-Level Analysis of Downlink Handover Regions in UMTS Atta Ul Quddus, Xinjie Yang and Rahim Tafazolli, Member, IEEE Abstrat This paper investigates the downlink handover (soft/softer/hard) performane

More information

A Non-cooperative Game Theoretic Approach for Multi-cell OFDM Power Allocation Ali Elyasi Gorji 1, Bahman Abolhassani 2 and Kiamars Honardar 3 +

A Non-cooperative Game Theoretic Approach for Multi-cell OFDM Power Allocation Ali Elyasi Gorji 1, Bahman Abolhassani 2 and Kiamars Honardar 3 + 29 Internatona Symposum on Computng, Communcaton, and Contro (ISCCC 29 Proc.of CSIT vo. (2 (2 IACSIT Press, Sngapore A Non-cooperatve Game Theoretc Approach for Mut-ce OFDM Power Aocaton A Eyas Gorj, Bahman

More information

Performance Analysis of an Enhanced DQRUMA/MC-CDMA Protocol with an LPRA Scheme for Voice Traffic

Performance Analysis of an Enhanced DQRUMA/MC-CDMA Protocol with an LPRA Scheme for Voice Traffic Performance Anayss of an Enhanced DQRUA/C-CDA Protoco wth an LPRA Scheme for Voce Traffc Jae Yoon Park Korea Teecom R&D Group, Woomyun-dong 17, Seou, 137-792, Korea Seung Yeob Nam Dept. of EECS, KAIST,

More information

User Based Resource Scheduling for Heterogeneous Traffic in the Downlink of OFDM Systems

User Based Resource Scheduling for Heterogeneous Traffic in the Downlink of OFDM Systems G. Indumath S. Vjayaran K. Murugesan User Based Resource Schedung for Heterogeneous Traffc n the Downn of OFDM Systems INDUMATHI.G VIJAYARANI.S Department of ECE Mepco Schen Engneerng Coege Svaas INDIA.

More information

Comparative Effect of Rake Receiver Technology on CDMA Rayleigh Multipath Transmission.

Comparative Effect of Rake Receiver Technology on CDMA Rayleigh Multipath Transmission. Comparative Effet of Rake Reeiver Tehnoogy on CDMA Rayeigh Mutipath Transmission. Nnebedum V.I & Nwobu E.J 2,2 Eetria and Eetroni Engineering Department University of Port Harourt, Rivers State, Nigeria

More information

ECE5713 : Advanced Digital Communications. Concept of a constellation diagram. Digital Modulation Schemes. Bandpass Modulation MPSK MASK, OOK MFSK

ECE5713 : Advanced Digital Communications. Concept of a constellation diagram. Digital Modulation Schemes. Bandpass Modulation MPSK MASK, OOK MFSK ECE5713 : Advaned Dgtal Communaton In-phae and Quadrature (I&Q) Repreentaton Bandpa Modulaton MPSK MASK, OOK MFSK Any bandpa gnal an alo be repreented a ( = x( o( ω 0t ) y( n( ω 0t ) x( a real-valued gnal

More information

This version was downloaded from Northumbria Research Link:

This version was downloaded from Northumbria Research Link: Ctaton: Nguyen, H. Q., Cho, Joon-Ho, Kang, Moonsoo, Ghassemlooy, Zabh, Km, D. H., Lm, S., Kang, T. an Lee, Chung Ghu (010) A MATLAB base smulaton program for noor vsble lght ommunaton system. In: 7th Internatonal

More information

An Efficient Method for GPS Multipath Mitigation Using the Teager-Kaiser-Operator-Based MEDLL

An Efficient Method for GPS Multipath Mitigation Using the Teager-Kaiser-Operator-Based MEDLL YI HU, AOZHONG SONG, BIN ENG, XIAOYU DANG, AN EFFICIENT ETHOD FOR GPS ULTIPATH ITIGATION USING An Effent ethod for GPS ultpath tgaton Usng the Teager-Kaser-Operator-Based EDLL Y HU, aozhong SONG,, Bn ENG,

