Holdings: Signal processing in digital communications

Signal processing in digital communications:

Saved in:

Bibliographic Details
Main Author:	Miao, George J. (Author)
Format:	Book
Language:	English
Published:	Boston, Mass. [u.a.] Artech House 2007
Series:	Artech House signal processing library
Subjects:	Filtres numériques (Mathématiques) Traitement du signal Transmission numérique Signal processing Digital communications Digital filters (Mathematics) Digitale Signalverarbeitung
Online Access:	Inhaltsverzeichnis
Physical Description:	XVIII, 515 S. Ill., graph. Darst.
ISBN:	1580536670 9781580536677

Staff View

MARC


LEADER	00000nam a2200000zc 4500
001	BV022377035
003	DE-604
005	20070426
007	t
008	070403s2007 xxuad\|\| \|\|\|\| 00\|\|\| eng d
010			\|a 2006052668
020			\|a 1580536670 \|9 1-58053-667-0
020			\|a 9781580536677 \|9 978-1-58053-667-7
035			\|a (OCoLC)77485780
035			\|a (DE-599)BVBBV022377035
040			\|a DE-604 \|b ger \|e aacr
041	0		\|a eng
044			\|a xxu \|c US
049			\|a DE-92 \|a DE-1050
050		0	\|a TK5102.9
082	0		\|a 621.382/2
084			\|a ZN 6040 \|0 (DE-625)157496: \|2 rvk
100	1		\|a Miao, George J. \|e Verfasser \|4 aut
245	1	0	\|a Signal processing in digital communications \|c George J. Miao
264		1	\|a Boston, Mass. [u.a.] \|b Artech House \|c 2007
300			\|a XVIII, 515 S. \|b Ill., graph. Darst.
336			\|b txt \|2 rdacontent
337			\|b n \|2 rdamedia
338			\|b nc \|2 rdacarrier
490	0		\|a Artech House signal processing library
650		4	\|a Filtres numériques (Mathématiques)
650		4	\|a Traitement du signal
650		4	\|a Transmission numérique
650		4	\|a Signal processing
650		4	\|a Digital communications
650		4	\|a Digital filters (Mathematics)
650	0	7	\|a Digitale Signalverarbeitung \|0 (DE-588)4113314-6 \|2 gnd \|9 rswk-swf
689	0	0	\|a Digitale Signalverarbeitung \|0 (DE-588)4113314-6 \|D s
689	0		\|5 DE-604
856	4	2	\|m GBV Datenaustausch \|q application/pdf \|u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015586088&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA \|3 Inhaltsverzeichnis
999			\|a oai:aleph.bib-bvb.de:BVB01-015586088

