An Exact Analysis of Oscillator Noise in M-QAM-OFDM Communication Systems

Size: px
Start display at page:

Download "An Exact Analysis of Oscillator Noise in M-QAM-OFDM Communication Systems"

Transcription

1 Iteratioal Joural of Iformatio ad Electroics Egieerig, Vol. 3, o. 5, eptember 3 Exact alysis of Oscillator oise i M-QM-OFDM Commuicatio ystems M. H. Madai,. bdipour, ad. Mohammadi bstract This paper presets a exact aalysis of oise effects of RF oscillators i M-QM Orthogoal Frequecy Divisio Multiplexig (OFDM) Commuicatio ystems. The phase oise ad the amplitude oise effects are studied i the performace of OFDM systems. theoretical aalysis for sigal to oise degradatio caused by phase ad amplitude oise i OFDM badwidth is preseted. It is show that bit error rate of aalytical results is closely match with simulatio results for OFDM system usig M-QM modulatio. system ad preset a bloc diagram of the system. I sectio III we derive the theoretical aalysis of phase ad amplitude oise effect i OFDM system ad itroduce power desity fuctio of oscillator phase oise. ectio IV gives performace aalysis ad simulatio results ad coclusios are preseted i ectio V. Idex Terms OFDM, QM, oscillator oise, sigal to oise degradatio. I. ITRODUCTIO Orthogoal frequecy divisio multiplexig is very attractive trasmissio techiques for future high data rate wireless multimedia commuicatio systems. OFDM has developed for widebad wireless digital commuicatio, used i applicatios such as Digital Video ad udio Broadcastig (DVB&DB), wireless etworig ad broadbad iteret access[]-[3]. The OFDM has advatages such as high spectral efficiecy, easy adaptatio to severe chael coditios without complex equalizatio, ad efficiet implemetatio usig FFT. It yields however some disadvatages, such as the sesitivity to frequecy offset, the high pea-to-average-power ratio (PPR) ad the sesitivity to oises [], [4], [5]. It is very importat to exactly predict ad aalyze the oscillator oise iflueces i OFDM commuicatio system ad quatify the tolerable level of oise. oscillator is a system that geerates a periodic sigal with a specified or cotrollable frequecy. There are the two ids of oise i a oscillator output, amely amplitude oise ad phase oise [6]. Phase oise effects i OFDM have bee aalyzed i may papers by several authors [4],[5],[7]-[9] but they did ot cosider the effect of amplitude oise ad always igore it relative to phase oise without ay acceptable reaso. The purpose of this paper is to extract the theoretical aalysis of impact of oscillator phase ad amplitude oise o the R (hece the ) performace of MQM- OFDM sigals over WG chael ad quatify the tolerable level of phase ad amplitude oises. This paper is orgaized as follows: I sectio II we itroduce OFDM Mauscript received eptember 5, ; revised ovember 3,. The authors are with the Microwave/mm-Wave ad Wireless Commuicatio Research Lab, Radio Commuicatio Ceter of Excellece, Electrical Egieerig Departmet, mirabir Uiversity of Techology, 44 Hafez ve, Tehra, Ira ( s: mh_madai@aut.ac.ir, abdipour@aut.ac.ir, abm5@aut.ac.ir). Fig.. Bloc diagram of OFDM commuicatio system. II. OFDM YTEM Orthogoal frequecy divisio multiplexig is a Frequecy Divisio Multiplexig (FDM) scheme utilized as a digital multi-carrier modulatio method. large umber of closely-spaced orthogoal sub-carriers are used to carry data. The data are divided ito several parallel data streams or chaels, oe for each sub-carrier. Each sub-carrier is modulated with a covetioal modulatio scheme such as Quadrature mplitude Modulatio (QM) or Phase hift eyig (P) at a low symbol rate, maitaiig total data rates similar to covetioal sigle-carrier modulatio schemes i the same badwidth [],[]. Fig. shows a bloc diagram of OFDM trasceiver system. ( ) is a serial stream of biary digits. By iverse multiplexig, these are first demultiplexed ito parallel streams, ad each oe mapped to a (possibly complex) symbol stream usig some modulatio costellatio (QM, P, etc.). iverse FFT is computed o each set of symbols, givig a set of complex time-domai samples. These samples are the quadraturemixed to passbad i the stadard way. The real ad imagiary compoets are first coverted to the aalog domai usig digital-to-aalog coverters (DCs); the aalog sigals are the used to modulate cosie ad sie waves at the carrier frequecy, f c, respectively. These sigals are the summed to give the trasmissio sigal, () t.the receiver pics up the sigal rt (), which is the DOI:.7763/IJIEE.3.V

2 Iteratioal Joural of Iformatio ad Electroics Egieerig, Vol. 3, o. 5, eptember 3 quadrature-mixed dow to basebad usig cosie ad sie waves at the carrier frequecy. This also creates sigals cetered o f c, so low-pass filters are used to reject these. The basebad sigals are the sampled ad digitized usig aalog-to-digital coverters (DCs), ad a forward FFT is used to covert bac to the frequecy domai. This returs parallel streams, each of which is coverted to a biary stream usig a appropriate symbol detector. These streams are the re-combied ito a serial stream, ˆ( ), which is a estimate of the origial biary stream at the trasmitter[]. values for calculatig MQM-OFDM degradatio caused by phase ad amplitude oise i simulatio. TBLE I. OIE VRICE FOR DIFFERET,. B s (Hz) (OFDM 7 Badwidth) e-3 3.e-3 e- 3.6e III. OCILLTOR OIE LYI I OFDM YTEM. Phase ad mplitude oise oscillator is a system that geerates a periodic sigal with a specified or cotrollable frequecy. There are the two ids of oise i a RF oscillator output, amely amplitude oise ad phase oise. The output voltage of a oscillator ca be represeted by [6]: V () t ( + a ()). t Cos( π f t + ()) t () out V () t (). t Cos( πf t + ()) t () out Phase oise (dbc/hz) Here is the average amplitude of the output sigal ad f is omial frequecy of oscillatio. a () t ad () t represet the time varyig compoets of the amplitude ad phase, respectively. These compoets are cosidered as oise, because a oscillator would have costat amplitude ad phase varyig at a costat rate π f. It ca be show that white oise power of the amplifier electroics is equally partitioed ito amplitude ad phase oise compoets with zero mea ad, variace respectively [3]. The R performaces that ca be achieved i a OFDM system with a oisy oscillator ca be approximated by itegratig its phase ad amplitude oise power desity fuctio (PDF) over the chael badwidth. The phase oise PDF of a oscillator is approximated by a Lorezia fuctio with uiform phase distributio. It is parameterized by its total itegrated phase oise ad - 3dB badwidth B, to which we superimpose a oise floor (set 35dB above the thermal oise)as show i (3) [5]:. B L π f + B +. L f Fig. shows Phase oise PDF for differet ad -3dB badwidth of Hz. The amplitude oise power desity fuctio of a oscillator is similar to phase oise power desity fuctio, but is i average db less tha it i spectrum badwidth, which for practical parameter of a oscillator is ormally betwee to db relative to oscillators quality []. Therefore the phase ad amplitude oise variace are: Bs Bs π B. L( f ). df ( + L ). df f + B Table I shows phase ad amplitude oise variace of a oscillator for differet,. I ext sectio we use these (3) (4) Frequecy Offset (Hz) Fig.. Phase oise PDF for differet, BHz. B. Theoretical alysis s show i Fig. if sub-carriers are used, ad each sub-carrier is modulated usig M alterative symbols, the OFDM symbol alphabet cosists of M combied symbols. The low-pass equivalet OFDM sigal is expressed as []: j / () π t T t X e t < T (5) where j, X is the data symbol for the th subcarrier, is the umber of sub-carriers, ad T is the OFDM symbol time. The sub-carrier spacig of /T maes them orthogoal over each symbol period. () t is corrupted by the phase ad amplitude oise of TX local oscillator. lso, the received sigal is iflueced by the phase ad amplitude oise of RX local oscillator. It ca be assumed that the phase ad amplitude oises of the local oscillators at the trasmitter ad the receiver are idepedet ad idetical. o, it is expressed as follows: Y rt { t. ( t). e + t }. ( t). e (6) j TX ( t ) jrx ( t ) TX RX π j m r e m π j m j ( TX ( m ) + RX ( m )) TX RX e e m π j m j RX ( m ) + RX. e e m π π j lm j m j ( m ) ( X le ).. e e m l π j ( l ) m j ( m ) X l e e l m X lql l (7) 488

