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LTE for UMTS OFDMA and SC-FDMA based radio access

Contents PREFACE xi 1 INTRODUCTION 1 1.1 Overview of Digital Signal Processing 2 1.2 A Brief Introduction to MATLAB 5 1.3 Applications of Digital Signal Processing 17 1.4 Brief Overview of the Book 20 2 DISCRETE-TIME SIGNALS AND SYSTEMS 22 2.1 Discrete-time Signals 22 2.2 Discrete Systems 36 2.3 Convolution 40 2.4 Difference Equations 47 2.5 Problems 53 3 THE DISCRETE-TIME FOURIER ANALYSIS 59 3.1 The Discrete-time Fourier Transform (DTFT) 59 3.2 The Properties of the DTFT 67 3.3 The Frequency Domain Representation of LTI Systems 74 3.4 Sampling and Reconstruction of Analog Signals 80 3.5 Problems 97 4 THE z-TRANSFORM 103 4.1 The Bilateral z-Transform 103 4.2 Important Properties of the z-Transform 107 4.3 Inversion of the z-Transform 112 4.4 System Representation in the z-Domain 118 4.5 Solutions of the Difference Equations 128 4.6 Problems 134 5 THE DISCRETE FOURIER TRANSFORM 141 5.1 The Discrete Fourier Series 142 5.2 Sampling and Reconstruction in the z-Domain 149 5.3 The Discrete Fourier Transform 154 5.4 Properties of the Discrete Fourier Transform 166 5.5 Linear Convolution Using the DFT 180 5.6 The Fast Fourier Transform 187 5.7 Problems 200 6 IMPLEMENTATION OF DISCRETE-TIME FILTERS 213 6.1 Basic Elements 214 6.2 IIR Filter Structures 215 6.3 FIR Filter Structures 229 6.4 Lattice Filter Structures 240 6.5 Overview of Finite-Precision Numerical Effects 251 6.6 Representation of Numbers 252 6.7 The Process of Quantization and Error Characterizations 268 6.8 Quantization of Filter Coefficients 275 6.9 Problems 290 7 FIR FILTER DESIGN 305 7.1 Preliminaries 306 7.2 Properties of Linear-phase FIR Filters 309 7.3 Window Design Techniques 324 7.4 Frequency Sampling Design Techniques 346 7.5 Optimal Equiripple Design Technique 360 7.6 Problems 377 8 IIR FILTER DESIGN 388 8.1 Some Preliminaries 389 8.2 Some Special Filter Types 392 8.3 Characteristics of Prototype Analog Filters 402 8.4 Analog-to-Digital Filter Transformations 425 8.5 Lowpass Filter Design Using MATLAB 445 8.6 Frequency-band Transformations 450 8.7 Problems 463 9 SAMPLING RATE CONVERSION 476 9.1 Introduction 477 9.2 Decimation by a Factor D 479 9.3 Interpolation by a Factor I 488 9.4 Sampling Rate Conversion by a Rational Factor I/D 495 9.5 FIR Filter Designs for Sampling Rate Conversion 500 9.6 FIR Filter Structures for Sampling Rate Conversion 522 9.7 Problems 532 10 ROUND-OFF EFFECTS IN DIGITAL FILTERS 540 10.1 Analysis of A/D Quantization Noise 540 10.2 Round-off Effects in IIR Digital Filters 552 10.3 Round-off Effects in FIR Digital Filters 580 10.4 Problems 592 11 APPLICATIONS IN ADAPTIVE FILTERING 596 11.1 LMS Algorithm for Coefficient Adjustment 598 11.2 System Identification or System Modeling 601 11.3 Suppression of Narrowband Interference in a Wideband Signal 602 11.4 Adaptive Line Enhancement 605 11.5 Adaptive Channel Equalization 605 12 APPLICATIONS IN COMMUNICATIONS 609 12.1 Pulse-Code Modulation 609 12.2 Differential PCM (DPCM) 613 12.3 Adaptive PCM and DPCM (ADPCM) 616 12.4 Delta Modulation (DM) 620 12.5 Linear Predictive Coding (LPC) of Speech 624 12.6 Dual-tone Multifrequency (DTMF) Signals 628 12.7 Binary Digital Communications 632 12.8 Spread-Spectrum Communications 634 BIBLIOGRAPHY 635 INDEX 637

Recent interest in biological games and mathematical finance make this classic 1982 text a necessity once again. Unlike other books in the field, this text provides an overview of the analysis of dynamic/differential zero-sum and nonzero-sum games and simultaneously stresses the role of different information patterns. The first edition was fully revised in 1995, adding new topics such as randomized strategies, finite games with integrated decisions, and refinements of Nash equilibrium. Readers can now look forward to even more recent results in this unabridged, revised SIAM Classics edition. Topics covered include static and dynamic noncooperative game theory, with an emphasis on the interplay between dynamic information patterns and structural properties of several different types of equilibria; Nash and Stackelberg solution concepts; multi-act games; Braess paradox; differential games; the relationship between the existence of solutions of Riccati equations and the existence of Nash equilibrium solutions; and infinite-horizon differential games.