More information

Outage Probability Analysis of Multipath Fading Channels in Long Term Evolution-LTE

Outage Probability Analysis of Multipath Fading Channels in Long Term Evolution-LTE Proeedngs of Internatonal Conferene on Emergng Trends n Eletrons & Teleommunatons (ICETET) 9 th - 31 st May, 1 KUALA LUMPUR, MALAYSIA (MTEC1) ISS (onlne): 39- ISS (prnt): 39- Outage Probablty Analyss of

More information

Study and Optimization of Cooperative Spectrum Sensing in OFDM Cognitive Radio Networks

Study and Optimization of Cooperative Spectrum Sensing in OFDM Cognitive Radio Networks IJCSI Internatonal Journal of Computer Sene Issues, Vol. 9, Issue 6, o 3, ovember ISS (Onlne): 69-8 www.ijcsi.org 7 Study and Optmzaton of Cooperatve Spetrum Sensng n OFDM Cogntve Rado etworks Yngxue LI,

More information

Cooperative Wireless Multicast: Performance Analysis and Power/Location Optimization

Cooperative Wireless Multicast: Performance Analysis and Power/Location Optimization 88 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 9, NO. 6, JUNE Cooperatve Wreess Mutcast: Performance Anayss and Power/Locaton Optmzaton H. Vcky Zhao, Member, IEEE, and Wefeng Su, Member, IEEE Abstract

More information

MIMO Eigen Beamforming for HSUPA of TD- SCDMA

MIMO Eigen Beamforming for HSUPA of TD- SCDMA 25 Asa-Paf Conferene on Communatons, Perth, Western Australa, 3-5 Otober 25. IO Egen Beamformng for SUPA of TD- SCDA LIU Guangy, LIU Xantao, ZANG Janhua, ZANG Png WTI Lab, Bejng Unversty of Posts&Teleommunatons,

More information

Characterizing the Downlink Transmission Power for WCDMA Networks in Multiservice Environments

Characterizing the Downlink Transmission Power for WCDMA Networks in Multiservice Environments Charaterizing the Downink Transmission Power for WCDA etworks in utiservie Environments Chie Dou and iang-uen Huang Department of Eetria Engineering ationa Yunin University of Siene and Tehnoogy o. 23,

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

Jurnal Teknologi. CRLB Analysis for Cognitive IR-UWB with Imperfect Sensing. Full paper

Jurnal Teknologi. CRLB Analysis for Cognitive IR-UWB with Imperfect Sensing. Full paper Jurna enoog Fu aer CRB Anayss for Cogntve R-UWB wth merfet Sensng Haeh Hossen a* orshea Fsa a Sharfah Kamah Syed-Yusof a a Eetra Engneerng Deartment Unverst enoog aaysa 830 U Johor Bahru Johor aaysa *Corresondng

More information

Service Life Design for Sustainable Infrastructures - Durability Design of Concrete Structures in Present Japan and Future -

Service Life Design for Sustainable Infrastructures - Durability Design of Concrete Structures in Present Japan and Future - Serve Lfe Desgn for Sustanable Infrastrutures - Durablty Desgn of Conrete Strutures n Present Jaan an Future - UEDA Tamon Hoao Unversty ABSTRACT: Ths aer ntroues the urablty esgn n Stanar Sefaton of Conrete

More information

Aalborg Universitet. Published in: IEEJ Transactions on Power and Energy. DOI (link to publication from Publisher): /ieejpes.129.