Record in the Search Index

_version_	1804136431976710144
adam_text	SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS GEORGE J. MIAO ARTECH HOUSE BOSTON\|LONDON ARTECHHOUSE.COM CONTENTS PREFACE XV 1 INTRODUCTION 1 1.1 A HISTORY OF COMMUNICATIONS USING ELECTRICITY 1 1.2 DIGITAL COMMUNICATION SYSTEMS 3 1.3 DIGITAL RF SYSTEMS 6 1.3.1 DIGITAL TRANSCEIVERS 7 1.3.2 A/D CONVERTER CHALLENGE 9 1.3.3 DIGITAL DOWNCONVERSION AND CHANNELIZATION 12 1.4 LINK BUDGET 17 1.4.1 NOISEFIGURE 19 1.4.2 RECEIVER SENSITIVITY 19 1.4.3 MAXIMUM PATH LOSS 20 1.5 SUMMARY 21 REFERENCES 22 2 PROBABILITY, RANDOM VARIABLES, AND STOCHASTIC SIGNAL PROCESSING 25 2.1 INTRODUCTION 25 2.2 PROBABILITY 26 2.2.1 INTUITIVE PROBABILITY 27 2.2.2 AXIOMATIC PROBABILITY 27 2.2.3 CONDITIONAL PROBABILITY 29 2.2.4 INDEPENDENCE 31 2.3 RANDOM VARIABLES 31 2.4 PROBABILITY DISTRIBUTIONS AND DENSITIES 32 2.4.1 PROBABILITY DISTRIBUTIONS 32 2.4.2 PROBABILITY DENSITIES 33 2.4.3 JOINT PROBABILITY DISTRIBUTIONS AND DENSITIES 34 VII VIII SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS 2.4.4 STATISTICAL AVERAGES AND JOINT MOMENTS 35 2.4.5 MOMENT GENERATION FUNCTION 37 2.5 FUNCTIONS OF RANDOM VARIABLES 39 2.5.1 SUMS OF RANDOM VARIABLES 39 2.5.2 TRANSFORMATIONS OF RANDOM VARIABLES 43 2.6 DISCRETE DISTRIBUTIONS AND DENSITIES 45 2.6.1 DISCRETE UNIFORM DISTRIBUTION 45 2.6.2 BINOMIAL DISTRIBUTION 46 2.6.3 POISSON DISTRIBUTION 48 2.7 CONTINUOUS DISTRIBUTIONS AND DENSITIES 51 2.7.1 GAUSSIAN DENSITY FUNCTION 51 2.7.2 ERROR FUNCTION 54 2.7.3 Q-FUNCTION 56 2.7.4 MULTIVARIATE GAUSSIAN DISTRIBUTION 58 2.7.5 UNIFORM DENSITY FUNCTION 58 2.7.6 CHI-SQUARE DISTRIBUTION 60 2.7.7 JF DISTRIBUTION 61 2.7.8 RAYLEIGH DISTRIBUTION 63 2.7.9 RICE DISTRIBUTION 64 2.8 UPPER BOUNDS ON THE PROBABILITY 66 2.8.1 CHEBYSHEV INEQUALITY 67 2.8.2 LAW OF LARGE NUMBERS 68 2.8.3 CENTRAL LIMIT THEOREM 69 2.9 STOCHASTIC SIGNAL PROCESSES 70 2.9.1 DEFINITION OF DISCRETE-TIME RANDOM PROCESS 71 2.9.2 STATIONARY PROCESSES 73 2.9.3 ESTIMATED FUNCTIONS 73 2.9.4 POWER SPECTRUM 74 2.9.5 STOCHASTIC PROCESSES FOR LINEAR SYSTEMS 76 2.9.6 MEAN SQUARE ESTIMATION 81 2.10 DETECTION THEORY AND OPTIMUM RECEIVERS 83 2.10.1 OPTIMALITY CRITERION 83 2.10.2 MAXIMUM LIKELIHOOD DETECTOR 85 2.10.3 PROBABILITY OF ERROR 87 2.11 SUMMARY 87 REFERENCES 89 3 SAMPLING THEORY 3.1 INTRODUCTION 91 91 CONTENTS IX 3.2 DISCRETE-TIME SAMPLED SIGNALS 92 3.2.1 INSTANTANEOUS SAMPLING 92 3.2.2 IDEAL SAMPLED SIGNAL 94 3.3 NYQUIST SAMPLING THEOREM 94 3.3.1 TIME-DOMAIN INTERPOLATION FORMULA 96 3.3.2 FREQUENCY-DOMAIN INTERPOLATION FORMULA 98 3.3.3 ALIASING 99 3.4 UNDERSAMPLING 100 3.4.1 MINIMUM SAMPLING RATE 102 3.4.2 ANTIALIASING BANDPASS FILTER 103 3.5 STOCHASTIC SAMPLING THEOREM 105 3.6 SUMMARY 106 REFERENCES 108 4 CHANNEL CAPACITY 109 4.1 INTRODUCTION 109 4.2 GAUSSIAN CHANNEL CAPACITY 110 4.3 BANDLIMITED CHANNEL CAPACITY 112 4.4 MIMO CHANNEL CAPACITY 117 4.5 SIMO CHANNEL CAPACITY 121 4.6 MISO CHANNEL CAPACITY 121 4.7 SUMMARY 122 REFERENCES 123 5 SMART ANTENNA SYSTEMS 125 5.1 INTRODUCTION 125 5.2 SMART ANTENNAS AND BEAMFORMING STRUCTURES 126 5.2.1 SWITCHED BEAMFORMING 126 5.2.2 DELAY-AND-SUM BEAMFORMING 128 5.2.3 SPACE-TIME BEAMFORMING 129 5.2.4 INTERPOLATION BEAMFORMING 130 5.3 BEAMFORMING ALGORITHMS 133 5.3.1 MMSE BEAMFORMER 133 5.3.2 MAXIMUM SNR OF THE B EAMFORMER 13 5 5.3.3 MINIMUM VARIANCE BEAMFORMER 137 5.4 SUMMARY 139 REFERENCES 140 X SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS 141 141 143 143 146 148 150 156 157 159 163 163 168 169 171 172 174 178 180 181 182 183 184 187 CHANNEL ESTIMATION AND BLIND IDENTIFICATION 189 7.1 INTRODUCTION 