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Modulated Coding for Intersymbol Interference Channels

Xiang-gen Xia
Format
Book
Published
New York : Marcel Dekker, c2001.
Language
English
Series
Signal Processing
Signal Processing (Marcel Dekker, Inc.)
ISBN
0824704592 (alk. paper)
Contents
  • 1.1 Post Equalizations 2
  • 1.2 Transmitter Assisted Equalizations 2
  • 1.2.1 TH Precoding 3
  • 1.2.2 Modulated Coding and Vector Coding 4
  • 1.3 Information Rates and Capacity of an ISI Channel with AWGN 5
  • 1.4 Some Notations 7
  • 2 Modulated Codes: Fundamentals and Coding Gain 9
  • 2.1 Modulated Codes 9
  • 2.2 Coding Gain in AWGN Channel 11
  • 2.3 MC Combined with an ISI Channel 13
  • 2.4 Coding Gain in ISI Channels 20
  • 2.5 More Results on Coding Gain 26
  • 2.5.1 Existence of Rate 2/[Gamma] MC with Coding Gain 26
  • 2.5.2 Some Sufficient Conditions on the Existence of Higher Rate Block MC with Coding Gain 33
  • 2.5.3 A Method on the Rate Estimation of MC with Coding Gain 39
  • 2.5.4 Lower and Upper Bounds on the Coding Gain 44
  • 3 Joint Maximum-Likelihood Encoding and Decoding 49
  • 3.1 Performance Analysis of MC 49
  • 3.2 A Method for Computing the Distance Spectrum of Modulated Codes 52
  • 3.2.1 Error-Pattern Trellis 53
  • 3.2.2 Distance Spectrum and Bidirectional Searching Algorithm 57
  • 3.3 Simulation Examples 61
  • 3.4 An Algorithm for Searching the Optimal MC Given an ISI Channel 66
  • 4 Modulated Code Coded Decision Feedback Equalizer 71
  • 4.1 MC Coded Zero-Forcing DFE 71
  • 4.1.1 Performance Analysis 73
  • 4.1.2 Optimal MC Design 76
  • 4.1.3 Some Simulation Results 78
  • 4.2 MC Coded Minimum Mean Square Error DFE 85
  • 4.2.1 Optimal Decision-Delay and Coefficients of an MC Coded MMSE-DFE 85
  • 4.2.2 Optimal Block MC for MC Coded MMSE-DFE 90
  • 4.2.3 Simulation Results 90
  • 4.3 An Optimal MC Design Converting ISI Channel into ISI-Free Channel 94
  • 4.3.1 An Optimal Modulated Code Design 95
  • 4.3.2 A Sub-optimal Modulated Code Design 98
  • 4.3.3 Delayed Design 102
  • 4.3.4 Some Simulation Results 102
  • 5 Capacity and Information Rates for Modulated Code Coded Intersymbol Interference Channels 111
  • 5.1 Some Lower Bounds of Capacity and Information Rates 112
  • 5.2 MC Existence with Increased Information Rates 114
  • 5.3 Numerical Results 119
  • 5.4 Combined Turbo and MC Coding 122
  • 5.4.1 Joint Turbo and Modulated Code Encoding 123
  • 5.4.2 Joint Soft Turbo and MC Decoding 123
  • 5.4.3 Simulation Results 125
  • 6 Space-Time Modulated Coding for Memory Channels 129
  • 6.1 Channel Model and Space-Time MC 130
  • 6.2 Space-Time MC Coded ZF-DFE 132
  • 6.2.1 MC Coded ZF-DFE and Performance Analysis 132
  • 6.2.2 Optimal Space-Time MC Design 137
  • 6.3 Capacity and Information Rates of the Space-Time MC Coded MIMO Systems 140
  • 6.3.1 Capacity and Information Rates of MIMO Systems without MC Encoding 140
  • 6.3.2 Capacity and Information Rates of the Space-Time MC Coded MIMO Systems 141
  • 6.4 Numerical Results 148
  • 7 Modulated Code Coded Orthogonal Frequency Division Multiplexing Systems 153
  • 7.1 OFDM Systems for ISI Channels 154