Aalborg Universitet. Published in: IEEJ Transactions on Power and Energy. DOI (link to publication from Publisher): /ieejpes.129. Aalborg Unverstet Resstor Type Superonutng Fault Current Lmter: Optmum Shunt Resstane Determnaton to Enhane Power System Transent Stablty Hooshyar, Hossen; Heyar, Hossen; Savagheb, Meh; Sharf, Reza Publshe

More information

UWB & UWB Channels HANI MEHRPOUYAN

UWB & UWB Channels HANI MEHRPOUYAN UWB & UWB Channes HANI MEHRPOUYAN Abstract Utra Wde Band (UWB) sgnang s expected to pay an mportant roe n the future of communcatons systems. UWB uses extremey wde transmsson bandwdths (n excess of 3 GHz),

More information

Investigation of the Performance of the Wavelet Packet Based Multi-Carrier CDMA Communications in Rayleigh Fading Channel

Investigation of the Performance of the Wavelet Packet Based Multi-Carrier CDMA Communications in Rayleigh Fading Channel Investgaton of the Performane of the Wavelet Paket Based Mult-Carrer CDMA Communatons n Raylegh Fadng Channel Mohamed N. El-Eandran, Ehab F. Badran and Darwsh A. Mohamed Arab Aademy for Sene and Tehnology

More information

Systematic Approach for Scheduling of Tasks and Messages under Noise Environment

Systematic Approach for Scheduling of Tasks and Messages under Noise Environment Systematc Approach for Schedung of asks and Messages under Nose nvronment Hyoung Yuk KIM Hye Mn SHIN and Hong Seong PARK Dept of ectrca and omputer ng Kangwon Natona Unversty 9- Hyoja Dong huncheon 00-70

More information

MMSE adaptive receiver vs. rake receiver performance evaluation for UWB signals over multipath fading channel

MMSE adaptive receiver vs. rake receiver performance evaluation for UWB signals over multipath fading channel Internatonal Journal o Wreless Communatons, Networkng and Moble Computng 2015; 1(02): 12-23 Publshed onlne 01 19 2015 (http://www.aast.org/journal/wnm) MMSE adaptve reever vs. rake reever perormane evaluaton

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

Definition of level and attenuation in telephone networks

Definition of level and attenuation in telephone networks Defnton of eve and attenuaton n teephone networks o The purpose: defnton of the measurement unts used for sgna eve and crcut gan/attenuaton n teephony; defnton of the reference ponts empoyed n teephone

More information

Coded Adaptive Linear Precoded Discrete Multitone Over PLC Channel

Coded Adaptive Linear Precoded Discrete Multitone Over PLC Channel Coded Adaptve Lnear Preoded Dsrete Multtone Over PLC Channel Fahad Syed Muhammad, Jean-Yves Baudas, Jean-Franços Hélard, Mattheu Crussère To te ths verson: Fahad Syed Muhammad, Jean-Yves Baudas, Jean-Franços

More information

Modeling, Analysis and Control of a Chain Cell Converter

Modeling, Analysis and Control of a Chain Cell Converter Moelng, Analyss an Control of a Chan Cell Converter A. Kran Kumar, an K. R. Payar, enor Member, IEEE Abstrat Chan ell onverter as a shunt onnete, multlevel voltage soure onverter has been propose for stat

More information

Neuro-Fuzzy Network for Adaptive Channel Equalization

Neuro-Fuzzy Network for Adaptive Channel Equalization Neuro-Fuzzy Network for Adaptve Channe Equazaton Rahb H.Abyev 1, Tayseer A-shanabeh 1 Near East Unversty, Department of Computer Engneerng, P.O. Box 670, Lefkosa, TRNC, Mersn-10, Turkey rahb@neu.edu.tr

More information

Interference Analysis in Time and Frequency Asynchronous Network MIMO OFDM Systems

Interference Analysis in Time and Frequency Asynchronous Network MIMO OFDM Systems Interference Anayss n Tme and Frequency Asynchronous etwork MIMO OFDM Systems Vncent Kotzsch and Gerhard Fettwes Vodafone Char Mobe Communcatons Systems, TU-Dresden, Germany Ema: {vncent.kotzsch, fettwes}@fn.et.tu-dresden.de

More information

the locking behaviors under two different conditions. They have reported a locking time of 60µS for a frequency hop

the locking behaviors under two different conditions. They have reported a locking time of 60µS for a frequency hop , July 3-5, 2013, Lonon, U.K. Smulaton o Analog Phase-loke Loop or Frequeny Hoppng Applaton N. Haque, P. K. Boruah an T. Bezboruah, IAENG Member Abstrat-We moel an smulate an analog phase-loke loop or