189 7.2 DISCRETE-TIME CHANNEL MODELS 191 7.3 CHANNEL ESTIMATORS 194 7.3.1 MAXIMUM LIKELIHOOD ESTIMATOR 194 7.3.2 LEAST SQUARES ESTIMATOR 198 7.3.3 GENERALIZED LEAST SQUARES ESTIMATOR 201 7.3.4 MMSE ESTIMATOR 202 7.4 ADAPTIVE CHANNEL ESTIMATION AND ALGORITHMS 208 7.4.1 THE LMS ALGORITHMS 210 7.4.2 THE LMS ALGORITHM CONVERGENCE 214 7.4.3 THE LMS EMSE ANALYSIS AND MISADJUSTMENT 217 7.4.4 THE RLS ALGORITHMS 219 7.4.5 THE RLS ALGORITHM CONVERGENCE 223 CHANNEL CHARACTERIZATION AND DISTORTION 6.1 6.2 6.3 6.4 6.5 6.6 6.7 INTRODUCTION WIRELESS CHANNELS 6.2.1 FREE SPACE PROPAGATION 6.2.2 FIAT SURFACE PROPAGATION 6.2.3 MULTIPATH PROPAGATION 6.2.4 PARAMETERS OF MULTIPATH CHANNELS 6.2.5 FADING CHARACTERISTICS 6.2.6 LARGE-SCALE FADING 6.2.7 SMALL-SCALE FADING WIRED CHANNELS 6.3.1 TRANSMISSION LOOP 6.3.2 CROSSTALK 6.3.3 SIMULATION LOOP MODEL CHANNEL DISTORTION 6.4.1 INTERSYMBOL INTERFERENCE 6.4.2 EYE DIAGRAMS 6.4.3 NY QUIST CRITERION PULSE SHAPING 6.5.1 RAISED-COSINE PULSE 6.5.2 GAUSSIAN SHAPING PULSE MATCHED FILTERING SUMMARY REFERENCES CONTENTS XI 7.4.6 THE RLS EMSE ANALYSIS AND MISADJUSTMENT 224 7.4.7 COMPARISON OF THE ADAPTIVE ALGORITHMS 225 7.5 CHANNEL MODELS AND HOS ESTIMATIONS 226 7.5.1 SISO CHANNEL MODEL AND ESTIMATION 226 7.5.2 SIMO CHANNEL MODEL AND ESTIMATION 229 7.5.3 MIMO CHANNEL MODEL AND ESTIMATION 233 7.6 BLIND CHANNEL IDENTIFICATION 238 7.6.1 BLIND IDENTIFICATION FOR SISO CHANNEL 239 7.6.2 SUBSPACE BLIND IDENTIFICATION FOR SIMO CHANNEL 242 7.6.3 BLIND IDENTIFICATION FOR MIMO CHANNEL 246 7.7 SUMMARY 252 REFERENCES 253 ADAPTIVE EQUALIZERS IN COMMUNICATION RECEIVERS 257 8.1 INTRODUCTION 257 8.2 LINEAR EQUALIZER 260 8.2.1 CHANNEL EQUALIZER 262 8.2.2 MEAN-SQUARE-ERROR CRITERION 266 8.3 ADAPTIVE LINEAR EQUALIZER 272 8.3.1 ADAPTIVE ALGORITHMS FOR AN EQUALIZER 274 8.3.2 TRAINING METHODOLOGY 277 8.3.3 TAP LENGTH OF EQUALIZER COEFFICIENTS 278 8.4 FRACTIONALLY SPACED EQUALIZER 279 8.4.1 MULTIRATE COMMUNICATION SYSTEM MODEL 280 8.4.2 MULTICHANNEL MODEL-BASED EQUALIZER 283 8.4.3 FSE-MMSE FUNCTION 287 8.4.4 FSE CONSTANT MODULUS ALGORITHM 293 8.4.5 FSE-CM NOISY COST FUNCTION 297 8.4.6 FSE-CM PERFORMANCES 298 8.5 DECISION FEEDBACK EQUALIZER 299 8.5.1 MMSEFORDFE 301 8.5.2 PREDICTIVE DFE 307 8.5.3 FSE-DFE 310 8.5.4 ERROR PROPAGATION 312 8.6 SPACE-TIME EQUALIZER 315 8.6.1 TIME-ONLY EQUALIZER 316 8.6.2 SPACE-ONLY EQUALIZER 318 8.6.3 SPACE-TIME MMSE EQUALIZER 320 XII SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS 8.7 DIVERSITY EQUALIZER 323 8.7.1 FUNDAMENTALS OF A RAKE RECEIVER 324 8.7.2 ADAPTIVE RAKE RECEIVER 330 8.7.3 EQUALIZED RAKE RECEIVER 334 8.8 SUMMARY 338 REFERENCES 342 9 MULTICARRIER MODULATION, DMT, AND OFDM 345 9.1 INTRODUCTION 345 9.2 FUNDAMENTALS OF DISCRETE MULTITONE MODULATION 347 9.2.1 MULTITONE TRANSMISSION 347 9.2.2 GEOMETRIE SNR 351 9.2.3 OPTIMUM OF ENERGY MINIMUM AND BIT LOADING MAXIMUM 353 9.3 FFT-BASED OFDM 359 9.3.1 OFDM SYSTEM 359 9.3.2 OFDM MODULATION BY IFFT 361 9.3.3 OFDM DEMODULATION BY FFT 363 9.3.4 ADC RESOLUTION FOR THE OFDM MODULATION 364 9.3.5 EQUALIZED OFDM 369 9.4 FILTER BANK-BASED OFDM 373 9.4.1 FILTER BANK TRANSMULTIPLEXER 373 9.4.2 THE DFT FILTER BANK 375 9.4.3 POLYPHASE-BASED DFT FILTER BANK 377 9.4.4 MAXIMALLY DECIMATED DFT TRANSMITTER FILTER BANK 378 9.4.5 PERFECT RECONSTRUCTION OF THE DFT FILTER BANK 379 9.5 SUMMARY 382 REFERENCES 384 10 DISCRETE-TIME SYNCHRONIZATION 387 10.1 INTRODUCTION 387 10.2 DISCRETE-TIME PHASE LOCKED LOOP 389 10.2.1 DISCRETE-TIME LOOP FILTER 391 10.2.2 PHASE DETECTOR 397 10.2.3 DISCRETE-TIME VCO 400 10.3 TIMING RECOVERY 402 10.3.1 EARLY-LATE GATE SYNCHRONIZER 