3 Iteratioal Joural of Iformatio ad Electroics Egieerig, Vol. 3, o. 5, eptember 3 where (t) is the complex Gaussia oise. TX (), t TX ()& t RX (), t RX () t are the time-varyig phase ad amplitude oise processes geerated by the RF local oscillator at the trasmitter ad the receiver. The sampled sigal for the th sub-carrier after FFT (fast fourier trasform) processig stage i the receiver ca be writte as: is a sampled FFT versio of the WG oise multiplied by the phase ad amplitude oise of RX local oscillator with variace. ( m ) ad ( m ) are equal to : m TX ( m ) RX TX + RX Q is give by : π j m j ( m ) (9) Q e e m The received sigal is composed of three cotributios: Y is the th desired sub-carrier, Y is the others ad is the WG, that is [7],[9],[],[3]-[5] : Y Y + Y + () or () Y X. Q + X l. Ql + l, l The expectatio value of X. Q is the desired sigal compoet. o, the desired sigal power ca be foud as : where: s desired s (8) P [ E[ X Q ]] P[ E[ Q ]] () j ( m ) j( m ) EQ [ ] Eme. E. ( me ) (3) m j ( m ) E ( m ) Ee e j j j... π. π. Ee e e d e d e Therefore: (4) s desired s. (5) P P e Variace of X. Q is the phase ad amplitude oise power caused by CPE(Commo Phase Error) ad P CPE is calculated as follows: where: P V ar[ X Q ] P V. ar[ Q ] (6) CPE s Var[ Q ] Var[ e ] Var( e ) j j m m Therefore : (7) j ( E. e. e ) (( + ) e ) (( CPE s ) ) P P + e (8) ext, is the iterferece compoet caused by X. Q l, l l l ICI (Iter-sub-Carrier Iterferece). o, calculated as: where: ICI s l l P P.{ Var[ Q ] Var[ Q ]} l l l m l m π j lm j Var[ Q ] Var[ { e e }] Therefore : PICI π j lm j Var[ { e e }] + e P P e ca be (9) () ICI s..( + ) () is a sampled FFT versio of the WG oise multiplied by the phase ad amplitude oise of RX local oscillator as see (7). o, for the sae of simple aalysis, we cosider Var[ ] as that of the WG sice it has zero mea ad variace is uchaged o the basis that FFT process is liear ad phase ad amplitude oise corruptig the WG wors as the phase rotatio factor. Pwith{, } Var[ ] P () From ()-(), the sigal-to-oise ratio icludig the phase ad amplitude oise ca be arraged as : P. e P. e ( CPE + ICI ) + ( + ) + Without{, } e + Without{, } ( + e ) With{, } P P P P e P (3) ext, the above-metioed powers are used to evaluate the performace degradatio of the OFDM system i the presece of phase ad amplitude oise of local oscillators. o, degradatio factor (DF) is calculated as follows: DF + + e R e Without{, } log log{( ( ). ) / } Without{, } With{, } (4) I (4), is the variace of radom variable TX ad ad R X is the variace of radom variable TX ad.these are calculated by itegratig the power R X spectrum desity of total output phase ad amplitude oise. IV. PERFORMCE LYI This paper presets performace aalysis of OFDM commuicatio system iflueced by the phase ad amplitude oise of the RF local oscillator i WG chael by both theoretical approach ad simulatio method. Phase ad amplitude oise i the OFDM system is difficult to be compesated because of the strog dispersive compoet. Therefore, it is importat to quatify the permissible level of phase ad amplitude oise i local oscillator to maitai system performace ad to desig local oscillator with limited maximum phase ad amplitude 489

4 Iteratioal Joural of Iformatio ad Electroics Egieerig, Vol. 3, o. 5, eptember 3 oise. The formula for system performace aalysis ca be foud by the R with phase ad amplitude oise istead of the R without phase ad amplitude oise. Equatios (5)-(6) shows probability of bit-error per carrier ad probability of bit-error for QM modulatio respectively[]. Where is umber of bits per symbol, M is umber of symbols i modulatio costellatio, E b is eergy-per-bit ad is oise power spectral desity P bc 3 E b ( ) Q(. ) M ( M ) b bc bc bc (5) P ( P ) P P (6) db 5 db db 5 db 6QM R (db) (a) Theory db 5 db db 5 db 6QM R (db) (b) imulatio Fig. 3. 6QM-OFDM system with phase oise (.) ad amplitude oise with differet orders. The phase ad amplitude oise variaces, achieved from above (4) ca be used to aalyze the performace i OFDM system with phase ad amplitude oise. Fig.3-4 show the (a) theoretical ad (b) simulatio performace of OFDM commuicatio system employig 6,64QM modulatios i the WG chael. For each modulatio we cosidered the highest level of phase oise variace that ca meet the -6 with differet order of amplitude oise relative to it ad do t cause Irreducible Error Rate(IER). Detail results for -6, every phae oise variace ad differet amplitude oise order relative to it, is show i Table II. s show i Fig. 3-4 ad Table II the relative R pealty (Degradatio) to meet -6 for differet amplitude oise order,, represeted i Table III. The results from Tables II-III shows that if the amplitude oise order relative to phase oise,, was higher tha 5 db (5- db), we ca igore the amplitude oise effect i performace aalysis but if it was less tha 5 db (-5 db) we must cosider the amplitude oise for exact aalysis ad determiig the tolerable level of amplitude oise. Fig. 5 shows the combiatio of two effects (CPE,ICI) o a 4-QM-OFDM sigal after demodulatio caused by phase ad amplitude oise. The first scatter plot (a) correspods to the demodulated sigal whe the variace of the phase oise that affects the OFDM sigal is zero, The secod scatter plot (b) correspods to the demodulated sigal whe the variace of the phase oise is.36 ad amplitude oise order relative to phase oise is db () ad The third scatter plot (c) correspods to the demodulated sigal whe the variace of the phase oise is.36 ad amplitude oise order relative to phase oise is db. s show i Fig.5 clouds i the costellatio of (c) has the higher spreadig tedecy ad cause higher performace degradatio db 5 db db 5 db 64QM R (db) (a) Theory db 5 db db 5 db 64QM 5 5 R (db) (b) imulatio Fig QM-OFDM system with phase oise (.3 ) ad amplitude oise with differet orders. 49