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

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

Optimal and water-filling Algorithm approach for power Allocation in OFDM Based Cognitive Radio System

Optimal and water-filling Algorithm approach for power Allocation in OFDM Based Cognitive Radio System Internatona Journa of Engneerng Research and Technoogy. ISS 0974-3154 Voume 10, umber 1 (017) Internatona Research Pubcaton House http://www.rphouse.com Optma and water-fng Agorthm approach for power Aocaton

More information

29 th NATIONAL RADIO SCIENCE CONFERENCE (NRSC 2012) April 10-12, 2012, Faculty of Engineering/Cairo University, Egypt

29 th NATIONAL RADIO SCIENCE CONFERENCE (NRSC 2012) April 10-12, 2012, Faculty of Engineering/Cairo University, Egypt Apr 10-1, 01, Facuty of Engneerng/Caro Unversty, Egypt Combned Coaboratve and Precoded MIMO for Upnk of the LTE-Advanced Karm A. Banawan 1, Essam A. Sourour 1 Facuty of Engneerng, Unversty of Aexandra,

More information

A Cooperative Spectrum Sensing Scheme Based on Trust and Fuzzy Logic for Cognitive Radio Sensor Networks

A Cooperative Spectrum Sensing Scheme Based on Trust and Fuzzy Logic for Cognitive Radio Sensor Networks IJCSI Internatona Journa of Computer Scence Issues, Vo., Issue, No, January 23 ISSN (Prnt: 694-784 ISSN (Onne: 694-84 www.ijcsi.org 275 A Cooperatve Spectrum Sensng Scheme Based on Trust and Fuzzy Logc

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

MIMO Schemes In UTRA LTE, A Comparison

MIMO Schemes In UTRA LTE, A Comparison MIMO Schemes In UA LE A Comparson Chrstoph Spege 1 Jens Berkmann Zjan Ba 1 obas Schoand 3 Chrstan Drewes Gudo. Bruck 1 Bertram Gunzemann Peter Jung 1 1 Unverstät Dusburg-Essen Lehrstuh für Kommunkatonsechnk

More information

Channel Division Multiple Access Based on High UWB Channel Temporal Resolution

Channel Division Multiple Access Based on High UWB Channel Temporal Resolution Channe Division Mutipe Access Based on High UWB Channe Tempora Resoution Rau L. de Lacerda Neto, Aawatif Menouni Hayar and Mérouane Debbah Institut Eurecom B.P. 93 694 Sophia-Antipois Cedex - France Emai:

More information

Optimization of PI Controller using PSO for Power Electronic Converter

Optimization of PI Controller using PSO for Power Electronic Converter IOSR Journal of Eletral and Eletrons Engneerng (IOSR-JEEE) e-issn: 2278-1676,p-ISSN: 232-3331, Volume 9, Issue 2 Ver. VI (Mar Apr. 214), PP 36-4 Optmzaton of PI Controller usng PSO for Power Eletron Converter

More information

Uplink User Selection Scheme for Multiuser MIMO Systems in a Multicell Environment

Uplink User Selection Scheme for Multiuser MIMO Systems in a Multicell Environment Uplnk User Selecton Scheme for Multuser MIMO Systems n a Multcell Envronment Byong Ok Lee School of Electrcal Engneerng and Computer Scence and INMC Seoul Natonal Unversty leebo@moble.snu.ac.kr Oh-Soon

More information

THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN

THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN A CDMA SYSTEM Yan Zhang, Laurence B. Mistein, and Pau H. Siege Department of ECE, University of Caifornia, San Diego

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

Dynamic Resource Control for High-Speed Downlink Packet Access Wireless Channel

Dynamic Resource Control for High-Speed Downlink Packet Access Wireless Channel MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.mer.com Dynamc Resource Contro for Hgh-Speed Downn Pacet Access Wreess Channe Hua-Rong Shao, Cha Shen, Daqng Gu, Jnyun Zhang, Php Or TR2003-60 May 2003

