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The Digital Signal Processing Handbook SECOND EDITION
5 ?3 I* g2 e5 OVijay K. Madisetti EDITOR-IN-CHIEF
* s( {/ v& H: V6 h, j0 m+ `Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing
! p0 f: w. c( d Y3 E9 F8 X; h- P2 ?8 U, ^# m
CRC Press2 L, R7 b" a: L" H9 [( N
Taylor & Francis Group1 H* I( C1 f+ g( ]) o' E9 U
6000 Broken Sound Parkway NW, Suite 300
- y2 m/ X- m) z7 p. Z( f6 aBoca Raton, FL 33487-2742. C ?; }) J$ B0 c
© 2010 by Taylor and Francis Group, LLC. O' g; U1 i1 W- O( Y
CRC Press is an imprint of Taylor & Francis Group, an Informa business
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1 z! I" e& O7 W" n3 C4 k- _2 DPreface .................................................................................................................................................. ix' I; O8 p1 T( E8 U# u1 x0 K
Editor .................................................................................................................................................... xi5 Q% `) J! E, W! s# s
Contributors ..................................................................................................................................... xiii
1 R9 ~5 H! _: F( n6 Y4 B! WPART I Sensor Array Processing
3 j# a/ u$ s5 V: r; u" T3 S6 P+ kMostafa Kaveh- F6 `( x; L s
1 Complex Random Variables and Stochastic Processes................................................. 1-1
0 B. K4 M( v9 l$ t( `' l# cDaniel R. Fuhrmann
2 i4 O& {# V6 G2 Beamforming Techniques for Spatial Filtering ............................................................... 2-1/ b3 g$ D$ n/ B3 o- w
Barry Van Veen and Kevin M. Buckley
9 A t' B5 s( L& b9 n3 Subspace-Based Direction-Finding Methods .................................................................. 3-1% W A( W2 ~7 Y/ i9 I
Egemen Gönen and Jerry M. Mendel
" b G* t P7 Y! h4 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays ..................... 4-1
1 O! W2 @1 i' Y+ ]- ?Martin Haardt, Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos
; I$ b, A! k9 u1 L$ d4 D: I! u" n5 A Unified Instrumental Variable Approach to Direction Finding2 f0 B& p0 a+ g1 y8 k4 ?. ^6 w" m* {
in Colored Noise Fields ........................................................................................................ 5-1
7 b: r9 d" A- m! I5 U5 e% Q9 G9 T. z% RP. Stoica, Mats Viberg, M. Wong, and Q. Wu* `7 e* t T+ {' C8 C
6 Electromagnetic Vector-Sensor Array Processing ......................................................... 6-15 E+ S8 V6 C7 D6 Q2 H6 s4 Q/ X4 a
Arye Nehorai and Eytan Paldi5 V# v+ b3 g& R
7 Subspace Tracking ................................................................................................................. 7-1
- T$ S& m: W! ~( f9 `; @: RR. D. DeGroat, E. M. Dowling, and D. A. Linebarger
0 B" u0 j' w4 H& H% r8 Detection: Determining the Number of Sources............................................................ 8-1
( e3 q5 m# d4 R1 CDouglas B. Williams
9 ]" V# l- D6 K. p" I9 Array Processing for Mobile Communications .............................................................. 9-1) h1 P7 T* F6 ^% N6 K6 H" R
A. Paulraj and C. B. Papadias
" H8 U: e: _$ _* M1 z4 o5 B+ |10 Beamforming with Correlated Arrivals in Mobile Communications...................... 10-1& `! E! f3 l7 [1 Y5 _% |) `
Victor A. N. Barroso and José M. F. Moura5 o* Y' ?9 {- ~
v
) D0 q. g4 C! h6 h* g$ L+ G$ x11 Peak-to-Average Power Ratio Reduction ....................................................................... 11-1
5 M9 M& [2 e4 K% U- _! h+ V1 e |Robert J. Baxley and G. Tong Zhou/ K0 A# t7 t" H
12 Space-Time Adaptive Processing for Airborne Surveillance Radar ......................... 12-1
& X" ~1 z+ x' N( Y0 YHong Wang6 _* j& n/ X$ q2 L7 V. ]/ p$ c* i" K
PART II Nonlinear and Fractal Signal Processing6 }* n* N% B [8 e
Alan V. Oppenheim and Gregory W. Wornell$ ]- N) m$ y) {! a8 l5 s: E( X
13 Chaotic Signals and Signal Processing ........................................................................... 13-19 ^ q" q7 p# s; [$ K$ r- W
Alan V. Oppenheim and Kevin M. Cuomo
( _) z, p2 }0 ?+ N14 Nonlinear Maps ................................................................................................................... 14-16 b& ]2 o. H/ o
Steven H. Isabelle and Gregory W. Wornell
+ ], I& s" e# ^! [) ?4 J15 Fractal Signals....................................................................................................................... 15-1
! ~: T; [0 W+ P- T! oGregory W. Wornell
2 ^ Y: u, v: D7 M x2 v3 f) ], ]16 Morphological Signal and Image Processing ................................................................ 16-1
. B3 h$ v) E' y( a3 ^Petros Maragos
! O4 ]% | p' x. @7 T$ ]17 Signal Processing and Communication with Solitons ................................................ 17-1
% b: [4 }+ _8 ~+ t! D* U* ?Andrew C. Singer- ~! q% W0 \3 }- N1 j
