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The Digital Signal Processing Handbook SECOND EDITION
* C( W' a3 f% i- j" g3 G' nVijay K. Madisetti EDITOR-IN-CHIEF
1 _; v4 E7 s2 K9 kWireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing% a: n4 h) n; {4 w$ [* L* @ s
8 N$ R$ X3 \6 w! f% x+ [CRC Press
$ P" S* x$ N! Z$ {# FTaylor & Francis Group
7 f5 U/ G9 N& u( @& d( |( G6000 Broken Sound Parkway NW, Suite 300, W) [/ y7 W) i) q
Boca Raton, FL 33487-27420 ^9 B5 j0 e- R
© 2010 by Taylor and Francis Group, LLC
( G7 w4 d7 c9 A- _( f; a5 BCRC Press is an imprint of Taylor & Francis Group, an Informa business
3 X( d* M! P/ ^$ D1 _' k- Z3 V0 M$ a* g9 l, v$ ?
Preface .................................................................................................................................................. ix
2 N2 U( S% t1 u8 g( C ^# CEditor .................................................................................................................................................... xi
7 O" ~) l; J# O2 D7 gContributors ..................................................................................................................................... xiii
' s) J9 b1 N X* [) U! mPART I Sensor Array Processing6 \5 K$ r4 A6 e' b9 X" Y; q
Mostafa Kaveh' ~, a3 \+ ]* e4 R1 |
1 Complex Random Variables and Stochastic Processes................................................. 1-1& |9 C& y+ }- J& u+ w8 q% S
Daniel R. Fuhrmann# ?5 A- U$ [+ t5 b7 k Y
2 Beamforming Techniques for Spatial Filtering ............................................................... 2-1
& t/ _6 [5 `) qBarry Van Veen and Kevin M. Buckley- X" l# n P. [1 X) K. s4 P, m; B
3 Subspace-Based Direction-Finding Methods .................................................................. 3-10 e7 n: a% u1 s% S) ?# ~
Egemen Gönen and Jerry M. Mendel2 j% l) t. D9 t. c, t
4 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays ..................... 4-1$ ~% y4 t' X+ z9 q# g \
Martin Haardt, Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos
5 W* p( c! C' F1 ~. S8 y5 A Unified Instrumental Variable Approach to Direction Finding( k. A3 S! |2 Y( D
in Colored Noise Fields ........................................................................................................ 5-1
8 W; y) E- b! ]4 E. [/ w& L8 @/ hP. Stoica, Mats Viberg, M. Wong, and Q. Wu0 ?6 e( {9 ^# \
6 Electromagnetic Vector-Sensor Array Processing ......................................................... 6-1
/ m' t% z! ]1 Q9 e3 ~Arye Nehorai and Eytan Paldi" [# I# m# p4 b* D
7 Subspace Tracking ................................................................................................................. 7-18 `4 t7 v% T/ B! }
R. D. DeGroat, E. M. Dowling, and D. A. Linebarger
. j" ~/ R, Q. ] ^) E8 Detection: Determining the Number of Sources............................................................ 8-1/ D! N& e6 T/ j3 }# f
Douglas B. Williams9 q( X4 B% e- F
9 Array Processing for Mobile Communications .............................................................. 9-1
" [1 s+ ~! B! J# aA. Paulraj and C. B. Papadias
7 `4 A; y' C. b0 _' X# ^10 Beamforming with Correlated Arrivals in Mobile Communications...................... 10-1( [! t$ R5 X+ a- _5 ]$ Y6 u2 F7 d# i1 _
Victor A. N. Barroso and José M. F. Moura, w" w1 p0 R9 `: w/ d6 w
v
- l, e& ^$ | X- a7 C4 t7 n, i11 Peak-to-Average Power Ratio Reduction ....................................................................... 11-1
! }" M+ P3 K4 I9 g6 ]Robert J. Baxley and G. Tong Zhou
3 a) s Z% z+ q12 Space-Time Adaptive Processing for Airborne Surveillance Radar ......................... 12-1: j3 |& a- g6 r5 i- _
Hong Wang
, U+ J! n/ o( E1 m8 }6 F; zPART II Nonlinear and Fractal Signal Processing R5 P% d. P, C7 M! }& L: P4 r
Alan V. Oppenheim and Gregory W. Wornell4 ]5 ~8 `$ v- E6 b9 Z+ N
13 Chaotic Signals and Signal Processing ........................................................................... 13-15 N8 N4 g1 k; \
Alan V. Oppenheim and Kevin M. Cuomo4 w0 ~8 x D. r4 z4 z- g1 G3 e
14 Nonlinear Maps ................................................................................................................... 14-16 m9 \. k# l" X6 `
Steven H. Isabelle and Gregory W. Wornell
; n" w1 T, o3 Q6 p; `$ k15 Fractal Signals....................................................................................................................... 15-16 o- \. G) F* G7 ~1 n+ v `
Gregory W. Wornell$ T0 P/ d& G1 i
16 Morphological Signal and Image Processing ................................................................ 16-1
7 N/ W" }1 v# a1 i+ o/ I" w" KPetros Maragos
+ H( m8 g8 z/ `" X4 t) Z! M17 Signal Processing and Communication with Solitons ................................................ 17-14 e6 n+ s7 m }7 v- C' Y9 W9 h
Andrew C. Singer