5 Iteratioal Joural of Iformatio ad Electroics Egieerig, Vol. 3, o. 5, eptember 3 TBLE II: PHE D MPLITUDE OIE DEGRDTIO I 4, 6, 64,56 QM-OFDM FOR -6. for differet amplitude oise order,, is quatified. 3- The amplitude oise source of RF oscillator has a little effect o performace degradatio of M-QM OFDM system whe it is betwee 5- db, but whe is betwee -5 db we must cosider it for exact performace degradatio aalysis. REFERECE TBLE III: RELTIVE DEGRDTIO FOR DIFFERET MPLITUDE OIE ORDER I M- QM-OFDM FOR -6. Quadrature I-Phase I-Phase (a) RdB,, db (b) RdB,.36 Quadrature Quadrature I-Phase (c) RdB,.36, db Fig. 5. Costellatio poit of 4QM sigal V. COCLUIO -, db OFDM has bee stadardized i may recet wireless applicatios due to its ability to combat impulsive oise ad multipath effect ad mae better use of the system available badwidth. ice a accurate predictio of the tolerable phase ad amplitude oise ca allow the system ad RF egieers to relax specificatios, a exhaustive aalysis of phase ad amplitude oise effects o OFDM sigals has bee preseted. Results ca be arraged as follows: The performace degradatio of the OFDM commuicatio system caused by phase ad amplitude oise is quatified. lso, it is show that performace results by theoretical approach closely match with the simulatio results of the OFDM commuicatio system of the 4, 6, 64,56 QM modulatio format. The tolerable phase oise variace to meet differet []. R.. Bahai, B. R. altzberg, ad M. Erge, Multi Carrier Digital Commuicatios: Theory ad pplicatios of OFDM, priger, 4. [].. R. hamed, "Performace alysis of OFDM," Joural of Theoretical ad pplied Iformatio Techology, 8. [3]. G. rmada ad M. Calvo, "Rapid Prototypig of a Test Modem for Terrestrial Broadcastig of Digital Televisio, i Proc. of IEEE Tras. O Cosumer Electroics, vol. 43, o. 4, pp. 9, ov [4] E. Costa ad. Pupoli, "M-QM-OFDM ystem Performace i the Presece of a oliear mplifier ad Phase oise," i Proc. of IEEE Tras. o Commuicatios, vol. 5, o. 3, March. [5] B. Come, R. ess,. Doay, ad L. V. D. Perre, "Impact of Frot- Ed o-idealities o Bit Error Rate Performace of WL-OFDM Trasceivers," i Proc. of IEEE Radio ad Wireless Coferece, pp. 9 94,. [6] T. H. Lee, the Desig of CMO Radio Frequecy Itegrated Circuits, d ed. ew Yor, U: Cambridge Uiv. Press, pp , 4. [7] P. Liu, Y. B. ess, ad J. Zhu, "Effects of Phase oise at Both Trasmitter ad Receiver o the Performace of OFDM ystems," i Proc. of IEEE 4th ual Cof. o Iformatio cieces ad ystems, March 6. [8]. Wu ad Y. B. ess, "OFDM ystems i The Presece of Phase oise: Cosequeces ad olutios," i Proc. of IEEE Tras. o Commuicatios, vol. 5, o., ov. 4. [9] L. Xu, Y. Che, ad Z. Feg, "Effects of RF Oscillator Phase oise o Performace of Commuicatio ystem," i Proc. of 4th Iteratioal Cof. o Microwave/mm-Wave Techology, pp , ug. 4. []. R. Herlear, C. Zhag, H. C. Wu,. rivastava, ad Y. Wu, "OFDM Performace alysis i the Phase oise risig from the Hot-carrier Effect," i Proc. of IEEE Tras. o Cosumer Electroics, vol. 5, o. 3, 6. [] D. Petrovic, W. Rave, ad G. Fettweis, "Performace Degradatio of Coded-OFDM Due to Phase oise," i Proc. of 57th IEEE Vehicular Techology Coferece, vol., o. -5, pp. 68 7, pril 3. [] J. hetu,. Pata ad J. rmstrog, "Effects of Phase oise o Performace of OFDM ystems Usig a ICI Cacellatio cheme," i Proc. of IEEE Tras. o Broadcastig., vol. 49, o., pp. 4, Jue 3. [3] H. G. Ryu ad Y.. Lee, "Phase oise alysis of the OFDM Commuicatio ystem By the tadard Frequecy Deviatio," i Proc. of IEEE Tras. o Cosumer Electroics, vol. 49, o., pp. 4-47, Feb. 3. [4]. Wu ad Y. B. ess, "Performace alysis o Effect of Phase oise i OFDM ystems," i Proc. of IEEE 7th It. ymp. O pread-pectrum Tech. ad ppl.,. [5]. G. rmada, "Uderstadig The Effects of Phase oise i OFDM," i Proc. of IEEE Tras. o Broadcastig, vol. 47, o., pp , Jue. [6]. athaatha ad C. Tellambura, "Performace alysis of a OFDM ystem with Carrier Frequecy Offset ad Phase oise," i Proc. of 54th IEEE Vehicular Tech. Coferece, pp ,. [7] L. Tomba, "O The Effect of Wieer Phase oise i OFDM ystems," i Proc. of IEEE Tras. o Commu., vol. 46, o. 5, pp , May 998. [8] C. Muschalli ad T. Multimedia, "Ifluece of RF Oscillators O OFDM igal," i Proc. of IEEE Tras. o Cosumer Electroics, vol. 4, o. 3, ug [9] T. Pollet, M. V. Blade, ad M. Moeeclaey, " esitivity of OFDM ystems to Carrier Frequecy Offset ad Wieer Phase oise," i Proc. of IEEE Tras. o Commu., vol. 43, o., 995. [] Wiipedia. [Olie]. vailable: /wii/ofdm. [] B. chie, I. Rolfes, ad H. J. iweris, oise i High-Frequecy Circuits ad Oscillators, Joh Wiley & os, 6. []. ampei, pplicatios of Digital Wireless Techologies to Global Wireless Commuicatios, Pretice-Hall,

6 Iteratioal Joural of Iformatio ad Electroics Egieerig, Vol. 3, o. 5, eptember 3 Techology. M. H. Madai was bor i Ira i 976. He received the B.c., M.c ad P.h.d degrees i Electrical Egieerig i 998, ad, respectively. His research areas iclude wireless commuicatio systems. He is curretly a member of Microwave/ mm-wave ad Wireless Commuicatio Research Lab i Electrical Egieerig Departmet of mirabir Uiversity of. bdipour was bor i lashtar, Ira, i 966. He received the B.c. degree i electrical egieerig from Tehra Uiversity, Tehra, Ira, i 989, the M.c. degree i electroics from Limoges Uiversity, Limoges, Frace, i 99, ad the Ph.D. degree i electroics from Paris XI (Orsay) uiversity, Paris, Frace, i 996. He is curretly a Professor with the Electrical Egieerig Departmet, mirabir Uiversity of Techology (Tehra Polytechic), Tehra, Ira. He authored three boos about oise i Electroic Commuicatio Circuits ad ystems ad Trasmissio Lies. His research areas iclude wireless commuicatio systems (RF techology ad trasceivers), RF/microwave/mm-wave circuit ad system desig, electromagetic (EM) modelig of active devices ad circuits, high-frequecy electroics (sigal ad oise), oliear modelig, ad aalysis of microwave devices ad circuits. He has authored or coauthored over papers i refereed jourals ad local ad iteratioal cofereces.. Mohammadi received the B.c. degree i Electrical Egieerig from Tehra Uiversity, Ira i 988, the M.c. ad Ph.D. degrees i Electrical Egieerig from the Uiversity of asatchewa, Caada, i 995, ad 999, respectively. He was a researcher at Telecommuicatios Research Lab (TRLabs), Caada, from 995 to 998. I 998, he joied to Vecima etwors Ic., Microwave Research Lab, Victoria, Caada, as a seior research egieer where he coducted research o Microwave ad Wireless Commuicatios. ice March, he has bee with the Electrical Egieerig Departmet of mirabir Uiversity of Techology (Tehra Polytechic), Tehra, Ira. I 8, he joied to Electrical ad Computer Egieerig Departmet of the Uiversity of Calgary, Caada as a visitig professor. He has published over Joural ad Coferece papers ad holds three U.. ad oe Caadia Patets. His curret research iterests iclude broadbad wireless commuicatios, adaptive modulatio, MIMO ystems, Mesh ad dhoc etwors, Microwave ad Wireless ubsystems, ad direct coversio trasceivers. Curretly he is Director of Radiocommuicatio Ceter of Excellece of mirabir Uiversity of Techology (Tehra Polytechic). 49

A New Space-Repetition Code Based on One Bit Feedback Compared to Alamouti Space-Time Code

A New Space-Repetition Code Based on One Bit Feedback Compared to Alamouti Space-Time Code Proceedigs of the 4th WSEAS It. Coferece o Electromagetics, Wireless ad Optical Commuicatios, Veice, Italy, November 0-, 006 107 A New Space-Repetitio Code Based o Oe Bit Feedback Compared to Alamouti

More information

Symbol Error Rate Evaluation for OFDM Systems with MPSK Modulation

Symbol Error Rate Evaluation for OFDM Systems with MPSK Modulation Symbol Error Rate Evaluatio for OFDM Systems with MPS Modulatio Yuhog Wag ad Xiao-Pig Zhag Departmet of Electrical ad Computer Egieerig, Ryerso Uiversity 35 Victoria Street, Toroto, Otario, Caada, M5B

More information

A Simplified Method for Phase Noise Calculation

A Simplified Method for Phase Noise Calculation Poster: T-18 Simplified Method for Phase Noise Calculatio Massoud Tohidia, li Fotowat hmady* ad Mahmoud Kamarei Uiversity of Tehra, *Sharif Uiversity of Techology, Tehra, Ira Outlie Itroductio Prelimiary

More information

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS APPLICATION NOTE AN95091 INTRODUCTION UNDERSTANDING EFFECTIVE BITS Toy Girard, Sigatec, Desig ad Applicatios Egieer Oe criteria ofte used to evaluate a Aalog to Digital Coverter (ADC) or data acquisitio

More information

Analysis of SDR GNSS Using MATLAB

Analysis of SDR GNSS Using MATLAB Iteratioal Joural of Computer Techology ad Electroics Egieerig (IJCTEE) Volume 5, Issue 3, Jue 2015 Aalysis of SDR GNSS Usig MATLAB Abstract This paper explais a software defied radio global avigatio satellite

More information

Measurement of Equivalent Input Distortion AN 20

Measurement of Equivalent Input Distortion AN 20 Measuremet of Equivalet Iput Distortio AN 2 Applicatio Note to the R&D SYSTEM Traditioal measuremets of harmoic distortio performed o loudspeakers reveal ot oly the symptoms of the oliearities but also

