PREFACE
1 TIME-VARYING FADING CHANNELS
1.1 Channel Model
1.1.1 Deterministic Models
1.1.2 Stochastic Models
1.1.3 Channel Singular Functions
1.1.4 Time-Frequency Analysis of LTV Channels' Eigenfunctions
1.2 Coding Strategies for Transmissions over LTV Channels
1.2.1 Perfect CSI Available at both Transmit and Receive Sides
1.2.2 Comparisons and Asymptotic Bounds
1.2.3 Adaptive OFDM
1.2.4 Coding with Partial CSI
1.3 Channel Estimation and Prediction
1.3.1 Cramer-Rao Bound for LTV Multipath Channels
1.3.2 Channel Prediction
1.3.3 Channel Parameter Estimation
1.4 Conclusion
1.5 Appendices
1.5.1 Eigenfunction Model
1.5.2 Time-frequency Representations
1.5.3 Cramer-Rao Bounds
Bibliography
2 SPACE-TIME DIVERSITY
2.1 Introduction
2.1.1 Diversity
2.2 The Set-Up
2.3 General Framework for Detection
2.3.1 A Bound on the SNR
2.4 Space-Only Processing
2.5 Space-Time Processing
2.5.1 Trace Constraint
2.5.2 Eigenvalue Constraint
2.5.3 Comparison of the Schemes
2.6 Bit Error Rate
2.6.1 BER for a Non-fading Channel
2.6.2 BER for a Rayleigh Fading Channel
2.6.3 BER for other Modulation Schemes
2.7 Data Rate
2.7.1 Real Symbols
2.7.2 Complex Symbols
2.8 Discussion
2.8.1 Space-only vs. Space- Time Processing
2.8.2 Capacity vs. Diversity
2.8.3 The Rank One Channel
2.8.4 Soft Failure
2.9 Conclusions
Bibliography
3 ALGEBRAIC CONSTANT MODULUS ALGORITHMS
3.1 Introduction
3.2 Preliminaries
3.3 Derivation of the ACMA
3.4 Analysis of the Noise-free Case
3.5 ACMA in Noise
3.6 Asymptotic Behavior
3.7 Weighted ACMA
3.8 Binary Source Separation
3.9 Simulations
3.10 Joint Diagonalization
3.11 Concluding Remarks
Bibliography
4 PARAFAC TECHNIQUES FOR SIGNAL SEPQRATION
4.1 Introduction
4.1.1 Historical Remarks
4.2 Theory
4.2.1 Notation and Preliminaries
4.2.2 k-Rank
4.2.3 Identifiability
4.3 Algorithms for Fitting the PARAFAC Model
4.3.1 Eigenanalysis-Based: GRAM/ESPRIT
4.3.2 Alternating Least Squares
4.3.3 Separable LS, Gauss-Newton and Levenberg-Marquardt
4.3.4 Compression/COMFAC
4.4 Determining Three - Way Array Rank
4.5 Applications - Part I: Data Modeling
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5 MULTIPATH MITIGATION IN CDMA SYSTEMS
6 BLOCK SPREADING FOR MULTIPATH-RESILIENT GENERALIZED MULTI-CARRIER CDMA
7 MULTISTAGE INTERFERENCE CANCELLATION ALGORITHMS FOR DS/CDMA SIGNALS
8 SIGNAL PROCESSING BASED COLLISION RESOLUTION
9 NON-DATA-AIDED DIGITAL SYNCHRONIZATION
10 EXPLOITING ANTENNA ARRAYS FOR SYNCHRONIZATION