18 Higher-Order Spectral Analysis ....................................................................................... 18-1! q H" r4 N* T& _5 V% S( p
Athina P. Petropulu! J/ K3 Z' I3 Q/ O
PART III DSP Software and Hardware
1 q5 B! n2 f# N5 o0 I( V$ F6 AVijay K. Madisetti# F& ~8 C1 w* l) ~
19 Introduction to the TMS320 Family of Digital Signal Processors ........................... 19-1; G$ _2 d6 }, c) a4 Q; y1 o/ ^7 B
Panos Papamichalis
* |! H/ d1 @) a' v5 g, w20 Rapid Design and Prototyping of DSP Systems........................................................... 20-1
$ v+ w6 _; r8 G' Z7 `) X I. N# A' dT. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh,
4 Z! i- l- s$ LA. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai, Yong-kyu Jung,
+ k: h; }" c1 xand Vijay K. Madisetti, J, V& `$ J4 L$ _
21 Baseband Processing Architectures for SDR................................................................. 21-1' X% d: {* \4 x1 N, C8 k( \
Yuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke, |2 S8 p, Q5 Y- o
and Trevor Mudge/ X$ R; X4 z6 v) r' K2 f( O* n
22 Software-Defined Radio for Advanced Gigabit Cellular Systems ............................ 22-1
( Y1 R& Y% l pBrian Kelley
' \7 @9 C3 ]2 G9 O( B( cPART IV Advanced Topics in DSP for Mobile Systems' {. `5 g& h8 ^% x
Vijay K. Madisetti! {, O& P: r$ L6 j3 c- ^% U& C
23 OFDM: Performance Analysis and Simulation Results for Mobile
# H) h- P. S2 z! [, U" PEnvironments ....................................................................................................................... 23-1: x3 k1 x+ A# J3 R8 |( e% s9 r
Mishal Al-Gharabally and Pankaj Das
5 S/ h+ J- @; tvi Contents2 a3 X2 K# B: E6 c0 E. D6 U
24 Space–Time Coding and Application in WiMAX....................................................... 24-1
3 r) y3 i8 s1 s3 ^3 Y, JNaofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das,
, {; U" I0 [. e1 _. Cand Suhas Diggavi
! p" b! ~: ]* x S* ~25 Exploiting Diversity in MIMO-OFDM Systems for Broadband; }; U) v7 ~' t+ \7 \8 c7 \
Wireless Communications ................................................................................................ 25-1
! g2 y' q! _/ T9 o* k4 F: \& LWeifeng Su, Zoltan Safar, and K. J. Ray Liu0 v+ u" y+ Y& M% c g3 L3 `
26 OFDM Technology: Fundamental Principles, Transceiver Design,
0 d/ e: U, f) t9 l* Eand Mobile Applications ................................................................................................... 26-18 d6 Y7 O8 d7 c+ v
Xianbin Wang, Yiyan Wu, and Jean-Yves Chouinard; M2 s2 h- L" |' b* c' J
27 Space–Time Coding ............................................................................................................ 27-1% k( Z6 n9 D1 Y7 @; d5 ^
Mohanned O. Sinnokrot and Vijay K. Madisetti) _- o: V9 T" ~2 M3 _. ~# o
28 A Multiplexing Approach to the Construction of High-Rate4 P9 ~% F7 P4 V$ L
Space–Time Block Codes................................................................................................... 28-18 x# w7 d, w, q+ m
Mohanned O. Sinnokrot and Vijay K. Madisetti) \/ ?# W8 q4 D+ |2 H/ b7 v4 u
29 Soft-Output Detection of Multiple-Input Multiple-Output Channels .................... 29-1
$ T8 R6 t8 X PDavid L. Milliner and John R. Barry
/ b% l" P2 o5 B8 `, a30 Lattice Reduction–Aided Equalization for Wireless Applications ........................... 30-1
( c% `- Q4 ~2 S; M9 d& x) sWei Zhang and Xiaoli Ma
$ ^/ t- w2 n' ]* q31 Overview of Transmit Diversity Techniques for Multiple Antenna Systems ....... 31-1
" ]) c% o% _* N" l' S: gD. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos
/ `: m) u B3 g+ s, E% zPART V Radar Systems
- Z* U v0 O, E8 j6 \( b( _: `0 ZVijay K. Madisetti } ]0 r$ a* z" `
32 Radar Detection ................................................................................................................... 32-1
( @: ^' w4 O6 @Bassem R. Mahafza and Atef Z. Elsherbeni9 {2 Z1 K5 u0 J* X. p. R
33 Radar Waveforms ................................................................................................................ 33-14 S5 S0 @: ~3 |4 v
Bassem R. Mahafza and Atef Z. Elsherbeni
$ P, |; l/ z4 x' q$ I9 x34 High Resolution Tactical Synthetic Aperture Radar ................................................... 34-1
4 X6 [1 r+ f/ z) b/ R# KBassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith: T( e" o3 {4 k$ i. I+ \% ?4 P: y3 D. d2 h
PART VI Advanced Topics in Video and Image Processing
8 q2 O y) J, YVijay K. Madisetti
' C' t7 \3 s, _: p T0 A, O35 3D Image Processing .......................................................................................................... 35-1
3 ^ U/ }& S: k `2 {( OAndré Redert and Emile A. Hendriks
( L& [3 o& @. G, a4 {! `Index .................................................................................................................................................. I-1 |
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