More information

CHAPTER 8 JOINT PAPR REDUCTION AND ICI CANCELLATION IN OFDM SYSTEMS

CHAPTER 8 JOINT PAPR REDUCTION AND ICI CANCELLATION IN OFDM SYSTEMS CHAPTER 8 JOIT PAPR REDUCTIO AD ICI CACELLATIO I OFDM SYSTEMS Itercarrier Iterferece (ICI) is aother major issue i implemetig a OFDM system. As discussed i chapter 3, the OFDM subcarriers are arrowbad

More information

Comparison of Frequency Offset Estimation Methods for OFDM Burst Transmission in the Selective Fading Channels

Comparison of Frequency Offset Estimation Methods for OFDM Burst Transmission in the Selective Fading Channels Compariso of Frequecy Offset Estimatio Methods for OFDM Burst Trasmissio i the Selective Fadig Chaels Zbigiew Długaszewski Istitute of Electroics ad Telecommuicatios Pozań Uiversity of Techology 60-965

More information

PERFORMANCE COMPARISON BETWEEN MC-CDMA AND DS-CDMA SYSTEMS FOR AWGN AND RAYLEIGH FADING CHANNEL

PERFORMANCE COMPARISON BETWEEN MC-CDMA AND DS-CDMA SYSTEMS FOR AWGN AND RAYLEIGH FADING CHANNEL ISSN: 2278 99X Volume, Issue 11, November 215 PERFORMANCE COMPARISON BETWEEN MC-CDMA AND DS-CDMA SYSTEMS FOR AWGN AND RAYLEIGH FADING CHANNEL R.Ramalakshmi, S.Karthikeya Abstract- The latest techology

More information

SEVEN-LEVEL THREE PHASE CASCADED H-BRIDGE INVERTER WITH A SINGLE DC SOURCE

SEVEN-LEVEL THREE PHASE CASCADED H-BRIDGE INVERTER WITH A SINGLE DC SOURCE SEVEN-LEVEL THREE PHASE CASCADED H-BRIDGE INVERTER WITH A SINGLE DC SOURCE T. Porselvi 1 ad Ragaath Muthu 1 Sri Sairam Egieerig College, Cheai, Idia SSN College of Egieerig, Cheai, Idia E-Mail: tporselvi@yahoo.com

More information

Design of a Mixed Prime Factor FFT for Portable Digital Radio Mondiale Receiver

Design of a Mixed Prime Factor FFT for Portable Digital Radio Mondiale Receiver 590 Desig of a Mixed Prime Factor FFT for Portable Digital Radio Modiale Receiver Dog-Su Kim, Member, IEEE, Sag-Seol Lee, Jae-Yeo Sog, Kyu-Yeul Wag, ad Duck-Ji Chug Abstract To achieve better soud quality

More information

Spread Spectrum Signal for Digital Communications

Spread Spectrum Signal for Digital Communications Wireless Iformatio Trasmissio System Lab. Spread Spectrum Sigal for Digital Commuicatios Istitute of Commuicatios Egieerig Natioal Su Yat-se Uiversity Spread Spectrum Commuicatios Defiitio: The trasmitted

More information

A Reduced Complexity Channel Estimation for OFDM Systems with Precoding and Transmit Diversity in Mobile Wireless Channels Hlaing Minn, Dong In Kim an

A Reduced Complexity Channel Estimation for OFDM Systems with Precoding and Transmit Diversity in Mobile Wireless Channels Hlaing Minn, Dong In Kim an A Reduced Complexity Chael Estimatio for OFDM Systems with Precodig ad Trasmit Diversity i Mobile Wireless Chaels Hlaig Mi, Dog I Kim ad Vijay K. Bhargava Departmet of Electrical ad Computer Egieerig,

More information

Encode Decode Sample Quantize [ ] [ ]

Encode Decode Sample Quantize [ ] [ ] Referece Audio Sigal Processig I Shyh-Kag Jeg Departmet of Electrical Egieerig/ Graduate Istitute of Commuicatio Egieerig M. Bosi ad R. E. Goldberg, Itroductio to Digital Audio Codig ad Stadards, Kluwer

More information

Self-Cancellation of Sample Frequency Offset in OFDM Systems in the Presence of Carrier Frequency Offset

Self-Cancellation of Sample Frequency Offset in OFDM Systems in the Presence of Carrier Frequency Offset Self-Cacellatio of Sample Frequecy Offset i OFDM Systems i the Presece of Carrier Frequecy Offset Zhe GAO, 2, Mary A Igram 2 School of Electroic ad Iformatio Egieerig, Tiaji Uiversity, Chia 372 2 School

More information

Introduction to CPM-OFDM: An Energy Efficient Multiple Access Transmission Scheme

Introduction to CPM-OFDM: An Energy Efficient Multiple Access Transmission Scheme Joural of Commuicatio ad Computer 1 (015) 37-43 doi: 10.1765/1548-7709/015.01.007 D DAVID PUBLISHING Itroductio to CPM-OFDM: A Eergy Efficiet Multiple Access Trasmissio Scheme Mohammad Irfa, Sag Hoo Lee

More information

Design of FPGA- Based SPWM Single Phase Full-Bridge Inverter

Design of FPGA- Based SPWM Single Phase Full-Bridge Inverter Desig of FPGA- Based SPWM Sigle Phase Full-Bridge Iverter Afarulrazi Abu Bakar 1, *,Md Zarafi Ahmad 1 ad Farrah Salwai Abdullah 1 1 Faculty of Electrical ad Electroic Egieerig, UTHM *Email:afarul@uthm.edu.my

More information

Adaptive Resource Allocation in Multiuser OFDM Systems

Adaptive Resource Allocation in Multiuser OFDM Systems Adaptive Resource Allocatio i Multiuser OFDM Systems Fial Report Multidimesioal Digital Sigal Processig Malik Meherali Saleh The Uiversity of Texas at Austi malikmsaleh@mail.utexas.edu Sprig 005 Abstract

More information

Combined Scheme for Fast PN Code Acquisition

Combined Scheme for Fast PN Code Acquisition 13 th Iteratioal Coferece o AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT- 13, May 6 8, 009, E-Mail: asat@mtc.edu.eg Military Techical College, Kobry Elkobbah, Cairo, Egypt Tel : +(0) 4059 4036138, Fax:

More information

A NEW DISCRETE HARTLEY TRANSFORM PRECODING BASED INTERLEAVED-OFDMA UPLINK SYSTEM WITH REDUCED PAPR FOR 4G CELLULAR NETWORKS

A NEW DISCRETE HARTLEY TRANSFORM PRECODING BASED INTERLEAVED-OFDMA UPLINK SYSTEM WITH REDUCED PAPR FOR 4G CELLULAR NETWORKS Joural of Egieerig Sciece ad Techology Vol. 6, No. 6 (211) 685-694 School of Egieerig, Taylor s Uiversity A NEW DISCRETE HARTLEY TRANSFORM PRECODING BASED INTERLEAVED-OFDMA UPLINK SYSTEM WITH REDUCED PAPR

More information

Implementation of OFDM wireless communication model for achieving the improved BER using DWT-OFDM

Implementation of OFDM wireless communication model for achieving the improved BER using DWT-OFDM www.ijecs.i Iteratioal Joural Of Egieerig Ad Computer Sciece ISSN: 2319-7242 Volume 6 Issue 1 Ja. 2017, Page No. 19951-19959 Idex Copericus Value (2015): 58.10, DOI: 10.18535/ijecs/v6i1.17 Implemetatio

More information

Tehrani N Journal of Scientific and Engineering Research, 2018, 5(7):1-7

Tehrani N Journal of Scientific and Engineering Research, 2018, 5(7):1-7 Available olie www.jsaer.com, 2018, 5(7):1-7 Research Article ISSN: 2394-2630 CODEN(USA): JSERBR 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38

More information

Design of FPGA Based SPWM Single Phase Inverter

Design of FPGA Based SPWM Single Phase Inverter Proceedigs of MUCEET2009 Malaysia Techical Uiversities Coferece o Egieerig ad Techology Jue 20-22, 2009, MS Garde,Kuata, Pahag, Malaysia MUCEET2009 Desig of FPGA Based SPWM Sigle Phase Iverter Afarulrazi

More information

Throughput/Delay Analysis of Spectrally Phase- Encoded Optical CDMA over WDM Networks

Throughput/Delay Analysis of Spectrally Phase- Encoded Optical CDMA over WDM Networks Throughput/Delay Aalysis of pectrally Phase- Ecoded Optical over etwors K. Putsri *,. ittichivapa * ad H.M.H.halaby ** * Kig Mogut s Istitute of Techology Ladrabag Departmet of Telecommuicatios Egieerig,