More information

Low-Complexity Factor Graph Receivers for Spectrally Efficient MIMO-IDMA

Low-Complexity Factor Graph Receivers for Spectrally Efficient MIMO-IDMA Low-Compexty Factor Graph Recevers for Spectray Effcent MIMO-IDMA Cemens Nova, Franz Hawatsch, and Gerad Matz Insttute of Communcatons and Rado-Frequency Engneerng, Venna Unversty of Technoogy Gusshausstrasse

More information

A High-Sensitivity Oversampling Digital Signal Detection Technique for CMOS Image Sensors Using Non-destructive Intermediate High-Speed Readout Mode

A High-Sensitivity Oversampling Digital Signal Detection Technique for CMOS Image Sensors Using Non-destructive Intermediate High-Speed Readout Mode A Hgh-Senstvty Oversamplng Dgtal Sgnal Detecton Technque for CMOS Image Sensors Usng Non-destructve Intermedate Hgh-Speed Readout Mode Shoj Kawahto*, Nobuhro Kawa** and Yoshak Tadokoro** *Research Insttute

More information

THE third Generation Partnership Project (3GPP) has finalized

THE third Generation Partnership Project (3GPP) has finalized 3 8th Internatona Conference on Communcatons and Networkng n Chna (CHINACOM MU-MIMO User Parng Agorthm to Acheve Overhead-Throughput Tradeoff n LTE-A Systems Yng Wang, Fe Peng, Wedong Zhang, Yuan Yuan

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

Bit-error rate analysis for hybrid PIM-CDMA optical wireless. communication systems

Bit-error rate analysis for hybrid PIM-CDMA optical wireless. communication systems Bt-error rate analyss for hybrd IM-CDMA optal wreless ommunaton systems Z. Ghassemlooy, C. K See, J. M. Holdng and C. Lu 2 Optal Communatons Researh Group, Shool of Engneerng, Sheffeld Hallam Unersty,

More information

TORQUE RIPPLE MINIMIZATION, SUPPRESS HARMONICS, AND NOISE OF BRUSHLESS PM SYNCHRONOUS MOTORS DERIVED BY FIELD ORIENTED CONTROL

TORQUE RIPPLE MINIMIZATION, SUPPRESS HARMONICS, AND NOISE OF BRUSHLESS PM SYNCHRONOUS MOTORS DERIVED BY FIELD ORIENTED CONTROL www.arpapress.com/volumes/vol12issue3/ijrras_12_3_19.pf TORQUE RIPPLE MINIMIZATION, SUPPRESS HARMONICS, AND NOISE OF BRUSHLESS PM SYNCHRONOUS MOTORS DERIVED BY FIELD ORIENTED CONTROL Hamy Mohame Solman

More information

Cooperative Connectivity Models and Bounds. for Wireless Relay Networks

Cooperative Connectivity Models and Bounds. for Wireless Relay Networks Cooperatve Connectvty Modes and Bounds for Wreess Reay Networs John Boyer B. Eng. M. A. c. A thess submtted to he Facuty of Graduate tudes and Research In parta fufment of the requrements for the degree

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

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 Weighted Centroid Localization Algorithm

An Improved Weighted Centroid Localization Algorithm Internatonal Journal of Future Generaton Communcaton an Networng Vol.6, No.5 (203), pp.45-52 http://x.o.org/0.4257/fgcn.203.6.5.05 An Improve Weghte Centro Localzaton Algorthm L Bn, Dou Zheng*, Nng Yu

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

Module 5 Carrier Modulation. Version 2 ECE IIT, Kharagpur

Module 5 Carrier Modulation. Version 2 ECE IIT, Kharagpur Module 5 Carrier Modulation Version ECE II, Kharagpur Lesson 5 Quaternary Phase Shift Keying (QPSK) Modulation Version ECE II, Kharagpur After reading this lesson, you will learn about Quaternary Phase

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

Bit Error Probability of Cooperative Diversity for M-ary QAM OFDM-based system with Best Relay Selection