  • 7.2 General MC Coded OFDM Systems for ISI Channels 157
  • 7.3 Channel Independent MC Coded OFDM System for ISI Channels 163
  • 7.3.1 A Special MC 163
  • 7.3.2 An Example 165
  • 7.3.3 Performance Analysis of MC Coded OFDM Systems for ISI Channels 167
  • 7.3.4 Vector OFDM Systems 169
  • 7.3.5 Numerical Results 170
  • 7.4 Channel Independent MC Coded OFDM System for Frequency-Selective Fading Channels 172
  • 7.4.1 Performance Analysis 173
  • 7.4.2 Simulation Results 177
  • 8 Polynomial Ambiguity Resistant Modulated Codes for Blind ISI Mitigation 185
  • 8.1 PARMC: Definitions 187
  • 8.2 Basic Properties and a Family of PARMC 188
  • 8.3 Applications in Blind Identification 194
  • 8.3.1 Blind Identifiability 194
  • 8.3.2 An Algebraic Blind Identification Algorithm 197
  • 8.4 Applications in Communication Systems 200
  • 8.4.1 Applications in Single-Receiver, Baud-Rate Sampled Systems 201
  • 8.4.2 Applications in Undersampled Antenna Array Receiver Systems 203
  • 8.5 Numerical Examples 208
  • 8.5.1 Single Antenna Receiver with Baud Sampling Rate 208
  • 8.5.2 Undersampled Antenna Array Receivers 211
  • 9 Characterization and Construction of Polynomial Ambiguity Resistant Modulated Codes 213
  • 9.1 PAR-Equivalence and Canonical Forms for Irreducible Polynomial Matrices 213
  • 9.2 (Strong) rth PARMC with N > K 219
  • 9.3 (Strong) rth PARMC with N = K + 1 224
  • 10 An Optimal Polynomial Ambiguity Resistant Modulated Code Design 231
  • 10.1 A Criterion for PARMC Design 231
  • 10.2 Optimal Systematic PARMC 236
  • 10.3 Numerical Examples 238
  • A Some Fundamentals on Multirate Filterbank Theory 247
  • A.1 Some Basic Building Blocks 247
  • A.1.1 Decimator and Expander 248
  • A.1.2 Noble Identities 249
  • A.1.3 Polyphase Representations 250
  • A.2 M-Channel Multirate Filterbanks 251
  • A.2.1 Maximally Decimated Multirate Filterbanks: Perfect Reconstruction and Aliasing Component Matrix 252
  • A.2.2 Maximally Decimated Multirate Filterbanks: Perfect Reconstruction and Polyphase Matrix 254
  • A.3 Perfect Reconstruction FIR Multirate Filterbank Factorization and Construction 257
  • A.3.1 Factorization of FIR Polyphase Matrices with FIR Inverses 257
  • A.3.2 Factorization of Paraunitary FIR Matrix Polynomials 260
  • A.3.3 Perfect Reconstruction Multirate Filterbank Design 262
  • A.4 DFT and Cosine Modulated Filterbanks 263
  • A.4.1 DFT Filterbanks 263
  • A.4.2 Cosine Modulated Filterbanks 265.
Description
xiv, 289 p. : ill. ; 24 cm.
Notes
Includes bibliographical references (p. 267-283) and index.
Series Statement
Signal processing ; 6
Signal processing (Marcel Dekker, Inc.) ; 6
Technical Details
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    g| 1.1 t| Post Equalizations g| 2 -- g| 1.2 t| Transmitter Assisted Equalizations g| 2 -- g| 1.2.1 t| TH Precoding g| 3 -- g| 1.2.2 t| Modulated Coding and Vector Coding g| 4 -- g| 1.3 t| Information Rates and Capacity of an ISI Channel with AWGN g| 5 -- g| 1.4 t| Some Notations g| 7 -- g| 2 t| Modulated Codes: Fundamentals and Coding Gain g| 9 -- g| 2.1 t| Modulated Codes g| 9 -- g| 2.2 t| Coding Gain in AWGN Channel g| 11 -- g| 2.3 t| MC Combined with