2 J1 [" u% L/ E! M/ U/ |18 Higher-Order Spectral Analysis ....................................................................................... 18-1
3 I, o+ F+ Q2 X. y6 zAthina P. Petropulu
/ m+ _5 H! J2 SPART III DSP Software and Hardware+ H/ \- b, { F' C; G: h; Z# f- M
Vijay K. Madisetti
# r+ ^3 l, k4 C3 h& o) p19 Introduction to the TMS320 Family of Digital Signal Processors ........................... 19-1, Y# f' z8 W- n+ h+ b
Panos Papamichalis0 D/ L7 K. D# k5 s( k5 O
20 Rapid Design and Prototyping of DSP Systems........................................................... 20-14 q; W- q: c- e
T. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh,
! [$ q, ^2 {5 M; F$ g2 Z7 QA. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai, Yong-kyu Jung,
+ E; P% w/ x; r$ E5 [' qand Vijay K. Madisetti1 b2 D4 E! G8 `; n
21 Baseband Processing Architectures for SDR................................................................. 21-14 ~4 W# U+ C% |8 d$ y5 A1 f3 T
Yuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke,1 H/ K9 M5 ?& A+ Q3 ?. Y& ?( {3 ^% L
and Trevor Mudge: D5 b& J* t1 \7 l3 o/ c6 m: ~# h
22 Software-Defined Radio for Advanced Gigabit Cellular Systems ............................ 22-1
: ?1 U4 m) _$ r h+ f8 E7 L7 PBrian Kelley
( I9 ^( P! Y8 |% `+ C- ]9 r$ f# HPART IV Advanced Topics in DSP for Mobile Systems
( H1 \. Q+ w, `+ O3 U5 JVijay K. Madisetti
4 `4 r( E# ^0 g9 ~' J1 R23 OFDM: PeRFormance Analysis and Simulation Results for Mobile" o5 M3 e) P* b
Environments ....................................................................................................................... 23-1
- S/ N* m$ j% eMishal Al-Gharabally and Pankaj Das( q; a; t1 s( z, |$ |5 k) ^
vi Contents
w+ k& h2 k9 T' b9 ^( b) J n" g, `24 Space–Time Coding and Application in WiMAX....................................................... 24-1
$ P' h9 E; Y" i2 rNaofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das,5 M9 T4 x$ w# F, i! g
and Suhas Diggavi1 W& s% X9 N- i2 {4 X
25 Exploiting Diversity in MIMO-OFDM Systems for Broadband
W6 ~ v$ D% ?/ c! rWireless Communications ................................................................................................ 25-17 P& n1 D* T1 t- O! n7 T
Weifeng Su, Zoltan Safar, and K. J. Ray Liu. \, f, X# N y& t
26 OFDM Technology: Fundamental Principles, Transceiver Design,
) W' m5 p" D# G$ F" } tand Mobile Applications ................................................................................................... 26-1) U2 C n' e6 e m& e, A
Xianbin Wang, Yiyan Wu, and Jean-Yves Chouinard4 \5 [1 v' i: S9 Z0 o
27 Space–Time Coding ............................................................................................................ 27-1$ V7 ~1 y% v% W+ b4 I
Mohanned O. Sinnokrot and Vijay K. Madisetti/ \) \" G/ U/ \6 }2 t! Z+ ^
28 A Multiplexing Approach to the Construction of High-Rate
]. @) h' U7 W" T0 FSpace–Time Block Codes................................................................................................... 28-1
% G- I6 A( j/ N0 X1 uMohanned O. Sinnokrot and Vijay K. Madisetti
& n2 F7 G8 ?5 s. ~2 h29 Soft-Output Detection of Multiple-Input Multiple-Output Channels .................... 29-1
3 S2 U1 a6 Y+ f, p( V" v6 T9 v* _2 iDavid L. Milliner and John R. Barry6 e: k, _! Q, u! }# e9 X
30 Lattice Reduction–Aided Equalization for Wireless Applications ........................... 30-1% p9 y2 D: r3 n: h
Wei Zhang and Xiaoli Ma3 M+ I6 c* y) t2 M" c; _
31 Overview of Transmit Diversity Techniques for Multiple Antenna Systems ....... 31-1- J, ~% u( E. o% }6 Y1 I
D. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos
& H: a9 _* u Q' bPART V Radar Systems3 E' Q4 W+ Z5 C L7 D% K+ {; g
Vijay K. Madisetti2 f4 w: r4 U+ W
32 Radar Detection ................................................................................................................... 32-1( R, l1 X) P* x$ k
Bassem R. Mahafza and Atef Z. Elsherbeni
% k9 L* k& R) M0 p33 Radar Waveforms ................................................................................................................ 33-1
1 V+ a7 |9 G* fBassem R. Mahafza and Atef Z. Elsherbeni
% H( `( D) L6 f7 V4 l" y$ I; r34 High Resolution Tactical Synthetic Aperture Radar ................................................... 34-1- o) X9 W- \$ o. L& R# y7 |
Bassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith
. V1 l H/ u# zPART VI Advanced Topics in Video and Image Processing
, ?, z8 C4 D1 b9 f2 i D* LVijay K. Madisetti
' `# \4 Y! d. k* v R35 3D Image Processing .......................................................................................................... 35-1* s; ?- r1 u- H" r( G: D
André Redert and Emile A. Hendriks2 \9 l4 `: b, l0 `
Index .................................................................................................................................................. I-1 |
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