402 CONTENTS XIII 10.3.2 BANDEDGE TIMING RECOVERY 406 10.3.3 DECISION-DIRECTED TIMING RECOVERY 407 10.3.4 MULTIRATE TIMING RECOVERY 410 10.3.5 POLYPHASE FILTER BANK TIMING RECOVERY 414 10.3.6 MULTICARRIER MODULATION TIMING RECOVERY 418 10.4 CARRIER RECOVERY 424 10.4.1 CARRIER PHASE ERROR 425 10.4.2 OPEN-LOOP CARRIER RECOVERY 428 10.4.3 CARRIER RECOVERY FOR MULTIPLE PHASE SIGNALS 430 10.4.4 DECISION-DIRECTED CARRIER RECOVERY 432 10.5 SUMMARY 435 REFERENCES 435 APPENDIX A: THE Z-TRANSFORM 437 A. 1 INTRODUCTION 437 A.2 THE Z-TRANSFORM 437 A.2.1 THE Z-TRANSFORM PROPERTIES 442 A.2.2 COMMON PAIRS OF THE Z-TRANSFORM 445 A.2.3 THE Z-TRANSFORM TRANSFER FUNCTION 447 A.3 THE INVERSE Z-TRANSFORM 448 A.3.1 THE CONTOUR INTEGRATION 449 A.3.2 THE EXAMINATION APPROACH 449 A.3.3 THE PARTIAL FRACTION EXPANSION 450 A.4 THE Z-TRANSFORM ALL-PASS AND PHASE SYSTEMS 452 A.4.1 ALL-PASS SYSTEMS 452 A.4.2 PHASE SYSTEMS 453 A.4.3 DECOMPOSITION OF PHASE SYSTEMS 454 A.4.4 COMPENSATION SYSTEMS 454 A.4.5 FIR SYSTEMS TO MINIMUM-PHASE SYSTEMS 455 REFERENCES 456 APPENDIX B: MATRIX THEORY 457 B.L INTRODUCTION 457 B.2 VECTOR DEFINITIONS 457 B.3 MATRIX DEFINITIONS 459 B.4 ORTHOGONAL MATRICES 461 B.5 TRACE 461 B.6 MATRIX DIFFERENTIATION 462 B.7 DETERMINANTS 462 XIV SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS B.8 MATRIX INVERSION 464 B.9 EIGENANALYSIS 464 B.10 SPECTRAL DECOMPOSITION THEOREM 465 B. 11 SINGULAR VALUE DECOMPOSITION 468 B.12 QUADRATIC FORMS 470 B.13 MAXIMIZATION AND MINIMIZATION ANALYSIS 471 REFERENCES 473 APPENDIX C: THE DISCRETE FOURIER TRANSFORM 475 C.L INTRODUCTION 475 C.2 DFT OPERATION 475 C.3 IDFT OPERATION 476 C.4 DFT MATRIX OPERATION 477 REFERENCES 478 APPENDIX D: THE FAST FOURIER TRANSFORM 479 D.L INTRODUCTION 479 D.2 FFTMETHODS 479 D.2.1 DECIMATION-IN-TIME FFT ALGORITHM 480 D.2.2 DECIMATION-IN-FREQUENCY FFT ALGORITHM 482 D.2.3 COMPUTATIONAL COMPLEXITY 484 D.3 FIXED-POINT FFT ALGORITHM 486 D.3.1 QUANTIZATION 486 D.3.2 FIXED-POINT OVERFLOW, SCALING, AND SNR 487 D.3.3 QUANTIZATION ANALYSIS OF THE FFT ALGORITHM 489 REFERENCES 493 APPENDIX E: DISCRETE MATHEMATICAL FORMULAS 495 E. 1 COMPLEX EXPONENTIAL FORMULAS 495 E.2 DISCRETE CLOSED-FORM FORMULAS 495 E.3 APPROXIMATION FORMULAS 496 E.4 LOGARITHMIC FORMULAS 497 ABOUT THE AUTHOR 499 INDEX 501
adam_txt	SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS GEORGE J. MIAO ARTECH HOUSE BOSTON\|LONDON ARTECHHOUSE.COM CONTENTS PREFACE XV 1 INTRODUCTION 1 1.1 A HISTORY OF COMMUNICATIONS USING ELECTRICITY 1 1.2 DIGITAL COMMUNICATION SYSTEMS 3 1.3 DIGITAL RF SYSTEMS 6 1.3.1 DIGITAL TRANSCEIVERS 7 1.3.2 A/D CONVERTER CHALLENGE 9 1.3.3 DIGITAL DOWNCONVERSION AND CHANNELIZATION 12 1.4 LINK BUDGET 17 1.4.1 NOISEFIGURE 19 1.4.2 RECEIVER SENSITIVITY 19 1.4.3 MAXIMUM PATH LOSS 20 1.5 SUMMARY 21 REFERENCES 22 2 PROBABILITY, RANDOM VARIABLES, AND STOCHASTIC SIGNAL PROCESSING 25 2.1 INTRODUCTION 25 2.2 PROBABILITY 26 2.2.1 INTUITIVE PROBABILITY 27 2.2.2 AXIOMATIC PROBABILITY 27 2.2.3 CONDITIONAL PROBABILITY 29 2.2.4 INDEPENDENCE 31 2.3 RANDOM VARIABLES 31 2.4 PROBABILITY DISTRIBUTIONS AND DENSITIES 32 2.4.1 PROBABILITY DISTRIBUTIONS 32 2.4.2 PROBABILITY DENSITIES 33 2.4.3 JOINT PROBABILITY DISTRIBUTIONS AND DENSITIES 34 VII VIII SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS 2.4.4 STATISTICAL AVERAGES AND JOINT MOMENTS 35 2.4.5 MOMENT GENERATION FUNCTION 37 2.5 FUNCTIONS OF RANDOM VARIABLES 39 2.5.1 SUMS OF RANDOM VARIABLES 39 2.5.2 TRANSFORMATIONS OF RANDOM VARIABLES 43 2.6 DISCRETE DISTRIBUTIONS AND DENSITIES 45 2.6.1 DISCRETE UNIFORM DISTRIBUTION 45 2.6.2 BINOMIAL DISTRIBUTION 