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The Digital Signal Processing Handbook SECOND EDITION
Vijay K. Madisetti EDITOR-IN-CHIEF
Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing
CRC Press
Taylor & Francis Group
6000 Broken Sound Parkway NW, Suite 300
Boca Raton, FL 33487-2742
© 2010 by Taylor and Francis Group, LLC
CRC Press is an imprint of Taylor & Francis Group, an Informa business
Preface .................................................................................................................................................. ix
Editor .................................................................................................................................................... xi
Contributors ..................................................................................................................................... xiii
PART I Sensor Array Processing
Mostafa Kaveh
1 Complex Random Variables and Stochastic Processes................................................. 1-1
Daniel R. Fuhrmann
2 Beamforming Techniques for Spatial Filtering ............................................................... 2-1
Barry Van Veen and Kevin M. Buckley
3 Subspace-Based Direction-Finding Methods .................................................................. 3-1
Egemen Gönen and Jerry M. Mendel
4 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays ..................... 4-1
Martin Haardt, Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos
5 A Unified Instrumental Variable Approach to Direction Finding
in Colored Noise Fields ........................................................................................................ 5-1
P. Stoica, Mats Viberg, M. Wong, and Q. Wu
6 Electromagnetic Vector-Sensor Array Processing ......................................................... 6-1
Arye Nehorai and Eytan Paldi
7 Subspace Tracking ................................................................................................................. 7-1
R. D. DeGroat, E. M. Dowling, and D. A. Linebarger
8 Detection: Determining the Number of Sources............................................................ 8-1
Douglas B. Williams
9 Array Processing for Mobile Communications .............................................................. 9-1
A. Paulraj and C. B. Papadias
10 Beamforming with Correlated Arrivals in Mobile Communications...................... 10-1
Victor A. N. Barroso and José M. F. Moura
v
11 Peak-to-Average Power Ratio Reduction ....................................................................... 11-1
Robert J. Baxley and G. Tong Zhou
12 Space-Time Adaptive Processing for Airborne Surveillance Radar ......................... 12-1
Hong Wang
PART II Nonlinear and Fractal Signal Processing
Alan V. Oppenheim and Gregory W. Wornell
13 Chaotic Signals and Signal Processing ........................................................................... 13-1
Alan V. Oppenheim and Kevin M. Cuomo
14 Nonlinear Maps ................................................................................................................... 14-1
Steven H. Isabelle and Gregory W. Wornell
15 Fractal Signals....................................................................................................................... 15-1
Gregory W. Wornell
16 Morphological Signal and Image Processing ................................................................ 16-1
Petros Maragos
17 Signal Processing and Communication with Solitons ................................................ 17-1
Andrew C. Singer
18 Higher-Order Spectral Analysis ....................................................................................... 18-1
Athina P. Petropulu
PART III DSP Software and Hardware
Vijay K. Madisetti
19 Introduction to the TMS320 Family of Digital Signal Processors ........................... 19-1
Panos Papamichalis
20 Rapid Design and Prototyping of DSP Systems........................................................... 20-1
T. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh,
A. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai, Yong-kyu Jung,
and Vijay K. Madisetti
21 Baseband Processing Architectures for SDR................................................................. 21-1
Yuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke,
and Trevor Mudge
22 Software-Defined Radio for Advanced Gigabit Cellular Systems ............................ 22-1
Brian Kelley
PART IV Advanced Topics in DSP for Mobile Systems
Vijay K. Madisetti
23 OFDM: Performance Analysis and Simulation Results for Mobile
Environments ....................................................................................................................... 23-1
Mishal Al-Gharabally and Pankaj Das
vi Contents
24 Space–Time Coding and Application in WiMAX....................................................... 24-1
Naofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das,
and Suhas Diggavi
25 Exploiting Diversity in MIMO-OFDM Systems for Broadband
Wireless Communications ................................................................................................ 25-1
Weifeng Su, Zoltan Safar, and K. J. Ray Liu
26 OFDM Technology: Fundamental Principles, Transceiver Design,
and Mobile Applications ................................................................................................... 26-1
Xianbin Wang, Yiyan Wu, and Jean-Yves Chouinard
27 Space–Time Coding ............................................................................................................ 27-1
Mohanned O. Sinnokrot and Vijay K. Madisetti
28 A Multiplexing Approach to the Construction of High-Rate
Space–Time Block Codes................................................................................................... 28-1
Mohanned O. Sinnokrot and Vijay K. Madisetti
29 Soft-Output Detection of Multiple-Input Multiple-Output Channels .................... 29-1
David L. Milliner and John R. Barry
30 Lattice Reduction–Aided Equalization for Wireless Applications ........................... 30-1
Wei Zhang and Xiaoli Ma
31 Overview of Transmit Diversity Techniques for Multiple Antenna Systems ....... 31-1
D. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos
PART V Radar Systems
Vijay K. Madisetti
32 Radar Detection ................................................................................................................... 32-1
Bassem R. Mahafza and Atef Z. Elsherbeni
33 Radar Waveforms ................................................................................................................ 33-1
Bassem R. Mahafza and Atef Z. Elsherbeni
34 High Resolution Tactical Synthetic Aperture Radar ................................................... 34-1
Bassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith
PART VI Advanced Topics in Video and Image Processing
Vijay K. Madisetti
35 3D Image Processing .......................................................................................................... 35-1
André Redert and Emile A. Hendriks
Index .................................................................................................................................................. I-1 |
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