More information

Fitting Signals into Given Spectrum Modulation Methods

Fitting Signals into Given Spectrum Modulation Methods S-72.333 Post-graduate Course i Radio Commuicatios 2001-2002 Fittig Sigals ito Give Spectrum Modulatio Methods Lars Maura 41747e Lars.maura@hut.fi Abstract Modulatio is the process where the message iformatio

More information

ECE 333: Introduction to Communication Networks Fall Lecture 4: Physical layer II

ECE 333: Introduction to Communication Networks Fall Lecture 4: Physical layer II ECE 333: Itroductio to Commuicatio Networks Fall 22 Lecture : Physical layer II Impairmets - distortio, oise Fudametal limits Examples Notes: his lecture cotiues the discussio of the physical layer. Recall,

More information

SIDELOBE SUPPRESSION IN OFDM SYSTEMS

SIDELOBE SUPPRESSION IN OFDM SYSTEMS SIDELOBE SUPPRESSION IN OFDM SYSTEMS Iva Cosovic Germa Aerospace Ceter (DLR), Ist. of Commuicatios ad Navigatio Oberpfaffehofe, 82234 Wesslig, Germay iva.cosovic@dlr.de Vijayasarathi Jaardhaam Muich Uiversity

More information

International Journal of Scientific & Engineering Research, Volume 7, Issue 12, December-2016 ISSN

International Journal of Scientific & Engineering Research, Volume 7, Issue 12, December-2016 ISSN Iteratioal Joural of Scietific & Egieerig Research, Volume 7, Issue, December-06 ISS 9-558 56 Ehacemet of SDR through FBMC Commuicatio THIAKARA Dr D Kumar Dea ao ad Prof, Dept of ECE, Periyar Maiammai

More information

Fault Diagnosis in Rolling Element Bearing Using Filtered Vibration and Acoustic Signal

Fault Diagnosis in Rolling Element Bearing Using Filtered Vibration and Acoustic Signal Volume 8 o. 8 208, 95-02 ISS: 3-8080 (prited versio); ISS: 34-3395 (o-lie versio) url: http://www.ijpam.eu ijpam.eu Fault Diagosis i Rollig Elemet Usig Filtered Vibratio ad Acoustic Sigal Sudarsa Sahoo,

More information

A Study on Performance Analysis for Error Probability in SWSK Systems

A Study on Performance Analysis for Error Probability in SWSK Systems 556 Tae-Il Jeog, et al.: A STUDY ON PERFORMANCE ANALYSIS FOR ERROR PROBABILITY IN SWSK SYSTEMS A Study o Performace Aalysis for Error Probability i SWSK Systems Tae-Il Jeog, wag-seo Moo, ad Jog-Nam Kim,

More information

Power Ratio Reduction with OFDM Signals for Broadband Wireless Mobile Communication

Power Ratio Reduction with OFDM Signals for Broadband Wireless Mobile Communication Volume-4, Issue-, February-4, ISSN No.: 5-758 Iteratioal Joural of Egieerig ad Maagemet Research Available at: www.ijemr.et Page Number: 66-7 Power Ratio Reductio with OFDM Sigals for Broadbad Wireless

More information

X-Bar and S-Squared Charts

X-Bar and S-Squared Charts STATGRAPHICS Rev. 7/4/009 X-Bar ad S-Squared Charts Summary The X-Bar ad S-Squared Charts procedure creates cotrol charts for a sigle umeric variable where the data have bee collected i subgroups. It creates

More information

A Novel Small Signal Power Line Quality Measurement System

A Novel Small Signal Power Line Quality Measurement System IMTC 3 - Istrumetatio ad Measuremet Techology Coferece Vail, CO, USA, - May 3 A ovel Small Sigal Power Lie Quality Measuremet System Paul B. Crilly, Erik Leadro Boaldi, Levy Ely de Lacarda de Oliveira,

More information

Cancellation of Multiuser Interference due to Carrier Frequency Offsets in Uplink OFDMA

Cancellation of Multiuser Interference due to Carrier Frequency Offsets in Uplink OFDMA Cacellatio of Multiuser Iterferece due to Carrier Frequecy Offsets i Upli OFDMA S. Maohar, V. Tiiya, D. Sreedhar, ad A. Chocaligam Departmet of ECE, Idia Istitute of Sciece, Bagalore 56001, INDIA Abstract

More information

Adaptive Modulation for OFDM Systems J.Faezah 1, and K.Sabira 2

Adaptive Modulation for OFDM Systems J.Faezah 1, and K.Sabira 2 Iteratioal Joural of Commuicatio Networks ad Iformatio Security (IJCNIS) Vol., No., August 9 Adaptive Modulatio for OFDM Systems J.Faezah, ad K.Sabira Cetre for Foudatios Studies ad Extesio Educatio, Multimedia

More information

LETTER A Novel Adaptive Channel Estimation Scheme for DS-CDMA

LETTER A Novel Adaptive Channel Estimation Scheme for DS-CDMA 1274 LETTER A Novel Adaptive Chael Estimatio Scheme for DS-CDMA Che HE a), Member ad Xiao-xiag LI, Nomember SUMMARY This paper proposes a adaptive chael estimatio scheme, which uses differet movig average

More information

A New Design of Log-Periodic Dipole Array (LPDA) Antenna

A New Design of Log-Periodic Dipole Array (LPDA) Antenna Joural of Commuicatio Egieerig, Vol., No., Ja.-Jue 0 67 A New Desig of Log-Periodic Dipole Array (LPDA) Atea Javad Ghalibafa, Seyed Mohammad Hashemi, ad Seyed Hassa Sedighy Departmet of Electrical Egieerig,

More information

High-Order CCII-Based Mixed-Mode Universal Filter

High-Order CCII-Based Mixed-Mode Universal Filter High-Order CCII-Based Mixed-Mode Uiversal Filter Che-Nog Lee Departmet of Computer ad Commuicatio Egieerig, Taipei Chegshih Uiversity of Sciece ad Techology, Taipei, Taiwa, R. O. C. Abstract This paper

More information

A Radio Resource Allocation Algorithm for QoS Provision in PMP-based Systems

A Radio Resource Allocation Algorithm for QoS Provision in PMP-based Systems 530 OURAL OF COMMUICATIOS, VOL. 5, O. 7, ULY 00 A Radio Resource Allocatio Algorithm for QoS Provisio i PMP-based Systems Pig Wag Broadbad Wireless commuicatios ad Multimedia laboratory, Key Laboratory

More information

Analytic comparison of using FFT and wavelet in IEEE a WLAN based OFDM technique

Analytic comparison of using FFT and wavelet in IEEE a WLAN based OFDM technique Aalytic compariso of usig FFT ad wavelet i IEEE 802.11.a WLAN based OFDM techique Habab Habib Alshammary, Abdel-Rahma Al-Qawasmi Abstract Modulatio techiques play a sigificat role i miimizig the effect

More information

Massachusetts Institute of Technology Dept. of Electrical Engineering and Computer Science Fall Semester, Introduction to EECS 2.

Massachusetts Institute of Technology Dept. of Electrical Engineering and Computer Science Fall Semester, Introduction to EECS 2. Massachusetts Istitute of Techology Dept. of Electrical Egieerig ad Computer Sciece Fall Semester, 006 6.08 Itroductio to EECS Prelab Exercises Pre-Lab#3 Modulatio, demodulatio, ad filterig are itegral

More information

Modified OFDM Model Based on Sub-Sliding Window Technique

Modified OFDM Model Based on Sub-Sliding Window Technique wwwccseetorgcis Computer ad Iformatio Sciece Vol, o ; Jauary Modified OFDM Model Based o Sub-Slidig Widow Techique Salih Mohammed Salih Electrical Egieerig Departmet, College of Egieerig, Uiversity of

More information

Delta- Sigma Modulator with Signal Dependant Feedback Gain

Delta- Sigma Modulator with Signal Dependant Feedback Gain Delta- Sigma Modulator with Sigal Depedat Feedback Gai K.Diwakar #1 ad V.Vioth Kumar *2 # Departmet of Electroics ad Commuicatio Egieerig * Departmet of Electroics ad Istrumetatio Egieerig Vel Tech Uiversity,Cheai,

More information

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS Mariusz Ziółko, Przemysław Sypka ad Bartosz Ziółko Departmet of Electroics, AGH Uiversity of Sciece ad Techology, al. Mickiewicza 3, 3-59 Kraków, Polad,

More information

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER 95 CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER 5.1 GENERAL Ru-legth codig is a lossless image compressio techique, which produces modest compressio ratios. Oe way of icreasig the compressio ratio of a ru-legth