an ISI Channel g| 13 -- g| 2.4 t| Coding Gain in ISI Channels g| 20 -- g| 2.5 t| More Results on Coding Gain g| 26 -- g| 2.5.1 t| Existence of Rate 2/[Gamma] MC with Coding Gain g| 26 -- g| 2.5.2 t| Some Sufficient Conditions on the Existence of Higher Rate Block MC with Coding Gain g| 33 -- g| 2.5.3 t| A Method on the Rate Estimation of MC with Coding Gain g| 39 -- g| 2.5.4 t| Lower and Upper Bounds on the Coding Gain g| 44 -- g| 3 t| Joint Maximum-Likelihood Encoding and Decoding g| 49 -- g| 3.1 t| Performance Analysis of MC g| 49 -- g| 3.2 t| A Method for Computing the Distance Spectrum of Modulated Codes g| 52 -- g| 3.2.1 t| Error-Pattern Trellis g| 53 -- g| 3.2.2 t| Distance Spectrum and Bidirectional Searching Algorithm g| 57 -- g| 3.3 t| Simulation Examples g| 61 -- g| 3.4 t| An Algorithm for Searching the Optimal MC Given an ISI Channel g| 66 -- g| 4 t| Modulated Code Coded Decision Feedback Equalizer g| 71 -- g| 4.1 t| MC Coded Zero-Forcing DFE g| 71 -- g| 4.1.1 t| Performance Analysis g| 73 -- g| 4.1.2 t| Optimal MC Design g| 76 -- g| 4.1.3 t| Some Simulation Results g| 78 -- g| 4.2 t| MC Coded Minimum Mean Square Error DFE g| 85 -- g| 4.2.1 t| Optimal Decision-Delay and Coefficients of an MC Coded MMSE-DFE g| 85 -- g| 4.2.2 t| Optimal Block MC for MC Coded MMSE-DFE g| 90 -- g| 4.2.3 t| Simulation Results g| 90 -- g| 4.3 t| An Optimal MC Design Converting ISI Channel into ISI-Free Channel g| 94 -- g| 4.3.1 t| An Optimal Modulated Code Design g| 95 -- g| 4.3.2 t| A Sub-optimal Modulated Code Design g| 98 -- g| 4.3.3 t| Delayed Design g| 102 -- g| 4.3.4 t| Some Simulation Results g| 102 -- g| 5 t| Capacity and Information Rates for Modulated Code Coded Intersymbol Interference Channels g| 111 -- g| 5.1 t| Some Lower Bounds of Capacity and Information Rates g| 112 -- g| 5.2 t| MC Existence with Increased Information Rates g| 114 -- g| 5.3 t| Numerical Results g| 119 -- g| 5.4 t| Combined Turbo and MC Coding g| 122 -- g| 5.4.1 t| Joint Turbo and Modulated Code Encoding g| 123 -- g| 5.4.2 t| Joint Soft Turbo and MC Decoding g| 123 -- g| 5.4.3 t| Simulation Results g| 125 -- g| 6 t| Space-Time Modulated Coding for Memory Channels g| 129 -- g| 6.1 t| Channel Model and Space-Time MC g| 130 -- g| 6.2 t| Space-Time MC Coded ZF-DFE g| 132 -- g| 6.2.1 t| MC Coded ZF-DFE and Performance Analysis g| 132 -- g| 6.2.2 t| Optimal Space-Time MC Design g| 137 -- g| 6.3 t| Capacity and Information Rates of the Space-Time MC Coded MIMO Systems g| 140 -- g| 6.3.1 t| Capacity and Information Rates of MIMO Systems without MC Encoding g| 140 -- g| 6.3.2 t| Capacity and Information Rates of the Space-Time MC Coded MIMO Systems g| 141 -- g| 6.4 t| Numerical Results g| 148 -- g| 7 t| Modulated Code Coded Orthogonal Frequency Division Multiplexing Systems g| 153 -- g| 7.1 t| OFDM Systems for ISI Channels g| 154 -- g| 7.2 t| General MC Coded OFDM Systems for ISI Channels g| 157 -- g| 7.3 t| Channel Independent MC Coded OFDM System for ISI Channels g| 163 -- g| 7.3.1 t| A Special MC g| 163 -- g| 7.3.2 t| An Example g| 165 -- g| 7.3.3 t| Performance Analysis of MC Coded OFDM Systems for ISI Channels g| 167 -- g| 7.3.4 t| Vector OFDM Systems