46 2.6.3 POISSON DISTRIBUTION 48 2.7 CONTINUOUS DISTRIBUTIONS AND DENSITIES 51 2.7.1 GAUSSIAN DENSITY FUNCTION 51 2.7.2 ERROR FUNCTION 54 2.7.3 Q-FUNCTION 56 2.7.4 MULTIVARIATE GAUSSIAN DISTRIBUTION 58 2.7.5 UNIFORM DENSITY FUNCTION 58 2.7.6 CHI-SQUARE DISTRIBUTION 60 2.7.7 JF DISTRIBUTION 61 2.7.8 RAYLEIGH DISTRIBUTION 63 2.7.9 RICE DISTRIBUTION 64 2.8 UPPER BOUNDS ON THE PROBABILITY 66 2.8.1 CHEBYSHEV INEQUALITY 67 2.8.2 LAW OF LARGE NUMBERS 68 2.8.3 CENTRAL LIMIT THEOREM 69 2.9 STOCHASTIC SIGNAL PROCESSES 70 2.9.1 DEFINITION OF DISCRETE-TIME RANDOM PROCESS 71 2.9.2 STATIONARY PROCESSES 73 2.9.3 ESTIMATED FUNCTIONS 73 2.9.4 POWER SPECTRUM 74 2.9.5 STOCHASTIC PROCESSES FOR LINEAR SYSTEMS 76 2.9.6 MEAN SQUARE ESTIMATION 81 2.10 DETECTION THEORY AND OPTIMUM RECEIVERS 83 2.10.1 OPTIMALITY CRITERION 83 2.10.2 MAXIMUM LIKELIHOOD DETECTOR 85 2.10.3 PROBABILITY OF ERROR 87 2.11 SUMMARY 87 REFERENCES 89 3 SAMPLING THEORY 3.1 INTRODUCTION 91 91 CONTENTS IX 3.2 DISCRETE-TIME SAMPLED SIGNALS 92 3.2.1 INSTANTANEOUS SAMPLING 92 3.2.2 IDEAL SAMPLED SIGNAL 94 3.3 NYQUIST SAMPLING THEOREM 94 3.3.1 TIME-DOMAIN INTERPOLATION FORMULA 96 3.3.2 FREQUENCY-DOMAIN INTERPOLATION FORMULA 98 3.3.3 ALIASING 99 3.4 UNDERSAMPLING 100 3.4.1 MINIMUM SAMPLING RATE 102 3.4.2 ANTIALIASING BANDPASS FILTER 103 3.5 STOCHASTIC SAMPLING THEOREM 105 3.6 SUMMARY 106 REFERENCES 108 4 CHANNEL CAPACITY 109 4.1 INTRODUCTION 109 4.2 GAUSSIAN CHANNEL CAPACITY 110 4.3 BANDLIMITED CHANNEL CAPACITY 112 4.4 MIMO CHANNEL CAPACITY 117 4.5 SIMO CHANNEL CAPACITY 121 4.6 MISO CHANNEL CAPACITY 121 4.7 SUMMARY 122 REFERENCES 123 5 SMART ANTENNA SYSTEMS 125 5.1 INTRODUCTION 125 5.2 SMART ANTENNAS AND BEAMFORMING STRUCTURES 126 5.2.1 SWITCHED BEAMFORMING 126 5.2.2 DELAY-AND-SUM BEAMFORMING 128 5.2.3 SPACE-TIME BEAMFORMING 129 5.2.4 INTERPOLATION BEAMFORMING 130 5.3 BEAMFORMING ALGORITHMS 133 5.3.1 MMSE BEAMFORMER 133 5.3.2 MAXIMUM SNR OF THE B EAMFORMER 13 5 5.3.3 MINIMUM VARIANCE BEAMFORMER 137 5.4 SUMMARY 139 REFERENCES 140 X SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS 141 141 143 143 146 148 150 156 157 159 163 163 168 169 171 172 174 178 180 181 182 183 184 187 CHANNEL ESTIMATION AND BLIND IDENTIFICATION 189 7.1 INTRODUCTION 189 7.2 DISCRETE-TIME CHANNEL MODELS 191 7.3 CHANNEL ESTIMATORS 194 7.3.1 MAXIMUM LIKELIHOOD ESTIMATOR 194 7.3.2 LEAST SQUARES ESTIMATOR 198 7.3.3 GENERALIZED LEAST SQUARES ESTIMATOR 201 7.3.4 MMSE ESTIMATOR 202 7.4 ADAPTIVE CHANNEL ESTIMATION AND ALGORITHMS 208 7.4.1 THE LMS ALGORITHMS 210 7.4.2 THE LMS ALGORITHM CONVERGENCE 214 7.4.3 THE LMS EMSE ANALYSIS AND MISADJUSTMENT 217 7.4.4 THE RLS ALGORITHMS 219 7.4.5 THE RLS ALGORITHM CONVERGENCE 223 CHANNEL CHARACTERIZATION AND DISTORTION 6.1 6.2 6.3 6.4 6.5 6.6 6.7 INTRODUCTION WIRELESS CHANNELS 6.2.1 FREE SPACE PROPAGATION 6.2.2 FIAT SURFACE PROPAGATION 6.2.3 MULTIPATH PROPAGATION 6.2.4 PARAMETERS OF MULTIPATH CHANNELS 6.2.5 FADING CHARACTERISTICS 6.2.6 LARGE-SCALE FADING 6.2.7 SMALL-SCALE FADING WIRED CHANNELS 6.3.1 TRANSMISSION LOOP 6.3.2 CROSSTALK 6.3.3 SIMULATION LOOP MODEL CHANNEL DISTORTION 6.4.1 INTERSYMBOL INTERFERENCE 6.4.2 EYE DIAGRAMS 6.4.3 NY QUIST CRITERION PULSE SHAPING 6.5.1 RAISED-COSINE PULSE 6.5.2 GAUSSIAN SHAPING PULSE MATCHED FILTERING SUMMARY REFERENCES CONTENTS XI 7.4.6 THE RLS EMSE ANALYSIS AND MISADJUSTMENT 224 7.4.7 COMPARISON OF THE ADAPTIVE ALGORITHMS 225 7.5 CHANNEL MODELS AND HOS ESTIMATIONS 226 7.5.1 SISO CHANNEL MODEL AND ESTIMATION 226 7.5.2 SIMO CHANNEL MODEL AND ESTIMATION 229 7.5.3 MIMO CHANNEL MODEL AND ESTIMATION 233 7.6 BLIND CHANNEL IDENTIFICATION 238 