More information

INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION

INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION XIX IMEKO World Cogress Fudametal ad Applied Metrology September 6, 9, Lisbo, Portugal INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION Dalibor

More information

Multi-Carrier Transmission over Mobile Radio Channels. Jean-Paul M.G. Linnartz Philips Research and TU/e

Multi-Carrier Transmission over Mobile Radio Channels. Jean-Paul M.G. Linnartz Philips Research and TU/e Multi-Carrier Trasmissio over Mobile Radio Chaels Jea-Paul M.G. Liartz Philips Research ad TU/e Outlie Itroductio to OFDM Discussio of receivers for OFDM ad MC-CDMA Itercarrier Iterferece, FFT Leakage

More information

OFDM-BPSK Wireless Communication System Performance under Employment of Generalized Receiver

OFDM-BPSK Wireless Communication System Performance under Employment of Generalized Receiver OFDM-BPSK Wireless Commuicatio System Performace uder Employmet of Geeralized Receiver XUEFEI LI, VYACHESLAV TUZLUKOV School of Electroics Egieerig, College of IT Egieerig Kyugpook Natioal Uiversity 7

More information

Joint Power Allocation and Beamforming for Cooperative Networks

Joint Power Allocation and Beamforming for Cooperative Networks It. J. Commuicatios, etwork ad System Scieces,, 4, 447-45 doi:.436/ijcs..4753 Published Olie July (http://www.scirp.org/joural/ijcs) Joit Power Allocatio ad Beamformig for Cooperative etworks Sodes Maadi,,

More information

Capacity Analysis for OFDM Systems with Transceiver I/Q Imbalance

Capacity Analysis for OFDM Systems with Transceiver I/Q Imbalance Capacity Aalysis for OFDM Systems with Trasceiver I/Q Imbalace Stefa Kroe ad Gerhard Fettweis Vodafoe Chair Mobile Commuicatios Systems Techische Uiversität Dresde, 6 Dresde, Germay E-mail: {stefa.kroe,

More information

Iterative Frequency-Domain. Modulations. Rui Dinis

Iterative Frequency-Domain. Modulations. Rui Dinis Iterative Frequecy-Domai Detectio for Sigle-Carrier Modulatios Rui Diis 1 Summary 1 Cotext ad motivatio 2 OFDM ad SC-FDE modulatios 3 IB-DFEtechiques 4 Applicatios MIMO systems Network diversity schemes

More information

Acquisition of GPS Software Receiver Using Split-Radix FFT

Acquisition of GPS Software Receiver Using Split-Radix FFT 006 IEEE Coferece o Systems, Ma, ad Cyberetics October -, 006, Taipei, Taiwa Acquisitio of GPS Software Receiver Usig Split-Radix FFT W. H. Li, W. L. Mao, H. W. Tsao, F. R. Chag, ad W. H. Huag Abstract

More information

A New Basic Unit for Cascaded Multilevel Inverters with the Capability of Reducing the Number of Switches

A New Basic Unit for Cascaded Multilevel Inverters with the Capability of Reducing the Number of Switches Joural of Power Electroics, ol, o, pp 67-677, July 67 JPE --6 http://dxdoiorg/6/jpe67 I(Prit: 98-9 / I(Olie: 9-78 A ew Basic Uit for Cascaded Multi Iverters with the Capability of Reducig the umber of

More information

A study on the efficient compression algorithm of the voice/data integrated multiplexer

A study on the efficient compression algorithm of the voice/data integrated multiplexer A study o the efficiet compressio algorithm of the voice/data itegrated multiplexer Gyou-Yo CHO' ad Dog-Ho CHO' * Dept. of Computer Egieerig. KyiigHee Uiv. Kiheugup Yogiku Kyuggido, KOREA 449-71 PHONE

More information

Measurements of the Communications Environment in Medium Voltage Power Distribution Lines for Wide-Band Power Line Communications

Measurements of the Communications Environment in Medium Voltage Power Distribution Lines for Wide-Band Power Line Communications Measuremets of the Commuicatios viromet i Medium Voltage Power Distributio Lies for Wide-Bad Power Lie Commuicatios Jae-Jo Lee *,Seug-Ji Choi *,Hui-Myoug Oh *, Wo-Tae Lee *, Kwa-Ho Kim * ad Dae-Youg Lee

More information

AN ESTIMATION OF MULTILEVEL INVERTER FED INDUCTION MOTOR DRIVE

AN ESTIMATION OF MULTILEVEL INVERTER FED INDUCTION MOTOR DRIVE 9 IJRIC. All rights reserved. IJRIC www.ijric.org E-ISSN: 76-3336 AN ESTIMATION OF MULTILEVEL INVERTER FED INDUCTION MOTOR DRIVE K.RAMANI AND DR.A. KRISHNAN SMIEEE Seior Lecturer i the Departmet of EEE

More information

Outline. Motivation. Analog Functional Testing in Mixed-Signal Systems. Motivation and Background. Built-In Self-Test Architecture

Outline. Motivation. Analog Functional Testing in Mixed-Signal Systems. Motivation and Background. Built-In Self-Test Architecture Aalog Fuctioal Testig i Mixed-Sigal s Jie Qi Dept. of Electrical & Computer Egieerig Aubur Uiversity Co-Advisors: Charles Stroud ad Foster Dai Outlie Motivatio ad Backgroud Built-I Self-Test Architecture

More information

A Dual-Band Through-the-Wall Imaging Radar Receiver Using a Reconfigurable High-Pass Filter

A Dual-Band Through-the-Wall Imaging Radar Receiver Using a Reconfigurable High-Pass Filter JOURNAL OF ELECTROMAGNETIC ENGINEERING AND SCIENCE, VOL. 16, NO. 3, 164~168, JUL. 2016 http://dx.doi.org/10.5515/jkiees.2016.16.3.164 ISSN 2234-8395 (Olie) ISSN 2234-8409 (Prit) A Dual-Bad Through-the-Wall

More information

4. INTERSYMBOL INTERFERENCE

4. INTERSYMBOL INTERFERENCE DATA COMMUNICATIONS 59 4. INTERSYMBOL INTERFERENCE 4.1 OBJECT The effects of restricted badwidth i basebad data trasmissio will be studied. Measuremets relative to itersymbol iterferece, usig the eye patter

More information

A GHz Constant KVCO Low Phase Noise LC-VCO and an Optimized Automatic Frequency Calibrator Applied in PLL Frequency Synthesizer

A GHz Constant KVCO Low Phase Noise LC-VCO and an Optimized Automatic Frequency Calibrator Applied in PLL Frequency Synthesizer A 4.6-5.6 GHz Costat KVCO Low Phase Noise LC-VCO ad a Optimized Automatic Frequecy Calibrator Applied i PLL Frequecy Sythesizer Hogguag Zhag, Pa Xue, Zhiliag Hog State Key Laboratory of ASIC & System Fuda

More information

Subcarriers and Bits Allocation in Multiuser Orthogonal Frequency Division Multiplexing System

Subcarriers and Bits Allocation in Multiuser Orthogonal Frequency Division Multiplexing System Sesors & Trasducers, Vol. 168, Issue 4, April 014, pp. 10-15 Sesors & Trasducers 014 by IFSA Publishig, S. L. http://www.sesorsportal.com Subcarriers ad Bits Allocatio i Multiuser Orthogoal Frequecy Divisio

More information

Objectives. Some Basic Terms. Analog and Digital Signals. Analog-to-digital conversion. Parameters of ADC process: Related terms

Objectives. Some Basic Terms. Analog and Digital Signals. Analog-to-digital conversion. Parameters of ADC process: Related terms Objectives. A brief review of some basic, related terms 2. Aalog to digital coversio 3. Amplitude resolutio 4. Temporal resolutio 5. Measuremet error Some Basic Terms Error differece betwee a computed

More information

A Modified PTS Combined with Interleaving and Pulse Shaping Method Based on PAPR Reduction for STBC MIMO-OFDM System

A Modified PTS Combined with Interleaving and Pulse Shaping Method Based on PAPR Reduction for STBC MIMO-OFDM System A Modified PTS Combied with Iterleavig ad Pulse Shapig Method Based o PAPR Reductio for STBC MIMO-OFDM System P.MUKUNTHAN ad P.DANANJAYAN Departmet of Electroics ad Commuicatio Egieerig Podicherry Uiversity

More information

Cross-Entropy-Based Sign-Selection Algorithms for Peak-to-Average Power Ratio Reduction of OFDM Systems