Bit Error Probability of Cooperative Diversity for M-ary QAM OFDM-based system with Best Relay Selection 011 Internatonal Conerence on Inormaton and Electroncs Engneerng IPCSIT vol.6 (011) (011) IACSIT Press, Sngapore Bt Error Proalty o Cooperatve Dversty or M-ary QAM OFDM-ased system wth Best Relay Selecton

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

Effects of Channel Estimation Error on the BER Performance of OFDM Systems in Multipath Rayleigh Fading Channels

Effects of Channel Estimation Error on the BER Performance of OFDM Systems in Multipath Rayleigh Fading Channels ffects of Channel stmaton rror on the BR Performance of OFDM Systems n Multpath Raylegh Fang Channels Ch-Hsao Yh Department of lectrcal ngneerng Tamkang Unversty Tamsu, Tawan, 5137 mal: chyh@ee.tku.eu.tw

More information

LS-SVM Based WSN Location Algorithm in NLOS Environments

LS-SVM Based WSN Location Algorithm in NLOS Environments 06 6 th Internatona Conference on Informaton echnoogy for Manufacturng Systems (IMS 06 ISB: 978--60595-353-3 LS-SVM Based WS Locaton Agorthm n LOS Envronments Hongyan Zhang, Zheng Lu, Bwen Wang Unversty

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

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

A Robust Adaptive Carrier Frequency Offset Estimation Algorithm for OFDM

A Robust Adaptive Carrier Frequency Offset Estimation Algorithm for OFDM Amercan Journal of Sgnal Processng 015, 5(A): 6-31 DOI: 10.593/s.ajsp.01501.04 A Robust Aaptve Carrer Frequency Offset Estmaton Algorthm for OFDM Azam Khall *, Amr Rastegarna, Bahareh Darvsh Department

More information

Rate-Allocation Strategies for Closed-Loop MIMO-OFDM

Rate-Allocation Strategies for Closed-Loop MIMO-OFDM Rate-Aocation Strategies for Cosed-Loop MIMO-OFDM Joon Hyun Sung and John R. Barry Schoo of Eectrica and Computer Engineering Georgia Institute of Technoogy, Atanta, Georgia 30332 0250, USA Emai: {jhsung,barry}@ece.gatech.edu

More information

EE (082) Chapter IV: Angle Modulation Lecture 21 Dr. Wajih Abu-Al-Saud

EE (082) Chapter IV: Angle Modulation Lecture 21 Dr. Wajih Abu-Al-Saud EE 70- (08) Chapter IV: Angle Modulation Leture Dr. Wajih Abu-Al-Saud Effet of Non Linearity on AM and FM signals Sometimes, the modulated signal after transmission gets distorted due to non linearities

More information

An Adaptive Energy-Conserving Strategy for Parallel Disk Systems

An Adaptive Energy-Conserving Strategy for Parallel Disk Systems hs paper appeare n the Proceengs of the 2th IEEE Internatonal Symposum on Dstrbute Smulaton an Real me Applcatons (DS-R 08, Vancouver, Brtsh Columba, Canaa, Oct. 2008. An Aaptve Energy-Conservng Strategy

More information

Longitudinal Spacing Control of Vehicles in a Platoon 1

Longitudinal Spacing Control of Vehicles in a Platoon 1 9 ICASE: The Insttute of Control, Automaton and Systems Engneers, KOREA Vol., No., June, 000 ongtudnal Spang Control of Vehles n a Platoon Tae Soo No and Kl To Chong Abstrat: The yapunov stablty theorem

More information

Solving Redundancy Allocation Problem with Repairable Components Using Genetic Algorithm and Simulation Method

Solving Redundancy Allocation Problem with Repairable Components Using Genetic Algorithm and Simulation Method Avalable Onlne at http//jnrm.srbau.a.r Vol.1, No.3, Autumn 2015 Journal of New Researhes n Mathemats Sene and Researh Branh (IAU) Solvng Redundany Alloaton Problem wth Reparable Components Usng Genet Algorthm

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

Filter Bank Based Notch Filter for Interference Cancellation in UWB Systems

Filter Bank Based Notch Filter for Interference Cancellation in UWB Systems Internatonal Journal of Advane Researh and Innovaton Flter Bank Based Noth Flter for Interferene Canellaton n UWB Systems Saurabh Srvastava *, a, b, O.P. Sahu b a Department of Eletrons & Communaton Engneerng,

More information

Analysis of a Power Line Communication System Over a Non-white Additive Gaussian Noise Channel and Performance Improvement Using Diversity Reception.