7.6.1 BLIND IDENTIFICATION FOR SISO CHANNEL 239 7.6.2 SUBSPACE BLIND IDENTIFICATION FOR SIMO CHANNEL 242 7.6.3 BLIND IDENTIFICATION FOR MIMO CHANNEL 246 7.7 SUMMARY 252 REFERENCES 253 ADAPTIVE EQUALIZERS IN COMMUNICATION RECEIVERS 257 8.1 INTRODUCTION 257 8.2 LINEAR EQUALIZER 260 8.2.1 CHANNEL EQUALIZER 262 8.2.2 MEAN-SQUARE-ERROR CRITERION 266 8.3 ADAPTIVE LINEAR EQUALIZER 272 8.3.1 ADAPTIVE ALGORITHMS FOR AN EQUALIZER 274 8.3.2 TRAINING METHODOLOGY 277 8.3.3 TAP LENGTH OF EQUALIZER COEFFICIENTS 278 8.4 FRACTIONALLY SPACED EQUALIZER 279 8.4.1 MULTIRATE COMMUNICATION SYSTEM MODEL 280 8.4.2 MULTICHANNEL MODEL-BASED EQUALIZER 283 8.4.3 FSE-MMSE FUNCTION 287 8.4.4 FSE CONSTANT MODULUS ALGORITHM 293 8.4.5 FSE-CM NOISY COST FUNCTION 297 8.4.6 FSE-CM PERFORMANCES 298 8.5 DECISION FEEDBACK EQUALIZER 299 8.5.1 MMSEFORDFE 301 8.5.2 PREDICTIVE DFE 307 8.5.3 FSE-DFE 310 8.5.4 ERROR PROPAGATION 312 8.6 SPACE-TIME EQUALIZER 315 8.6.1 TIME-ONLY EQUALIZER 316 8.6.2 SPACE-ONLY EQUALIZER 318 8.6.3 SPACE-TIME MMSE EQUALIZER 320 XII SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS 8.7 DIVERSITY EQUALIZER 323 8.7.1 FUNDAMENTALS OF A RAKE RECEIVER 324 8.7.2 ADAPTIVE RAKE RECEIVER 330 8.7.3 EQUALIZED RAKE RECEIVER 334 8.8 SUMMARY 338 REFERENCES 342 9 MULTICARRIER MODULATION, DMT, AND OFDM 345 9.1 INTRODUCTION 345 9.2 FUNDAMENTALS OF DISCRETE MULTITONE MODULATION 347 9.2.1 MULTITONE TRANSMISSION 347 9.2.2 GEOMETRIE SNR 351 9.2.3 OPTIMUM OF ENERGY MINIMUM AND BIT LOADING MAXIMUM 353 9.3 FFT-BASED OFDM 359 9.3.1 OFDM SYSTEM 359 9.3.2 OFDM MODULATION BY IFFT 361 9.3.3 OFDM DEMODULATION BY FFT 363 9.3.4 ADC RESOLUTION FOR THE OFDM MODULATION 364 9.3.5 EQUALIZED OFDM 369 9.4 FILTER BANK-BASED OFDM 373 9.4.1 FILTER BANK TRANSMULTIPLEXER 373 9.4.2 THE DFT FILTER BANK 375 9.4.3 POLYPHASE-BASED DFT FILTER BANK 377 9.4.4 MAXIMALLY DECIMATED DFT TRANSMITTER FILTER BANK 378 9.4.5 PERFECT RECONSTRUCTION OF THE DFT FILTER BANK 379 9.5 SUMMARY 382 REFERENCES 384 10 DISCRETE-TIME SYNCHRONIZATION 387 10.1 INTRODUCTION 387 10.2 DISCRETE-TIME PHASE LOCKED LOOP 389 10.2.1 DISCRETE-TIME LOOP FILTER 391 10.2.2 PHASE DETECTOR 397 10.2.3 DISCRETE-TIME VCO 400 10.3 TIMING RECOVERY 402 10.3.1 EARLY-LATE GATE SYNCHRONIZER 402 CONTENTS XIII 10.3.2 BANDEDGE TIMING RECOVERY 406 10.3.3 DECISION-DIRECTED TIMING RECOVERY 407 10.3.4 MULTIRATE TIMING RECOVERY 410 10.3.5 POLYPHASE FILTER BANK TIMING RECOVERY 414 10.3.6 MULTICARRIER MODULATION TIMING RECOVERY 418 10.4 CARRIER RECOVERY 424 10.4.1 CARRIER PHASE ERROR 425 10.4.2 OPEN-LOOP CARRIER RECOVERY 428 10.4.3 CARRIER RECOVERY FOR MULTIPLE PHASE SIGNALS 430 10.4.4 DECISION-DIRECTED CARRIER RECOVERY 432 10.5 SUMMARY 435 REFERENCES 435 APPENDIX A: THE Z-TRANSFORM 437 A. 1 INTRODUCTION 437 A.2 THE Z-TRANSFORM 437 A.2.1 THE Z-TRANSFORM PROPERTIES 442 A.2.2 COMMON PAIRS OF THE Z-TRANSFORM 445 A.2.3 THE Z-TRANSFORM TRANSFER FUNCTION 447 A.3 THE INVERSE Z-TRANSFORM 448 A.3.1 THE CONTOUR INTEGRATION 449 A.3.2 THE EXAMINATION APPROACH 449 A.3.3 THE PARTIAL FRACTION EXPANSION 450 A.4 THE Z-TRANSFORM ALL-PASS AND PHASE SYSTEMS 452 A.4.1 ALL-PASS SYSTEMS 452 A.4.2 PHASE SYSTEMS 453 A.4.3 DECOMPOSITION OF PHASE SYSTEMS 454 A.4.4 COMPENSATION SYSTEMS 454 A.4.5 FIR SYSTEMS TO MINIMUM-PHASE SYSTEMS 455 REFERENCES 456 APPENDIX B: MATRIX THEORY 457 B.L INTRODUCTION 457 B.2 VECTOR DEFINITIONS 457 B.3 MATRIX DEFINITIONS 459 B.4 ORTHOGONAL MATRICES 461 B.5 TRACE 461 B.6 MATRIX DIFFERENTIATION 462 B.7 DETERMINANTS 462 XIV SIGNAL PROCESSING IN DIGITAL COMMUNICATIONS B.8 MATRIX INVERSION 464 B.9 EIGENANALYSIS 464 B.10 SPECTRAL DECOMPOSITION