Cross-Entropy-Based Sign-Selection Algorithms for Peak-to-Average Power Ratio Reduction of OFDM Systems 4990 IEEE TRASACTIOS O SIGAL PROCESSIG, VOL. 56, O. 10, OCTOBER 2008 Cross-Etropy-Based Sig-Selectio Algorithms for Peak-to-Average Power Ratio Reductio of OFDM Systems Luqig Wag ad Chitha Tellambura Abstract

More information

High Speed Area Efficient Modulo 2 1

High Speed Area Efficient Modulo 2 1 High Speed Area Efficiet Modulo 2 1 1-Soali Sigh (PG Scholar VLSI, RKDF Ist Bhopal M.P) 2- Mr. Maish Trivedi (HOD EC Departmet, RKDF Ist Bhopal M.P) Adder Abstract Modular adder is oe of the key compoets

More information

An Adaptive Image Denoising Method based on Thresholding

An Adaptive Image Denoising Method based on Thresholding A Adaptive Image Deoisig Method based o Thresholdig HARI OM AND MANTOSH BISWAS Departmet of Computer Sciece & Egieerig Idia School of Mies, Dhabad Jharkad-86004 INDIA {hariom4idia, matoshb}@gmail.com Abstract

More information

Multisensor transducer based on a parallel fiber optic digital-to-analog converter

Multisensor transducer based on a parallel fiber optic digital-to-analog converter V Iteratioal Forum for Youg cietists "pace Egieerig" Multisesor trasducer based o a parallel fiber optic digital-to-aalog coverter Vladimir Grechishikov 1, Olga Teryaeva 1,*, ad Vyacheslav Aiev 1 1 amara

More information

NOISE IN A SPECTRUM ANALYZER. Carlo F.M. Carobbi and Fabio Ferrini Department of Information Engineering University of Florence, Italy

NOISE IN A SPECTRUM ANALYZER. Carlo F.M. Carobbi and Fabio Ferrini Department of Information Engineering University of Florence, Italy NOISE IN A SPECTRUM ANALYZER by Carlo.M. Carobbi ad abio errii Departet of Iforatio Egieerig Uiversity of lorece, Italy 1. OBJECTIVE The objective is to easure the oise figure of a spectru aalyzer with

More information

Reducing Power Dissipation in Complex Digital Filters by using the Quadratic Residue Number System Λ

Reducing Power Dissipation in Complex Digital Filters by using the Quadratic Residue Number System Λ Reducig Power Dissipatio i Complex Digital Filters by usig the Quadratic Residue Number System Λ Agelo D Amora, Alberto Naarelli, Marco Re ad Gia Carlo Cardarilli Departmet of Electrical Egieerig Uiversity

More information

The Detection of Abrupt Changes in Fatigue Data by Using Cumulative Sum (CUSUM) Method

The Detection of Abrupt Changes in Fatigue Data by Using Cumulative Sum (CUSUM) Method Proceedigs of the th WSEAS Iteratioal Coferece o APPLIED ad THEORETICAL MECHANICS (MECHANICS '8) The Detectio of Abrupt Chages i Fatigue Data by Usig Cumulative Sum (CUSUM) Method Z. M. NOPIAH, M.N.BAHARIN,

More information

Performance Improvement of Duty-Cycle Division Multiplexing System Utilizing Symbol Coding Customization

Performance Improvement of Duty-Cycle Division Multiplexing System Utilizing Symbol Coding Customization Performace Improvemet of Duty-Cycle Divisio Multiplexig System Utilizig Symbol Codig Customizatio M. N. DERAMAN 1, A. MALEKMOAMMADI, G. GNANAGURUNATAN, M. K. ABDULLA 3, K. DIMYATI 4, K. A. NOORDIN 4 1

More information

Sensors & Transducers 2015 by IFSA Publishing, S. L.

Sensors & Transducers 2015 by IFSA Publishing, S. L. Sesors & Trasducers 215 by IFSA Publishig, S. L. http://www.sesorsportal.com Uiversal Sesors ad Trasducers Iterface for Mobile Devices: Metrological Characteristics * Sergey Y. YURISH ad Javier CAÑETE

More information

Radar emitter recognition method based on AdaBoost and decision tree Tang Xiaojing1, a, Chen Weigao1 and Zhu Weigang1 1

Radar emitter recognition method based on AdaBoost and decision tree Tang Xiaojing1, a, Chen Weigao1 and Zhu Weigang1 1 Advaces i Egieerig Research, volume 8 d Iteratioal Coferece o Automatio, Mechaical Cotrol ad Computatioal Egieerig (AMCCE 7) Radar emitter recogitio method based o AdaBoost ad decisio tree Tag Xiaojig,

More information

Subscriber Pulse Metering (SPM) Detection

Subscriber Pulse Metering (SPM) Detection Subscriber Pulse Meterig () Detectio Versatile telephoe call-charge ad security fuctios for PBX, Payphoe ad Pair-Gai applicatios - employig CML s family of 12kHz ad 16kHz ICs INNOVATIONS INV/Telecom//1

More information

BANDWIDTH AND GAIN ENHANCEMENT OF MULTIBAND FRACTAL ANTENNA BASED ON THE SIERPINSKI CARPET GEOMETRY

BANDWIDTH AND GAIN ENHANCEMENT OF MULTIBAND FRACTAL ANTENNA BASED ON THE SIERPINSKI CARPET GEOMETRY ISSN: 2229-6948(ONLINE) DOI: 10.21917/ijct.2013.0095 ICTACT JOURNAL ON COMMUNICATION TECHNOLOGY, MARCH 2013, VOLUME: 04, ISSUE: 01 BANDWIDTH AND GAIN ENHANCEMENT OF MULTIBAND FRACTAL ANTENNA BASED ON THE

More information

The PAPR Reduction in OFDM System with the Help of Signal Mapping Scheme

The PAPR Reduction in OFDM System with the Help of Signal Mapping Scheme Iteratioal Joural o Applied Sciece ad Egieerig 27. 5, : 75-8 The PAPR Reductio i OFD System with the Help o Sigal appig Scheme Jyh-Horg We, 2, Gwo-Ruey Lee ad Cheg-Yig Yag 3 * The Istitute o Electrical

More information

Comparison of RLS&LMS Algorithms for OFDM Systems

Comparison of RLS&LMS Algorithms for OFDM Systems Iteratioal Joural of Emergig Techology ad Advaced Egieerig Compariso of RLS&LMS Algorithms for OFDM Systems Vidya S.Bhosale 1, V. N. Ghodke 2 1 PG Studet, 2 Assistat Professor, Departmet of E&TC, Pue Uiversity,

More information

Markov Modulated Punctured Autoregressive Processes for Traffic and Channel Modeling *

Markov Modulated Punctured Autoregressive Processes for Traffic and Channel Modeling * Markov Modulated Puctured Autoregressive Processes for Traffic ad Chael Modelig * Trista Pei-chu Che ad Tsuha Che + Departmet of Electrical ad Computer Egieerig Caregie Mello Uiversity, PA 1513 {peichu,

More information

A Fuzzy Rule Base Assisted Adaptive Coding and Modulation Scheme for OFDM Systems

A Fuzzy Rule Base Assisted Adaptive Coding and Modulation Scheme for OFDM Systems 2012, TextRoad Publicatio ISSN 2090-4304 Joural of Basic ad Applied Scietific Research www.textroad.com A Fuzzy Rule Base Assisted Adaptive Codig ad Modulatio Scheme for OFDM Systems Atta-ur-Rahma a,c,*,

More information

SELEX Elsag. 5/18/2012 R. Pucci SDR 12 WinnComm 1

SELEX Elsag. 5/18/2012 R. Pucci SDR 12 WinnComm 1 SELEX Elsag 5/18/01 R. Pucci SDR 1 WiComm 1 Military BU - SELEX Elsag Possible update of SDR Platforms to COGNITIVE architectures COGNITIVE MANAGER INTERFACE Geolocatio, Voice, Video, etc Applicatio Policy

More information

PHY-MAC dialogue with Multi-Packet Reception

PHY-MAC dialogue with Multi-Packet Reception PHY-AC dialogue with ulti-packet Receptio arc Realp 1 ad Aa I. Pérez-Neira 1 CTTC-Cetre Tecològic de Telecomuicacios de Cataluya Edifici Nexus C/Gra Capità, - 0803-Barceloa (Cataluya-Spai) marc.realp@cttc.es

More information

Lecture 13: DUART serial I/O, part I

Lecture 13: DUART serial I/O, part I Lecture 13: DUART serial I/O, part I The bi picture of serial commuicatios Aalo commuicatios Modems Modulatio-demodulatio methods Baud rate Vs. Bits Per Secod Diital serial commuicatios Simplex, half-duplex