g| 169 -- g| 7.3.5 t| Numerical Results g| 170 -- g| 7.4 t| Channel Independent MC Coded OFDM System for Frequency-Selective Fading Channels g| 172 -- g| 7.4.1 t| Performance Analysis g| 173 -- g| 7.4.2 t| Simulation Results g| 177 -- g| 8 t| Polynomial Ambiguity Resistant Modulated Codes for Blind ISI Mitigation g| 185 -- g| 8.1 t| PARMC: Definitions g| 187 -- g| 8.2 t| Basic Properties and a Family of PARMC g| 188 -- g| 8.3 t| Applications in Blind Identification g| 194 -- g| 8.3.1 t| Blind Identifiability g| 194 -- g| 8.3.2 t| An Algebraic Blind Identification Algorithm g| 197 -- g| 8.4 t| Applications in Communication Systems g| 200 -- g| 8.4.1 t| Applications in Single-Receiver, Baud-Rate Sampled Systems g| 201 -- g| 8.4.2 t| Applications in Undersampled Antenna Array Receiver Systems g| 203 -- g| 8.5 t| Numerical Examples g| 208 -- g| 8.5.1 t| Single Antenna Receiver with Baud Sampling Rate g| 208 -- g| 8.5.2 t| Undersampled Antenna Array Receivers g| 211 -- g| 9 t| Characterization and Construction of Polynomial Ambiguity Resistant Modulated Codes g| 213 -- g| 9.1 t| PAR-Equivalence and Canonical Forms for Irreducible Polynomial Matrices g| 213 -- g| 9.2 t| (Strong) rth PARMC with N > K g| 219 -- g| 9.3 t| (Strong) rth PARMC with N = K + 1 g| 224 -- g| 10 t| An Optimal Polynomial Ambiguity Resistant Modulated Code Design g| 231 -- g| 10.1 t| A Criterion for PARMC Design g| 231 -- g| 10.2 t| Optimal Systematic PARMC g| 236 -- g| 10.3 t| Numerical Examples g| 238 -- g| A t| Some Fundamentals on Multirate Filterbank Theory g| 247 -- g| A.1 t| Some Basic Building Blocks g| 247 -- g| A.1.1 t| Decimator and Expander g| 248 -- g| A.1.2 t| Noble Identities g| 249 -- g| A.1.3 t| Polyphase Representations g| 250 -- g| A.2 t| M-Channel Multirate Filterbanks g| 251 -- g| A.2.1 t| Maximally Decimated Multirate Filterbanks: Perfect Reconstruction and Aliasing Component Matrix g| 252 -- g| A.2.2 t| Maximally Decimated Multirate Filterbanks: Perfect Reconstruction and Polyphase Matrix g| 254 -- g| A.3 t| Perfect Reconstruction FIR Multirate Filterbank Factorization and Construction g| 257 -- g| A.3.1 t| Factorization of FIR Polyphase Matrices with FIR Inverses g| 257 -- g| A.3.2 t| Factorization of Paraunitary FIR Matrix Polynomials g| 260 -- g| A.3.3 t| Perfect Reconstruction Multirate Filterbank Design g| 262 -- g| A.4 t| DFT and Cosine Modulated Filterbanks g| 263 -- g| A.4.1 t| DFT Filterbanks g| 263 -- g| A.4.2 t| Cosine Modulated Filterbanks g| 265.
    596
      
      
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    650
      
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    a| Signal processing.
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    a| Coding theory.
    650
      
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    a| Modulation (Electronics)
    650
      
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    a| Electromagnetic interference.
    830
      
    0
    a| Signal processing (Marcel Dekker, Inc.) ; v| 6.
    999
      
      
    a| TK5102.92 .X53 2001 w| LC i| X004476403 l| STACKS m| SCI-ENG t| BOOK
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