Analysis of a Power Line Communication System Over a Non-white Additive Gaussian Noise Channel and Performance Improvement Using Diversity Reception. Anayss of a ower ne Communcaton ystem Over a on-whte Addtve Gaussan ose Channe and erformance Improvement Usng Dversty Recepton. Munsh Mahuur Rahman Majumder Dept of EECE, MI, Dhaa, Bangadesh Dept of EEE,

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

Optimal Size and Location of Capacitors Placed on a. Distribution System

Optimal Size and Location of Capacitors Placed on a. Distribution System Chng-Tzong Su, Cheng-Y Ln, J-Jen Wong Optmal Sze and Loaton of Capators laed on a Dstrbuton System CHING-TZONG SU CHENG-YI LIN JI-JEN WONG Department of Eletral Engneerng WuFeng Insttute of Tehnology Mng-Hsung,

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

Introduction to Analog And Digital Communications

Introduction to Analog And Digital Communications Introdution to Analog And Digital Communiations Seond Edition Simon Haykin, Mihael Moher Chapter 9 Noise in Analog Communiations 9.1 Noise in Communiation Systems 9. Signal-to-Noise Ratios 9.3 Band-Pass

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

Self-Interference Canceller for Full-Duplex Radio Relay Station Using Virtual Coupling Wave Paths

Self-Interference Canceller for Full-Duplex Radio Relay Station Using Virtual Coupling Wave Paths Sef-Interference Canceer for Fu-Dupex Radio Reay Station Using Virtua Couping Wave Paths Kazunori Hayashi Yasuo Fujishima Megumi Kaneko Hideaki Sakai Riichi Kudo and Tomoki Murakami Graduate Schoo of Informatics,

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

DSP First Lab 05: FM Synthesis for Musical Instruments - Bells and Clarinets

DSP First Lab 05: FM Synthesis for Musical Instruments - Bells and Clarinets DSP First Lab 05: FM Synthesis for Musial Instruments - Bells and Clarinets Pre-Lab and Warm-Up: You should read at least the Pre-Lab and Warm-up setions of this lab assignment and go over all exerises

More information

EE (082) Chapter IV: Amplitude Mod. Lecture 14 Dr. Wajih Abu-Al-Saud

EE (082) Chapter IV: Amplitude Mod. Lecture 14 Dr. Wajih Abu-Al-Saud EE 370-3 (08 hapter IV: Ampltude Md Leture 14 Dr Wajh Abu-Al-Saud arrer Aqustn In the dfferent AM mdulatn methds where a arrer s nt transmtted (DSBS, SSB, et, we assumed that the arrer that was used n

More information

Information-Theoretic Comparison of Channel Capacity for FDMA and DS-CDMA in a Rayleigh Fading Environment

Information-Theoretic Comparison of Channel Capacity for FDMA and DS-CDMA in a Rayleigh Fading Environment WSEAS TRANSATIONS on OMMUNIATIONS Informaton-Theoretc omparson of hannel apacty for FDMA and DS-DMA n a Raylegh Fadng Envronment PANAGIOTIS VARZAAS Department of Electroncs Technologcal Educatonal Insttute

More information

Channel Estimation for SC-FDE Systems Using Frequency Domain Multiplexed Pilots

Channel Estimation for SC-FDE Systems Using Frequency Domain Multiplexed Pilots Channe Estimation for SC-FDE Systems Using Frequency Domain utipexed Piots Chan-Tong am, David D. Faconer and Forence Danio-emoine BCWS, Careton Univ., Canada K1S 5B6 Emai: {amc, ddf, fdanio@sce.careton.ca