THEOREM 465 B. 11 SINGULAR VALUE DECOMPOSITION 468 B.12 QUADRATIC FORMS 470 B.13 MAXIMIZATION AND MINIMIZATION ANALYSIS 471 REFERENCES 473 APPENDIX C: THE DISCRETE FOURIER TRANSFORM 475 C.L INTRODUCTION 475 C.2 DFT OPERATION 475 C.3 IDFT OPERATION 476 C.4 DFT MATRIX OPERATION 477 REFERENCES 478 APPENDIX D: THE FAST FOURIER TRANSFORM 479 D.L INTRODUCTION 479 D.2 FFTMETHODS 479 D.2.1 DECIMATION-IN-TIME FFT ALGORITHM 480 D.2.2 DECIMATION-IN-FREQUENCY FFT ALGORITHM 482 D.2.3 COMPUTATIONAL COMPLEXITY 484 D.3 FIXED-POINT FFT ALGORITHM 486 D.3.1 QUANTIZATION 486 D.3.2 FIXED-POINT OVERFLOW, SCALING, AND SNR 487 D.3.3 QUANTIZATION ANALYSIS OF THE FFT ALGORITHM 489 REFERENCES 493 APPENDIX E: DISCRETE MATHEMATICAL FORMULAS 495 E. 1 COMPLEX EXPONENTIAL FORMULAS 495 E.2 DISCRETE CLOSED-FORM FORMULAS 495 E.3 APPROXIMATION FORMULAS 496 E.4 LOGARITHMIC FORMULAS 497 ABOUT THE AUTHOR 499 INDEX 501
any_adam_object	1
any_adam_object_boolean	1
author	Miao, George J.
author_facet	Miao, George J.
author_role	aut
author_sort	Miao, George J.
author_variant	g j m gj gjm
building	Verbundindex
bvnumber	BV022377035
callnumber-first	T - Technology
callnumber-label	TK5102
callnumber-raw	TK5102.9
callnumber-search	TK5102.9
callnumber-sort	TK 45102.9
callnumber-subject	TK - Electrical and Nuclear Engineering
classification_rvk	ZN 6040
ctrlnum	(OCoLC)77485780 (DE-599)BVBBV022377035
dewey-full	621.382/2
dewey-hundreds	600 - Technology (Applied sciences)
dewey-ones	621 - Applied physics
dewey-raw	621.382/2
dewey-search	621.382/2
dewey-sort	3621.382 12
dewey-tens	620 - Engineering and allied operations
discipline	Elektrotechnik / Elektronik / Nachrichtentechnik
discipline_str_mv	Elektrotechnik / Elektronik / Nachrichtentechnik
format	Book
fullrecord	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01652nam a2200457zc 4500</leader><controlfield tag="001">BV022377035</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20070426 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">070403s2007 xxuad\|\| \|\|\|\| 00\|\|\| eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="a">2006052668</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1580536670</subfield><subfield code="9">1-58053-667-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781580536677</subfield><subfield code="9">978-1-58053-667-7</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)77485780</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV022377035</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">xxu</subfield><subfield code="c">US</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-92</subfield><subfield code="a">DE-1050</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">TK5102.9</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">621.382/2</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ZN 6040</subfield><subfield code="0">(DE-625)157496:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Miao, George J.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Signal processing in digital communications</subfield><subfield code="c">George J. Miao</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Boston, Mass. [u.a.]</subfield><subfield code="b">Artech House</subfield><subfield code="c">2007</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XVIII, 515 S.