More information

AC : USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM

AC : USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM AC 007-7: USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM Josue Njock-Libii, Idiaa Uiversity-Purdue Uiversity-Fort Waye Josué Njock Libii is Associate Professor

More information

A New Duty Cycle Based Digital Multiplexing Technique

A New Duty Cycle Based Digital Multiplexing Technique Proceedigs of the 7 IEEE Iteratioal Coferece o Telecommuicatios ad Malaysia Iteratioal Coferece o Commuicatios, 14-17 May 7, Peag, Malaysia New Duty Cycle Based Digital Multiplexig Techique Mohamad Khazai

More information

Beam Pattern Scanning (BPS) versus Space-Time Block Coding (STBC) and Space-Time Trellis Coding (STTC)

Beam Pattern Scanning (BPS) versus Space-Time Block Coding (STBC) and Space-Time Trellis Coding (STTC) It. J. Commuicatios, Network ad System Scieces, 2009, 6, 469-479 doi:10.4236/ijcs.2009.26051 Published Olie September 2009 (http://www.scirp.org/joural/ijcs/). 469 Beam Patter Scaig (BPS) versus Space-Time

More information

GENERALIZED WAVELET-BASED SYMBOL RATE ESTIMATION FOR LINEAR SINGLE- CARRIER MODULATION IN BLIND ENVIRONMENT

GENERALIZED WAVELET-BASED SYMBOL RATE ESTIMATION FOR LINEAR SINGLE- CARRIER MODULATION IN BLIND ENVIRONMENT GENERALIZED WAVELET-BASED SYMBOL RATE ESTIMATION FOR LINEAR SINGLE- CARRIER MODULATION IN BLIND ENVIRONMENT Rima Hatoum LIP6/UPMC Uiversity of Paris VI; 4 Place Jussieu, Paris, Frace Alaa Ghaith EDST/Lebaese

More information

3rd International Conference on Mechatronics and Information Technology (ICMIT 2016)

3rd International Conference on Mechatronics and Information Technology (ICMIT 2016) 3rd Iteratioal Coferece o Mechatroics ad Iformatio Techology (ICMIT 206) A Novel Iterferece Suppressio Algorithm Based o Irregular Wavelet Pacet Trasform i DSSS Satellite Commuicatio System Yaghui Tog,

More information

CFAR DETECTION IN MIMO RADARS USING FUZZY FUSION RULES IN HOMOGENEOUS BACKGROUND

CFAR DETECTION IN MIMO RADARS USING FUZZY FUSION RULES IN HOMOGENEOUS BACKGROUND CFAR DETECTION IN MIMO RADARS USING FUZZY FUSION RULES IN HOMOGENEOUS BACKGROUND Faycal Khaldi 1 ad Faouzi Soltai 2 1,2 Départemet d électroique, Uiversité des Frères Metouri Costatie Costatie 25, Algeria

More information

A SELECTIVE POINTER FORWARDING STRATEGY FOR LOCATION TRACKING IN PERSONAL COMMUNICATION SYSTEMS

A SELECTIVE POINTER FORWARDING STRATEGY FOR LOCATION TRACKING IN PERSONAL COMMUNICATION SYSTEMS A SELETIVE POINTE FOWADING STATEGY FO LOATION TAKING IN PESONAL OUNIATION SYSTES Seo G. hag ad hae Y. Lee Departmet of Idustrial Egieerig, KAIST 373-, Kusug-Dog, Taejo, Korea, 305-70 cylee@heuristic.kaist.ac.kr

More information

History and Advancement of the Family of Log Periodic Toothed Planer Microstrip Antenna

History and Advancement of the Family of Log Periodic Toothed Planer Microstrip Antenna Joural of Electromagetic Aalysis ad Applicatios, 2011, 3, 242-247 doi:10.4236/jemaa.2011.36039 Published Olie Jue 2011 (http://www.scirp.org/joural/jemaa) History ad Advacemet of the Family of Log Periodic

More information

Subband Coding of Speech Signals Using Decimation and Interpolation

Subband Coding of Speech Signals Using Decimation and Interpolation 3 th Iteratioal Coferece o AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT- 3, May 6 8, 9, E-Mail: asat@mtc.edu.eg Military Techical College, Kobry Elkobbah, Cairo, Egypt Tel : +() 459 43638, Fax: +() 698

More information

Delta- Sigma Modulator based Discrete Data Multiplier with Digital Output

Delta- Sigma Modulator based Discrete Data Multiplier with Digital Output K.Diwakar et al. / Iteratioal Joural of Egieerig ad echology (IJE Delta- Sigma Mulator based Discrete Data Multiplier with Digital Output K.Diwakar #,.ioth Kumar *2, B.Aitha #3, K.Kalaiarasa #4 # Departmet

More information

信號與系統 Signals and Systems

信號與系統 Signals and Systems Sprig 2 信號與系統 Sigals ad Systems Chapter SS- Sigals ad Systems Feg-Li Lia NTU-EE Feb Ju Figures ad images used i these lecture otes are adopted from Sigals & Systems by Ala V. Oppeheim ad Ala S. Willsky,

More information

EECE 301 Signals & Systems Prof. Mark Fowler

EECE 301 Signals & Systems Prof. Mark Fowler EECE 3 Sigals & Systems Prof. Mark Fowler Note Set #6 D-T Systems: DTFT Aalysis of DT Systems Readig Assigmet: Sectios 5.5 & 5.6 of Kame ad Heck / Course Flow Diagram The arrows here show coceptual flow

More information

A 5th order video band elliptic filter topology using OTRA based Fleischer Tow Biquad with MOS-C Realization

A 5th order video band elliptic filter topology using OTRA based Fleischer Tow Biquad with MOS-C Realization Natural ad Egieerig Scieces 44 olume 1, No. 2, 44-52, 2016 A 5th order video bad elliptic filter topology usig OTA based Fleischer Tow Biquad with MOS-C ealiatio Ahmet Gökçe 1*, Uğur Çam 2 1 Faculty of

More information

A New 3-Bit Integrating Time to Digital Converter Using Time to Voltage Conversion Technique

A New 3-Bit Integrating Time to Digital Converter Using Time to Voltage Conversion Technique Bulleti of Eviromet, Pharmacology ad Life Scieces Bull. Ev. Pharmacol. Life Sci., ol 3 [11] October 2014:115-122 2014 Academy for Eviromet ad Life Scieces, dia Olie SSN 2277-1808 Joural s URL:http://www.bepls.com

More information

Performance Analysis of Channel Switching with Various Bandwidths in Cognitive Radio

Performance Analysis of Channel Switching with Various Bandwidths in Cognitive Radio Performace Aalysis of Chael Switchig with Various Badwidths i Cogitive Radio Po-Hao Chag, Keg-Fu Chag, Yu-Che Che, ad Li-Kai Ye Departmet of Electrical Egieerig, Natioal Dog Hwa Uiversity, 1,Sec.2, Da-Hsueh

More information

DIGITALLY TUNED SINUSOIDAL OSCILLATOR USING MULTIPLE- OUTPUT CURRENT OPERATIONAL AMPLIFIER FOR APPLICATIONS IN HIGH STABLE ACOUSTICAL GENERATORS

DIGITALLY TUNED SINUSOIDAL OSCILLATOR USING MULTIPLE- OUTPUT CURRENT OPERATIONAL AMPLIFIER FOR APPLICATIONS IN HIGH STABLE ACOUSTICAL GENERATORS Molecular ad Quatum Acoustics vol. 7, (6) 95 DGTALL TUNED SNUSODAL OSCLLATOR USNG MULTPLE- OUTPUT CURRENT OPERATONAL AMPLFER FOR APPLCATONS N HGH STABLE ACOUSTCAL GENERATORS Lesław TOPÓR-KAMŃSK Faculty

More information

A Research on Spectrum Allocation Using Optimal Power in Downlink Wireless system

A Research on Spectrum Allocation Using Optimal Power in Downlink Wireless system Iteratioal Research Joural of Egieerig ad Techology (IRJET) e-iss: 2395-0056 Volume: 03 Issue: 04 Apr-206 www.irjet.et p-iss: 2395-0072 A Research o Spectrum Allocatio Usig Optimal Power i Dowli Wireless

More information

CDS 270-2: Lecture 6-3 Optimum Receiver Design for Estimation over Wireless Links

CDS 270-2: Lecture 6-3 Optimum Receiver Design for Estimation over Wireless Links CDS 70-: Lecture 6-3 Otimum Receiver Desig for stimatio over Wireless Lis Goals: Yasami Mostofi May 5, 006 To uderstad imact of wireless commuicatio imairmets o estimatio over wireless To lear o-traditioal

More information