More information

Walsh Function Based Synthesis Method of PWM Pattern for Full-Bridge Inverter

Walsh Function Based Synthesis Method of PWM Pattern for Full-Bridge Inverter Walsh Functon Based Synthess Method of PWM Pattern for Full-Brdge Inverter Sej Kondo and Krt Choesa Nagaoka Unversty of Technology 63-, Kamtomoka-cho, Nagaoka 9-, JAPAN Fax: +8-58-7-95, Phone: +8-58-7-957

More information

Blind Multiuser Detection in Asynchronous DS-CDMA Systems over Nakagami-m Fading Channels

Blind Multiuser Detection in Asynchronous DS-CDMA Systems over Nakagami-m Fading Channels Bind Mutiuser Detection in Asynchronous DS-CDMA Systems over akagami-m Fading Channes Vinay Kumar Pamua JU Kakinada, Andhra Pradesh, India 533 003 pamuavk@yahoo.com ABSRAC his paper presents a technique

More information

Analog Transmission of Digital Data: ASK, FSK, PSK, QAM

Analog Transmission of Digital Data: ASK, FSK, PSK, QAM Analog Transmission of Digital Data: ASK, FSK, PSK, QAM Required reading: Forouzan 5. Garia 3.7 CSE 33, Fall 6 Instrutor: N. Vlaji Why Do We Need Digital-to-Analog Conversion?! ) The transmission medium

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

Serial PN Acquisition Using Smart Antenna and Censored Mean Level CFAR Adaptive Thresholding for a DS/CDMA Mobile Communication

Serial PN Acquisition Using Smart Antenna and Censored Mean Level CFAR Adaptive Thresholding for a DS/CDMA Mobile Communication 01 IEEE 14th International Conferene on High Performane Computing and Communiations Serial PN Aquisition Using Smart Antenna and Censored Mean Level CFAR Adaptive Thresholding for a DS/CDMA Mobile Communiation

More information

Magnetics Design For High Current Low Voltage Dc/dc Converter

Magnetics Design For High Current Low Voltage Dc/dc Converter Unversty of Central Florda Eletron Theses and Dssertatons Dotoral Dssertaton (Open Aess) Magnets Desgn For Hgh Current ow Voltage D/d Converter 7 Hua Zhou Unversty of Central Florda Fnd smlar works at:

More information

Simulation and Analysis of Single Phase Shunt Active Filter Based on PQ Theory

Simulation and Analysis of Single Phase Shunt Active Filter Based on PQ Theory 215 IJEDR Volume 3, Issue 4 ISSN: 23219939 Smulaton and Analyss of Sngle Phase Shunt Ate Flter Based on PQ Theory 1 Anoop H. Budhran, 2 Krshna Veer Sngh, 3 Amt R Pathak 1 Assstant Professor, 2 Assstant

More information

Proceedings of the 2007 IEEE International Conference on Signal Processing and Communications (ICSPC 2007)

Proceedings of the 2007 IEEE International Conference on Signal Processing and Communications (ICSPC 2007) Energy effcent wreless sensor networks Author M. Abbosh, Amn, Thel, Dav Publshe 2007 Conference Ttle Proceengs of the 2007 EEE nternatonal Conference on Sgnal Processng an Communcatons (CSPC 2007) DO https://o.org/10.1109/cspc.2007.472830

More information

ADAPTIVE ITERATION SCHEME OF TURBO CODE USING HYSTERESIS CONTROL

ADAPTIVE ITERATION SCHEME OF TURBO CODE USING HYSTERESIS CONTROL ADATIV ITRATION SCHM OF TURBO COD USING HYSTRSIS CONTROL Chih-Hao WU, Kenichi ITO, Yung-Liang HUANG, Takuro SATO Received October 9, 4 Turbo code, because of its remarkabe coding performance, wi be popuar

More information

Copyright: 2003 by WPMC Steering Board

Copyright: 2003 by WPMC Steering Board Copyright: 2003 by WPMC Steering Board Copyright and reproduction permission: All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic

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