</subfield><subfield code="b">Ill., graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Artech House signal processing library</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Filtres numériques (Mathématiques)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Traitement du signal</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Transmission numérique</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Signal processing</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Digital communications</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Digital filters (Mathematics)</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Digitale Signalverarbeitung</subfield><subfield code="0">(DE-588)4113314-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Digitale Signalverarbeitung</subfield><subfield code="0">(DE-588)4113314-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">GBV Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015586088&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-015586088</subfield></datafield></record></collection>
id	DE-604.BV022377035
illustrated	Illustrated
index_date	2024-07-02T17:09:41Z
indexdate	2024-07-09T20:56:18Z
institution	BVB
isbn	1580536670 9781580536677
language	English
lccn	2006052668
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-015586088
oclc_num	77485780
open_access_boolean
owner	DE-92 DE-1050
owner_facet	DE-92 DE-1050
physical	XVIII, 515 S. Ill., graph. Darst.
publishDate	2007
publishDateSearch	2007
publishDateSort	2007
publisher	Artech House
record_format	marc
series2	Artech House signal processing library
spelling	Miao, George J. Verfasser aut Signal processing in digital communications George J. Miao Boston, Mass. [u.a.] Artech House 2007 XVIII, 515 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Artech House signal processing library Filtres numériques (Mathématiques) Traitement du signal Transmission numérique Signal processing Digital communications Digital filters (Mathematics) Digitale Signalverarbeitung (DE-588)4113314-6 gnd rswk-swf Digitale Signalverarbeitung (DE-588)4113314-6 s DE-604 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015586088&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Miao, George J. Signal processing in digital communications Filtres numériques (Mathématiques) Traitement du signal Transmission numérique Signal processing Digital communications Digital filters (Mathematics) Digitale Signalverarbeitung (DE-588)4113314-6 gnd
subject_GND	(DE-588)4113314-6
title	Signal processing in digital communications
title_auth	Signal processing in digital communications
title_exact_search	Signal processing in digital communications
title_exact_search_txtP	Signal processing in digital communications
title_full	Signal processing in digital communications George J. Miao
title_fullStr	Signal processing in digital communications George J. Miao
title_full_unstemmed	Signal processing in digital communications George J. Miao
title_short	Signal processing in digital communications
title_sort	signal processing in digital communications
topic	Filtres numériques (Mathématiques) Traitement du signal Transmission numérique Signal processing Digital communications Digital filters (Mathematics) Digitale Signalverarbeitung (DE-588)4113314-6 gnd
topic_facet	Filtres numériques (Mathématiques) Traitement du signal Transmission numérique Signal processing Digital communications Digital filters (Mathematics) Digitale Signalverarbeitung
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015586088&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT miaogeorgej signalprocessingindigitalcommunications

Holdings

There is no print copy available.

Interlibrary loan Place Request Caution: Not in THWS collection! Indexes

MARC

Record in the Search Index

There is no print copy available.

Similar Items