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The Digital Signal Processing Handbook SECOND EDITION
6 e% Y& m' P4 N/ t) dVijay K. Madisetti EDITOR-IN-CHIEF
# S! ^( G9 i, o- B ^Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing4 J; D, z/ U* w$ \
9 t& f' a3 P5 D* y5 u
CRC Press$ a6 U1 m0 _6 M+ l
Taylor & Francis Group
2 m6 o0 ]1 c7 S$ f) U9 t6000 Broken Sound Parkway NW, Suite 300
5 U! d7 W o) X BBoca Raton, FL 33487-2742, N2 u) z/ k! x8 Y' l! q2 C% I
© 2010 by Taylor and Francis Group, LLC
3 I, Q" E, ^: R/ iCRC Press is an imprint of Taylor & Francis Group, an Informa business# D& x! t" c0 Q8 \; `/ ~
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Preface .................................................................................................................................................. ix% O9 O. h* B* V
Editor .................................................................................................................................................... xi
. K1 e7 Q! t( ~) iContributors ..................................................................................................................................... xiii
; j2 j' H8 u& DPART I Sensor Array Processing( A/ X; ^4 H1 ?3 I& e* `9 f4 l
Mostafa Kaveh
& E' P* {. g3 E) z1 Complex Random Variables and Stochastic Processes................................................. 1-1
. o: t4 @8 c% x+ y5 Z' UDaniel R. Fuhrmann3 I! a, R! N# e* G A4 D
2 Beamforming Techniques for Spatial Filtering ............................................................... 2-1& S% l/ v p" d: y, w$ n; R- B0 n) y
Barry Van Veen and Kevin M. Buckley3 ?+ [* W& r5 q! W+ ^
3 Subspace-Based Direction-Finding Methods .................................................................. 3-1
* q1 m2 [7 J) j6 c" u2 i, y9 iEgemen Gönen and Jerry M. Mendel
( o- |1 }- |( N- x4 _7 N# q' \4 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays ..................... 4-1
/ w' W- W5 l. L, i" O6 J, A5 T! d4 sMartin Haardt, Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos& P$ B/ `, f) m/ J, Q! J
5 A Unified Instrumental Variable Approach to Direction Finding) |6 b! ~6 _; f6 F) s/ q
in Colored Noise Fields ........................................................................................................ 5-12 Z8 G/ l3 J$ h! T( p/ }
P. Stoica, Mats Viberg, M. Wong, and Q. Wu
" n5 m- o& [0 E7 H6 Electromagnetic Vector-Sensor Array Processing ......................................................... 6-1( S. e& g# T- ? ?
Arye Nehorai and Eytan Paldi
9 [7 d. u0 z7 `, @! l) \. o# S7 Subspace Tracking ................................................................................................................. 7-1
' i" H2 j4 _& F0 aR. D. DeGroat, E. M. Dowling, and D. A. Linebarger
" Z4 Q! [3 p; S g, |/ ^8 Detection: Determining the Number of Sources............................................................ 8-1: A% x) z, S' s: H9 u
Douglas B. Williams
' b$ `7 r! h! D8 A/ Q+ |4 p: c4 ~9 Array Processing for Mobile Communications .............................................................. 9-1
! |- s/ X E( ^( S. XA. Paulraj and C. B. Papadias" D3 w6 Z, `, H0 Y" y
10 Beamforming with Correlated Arrivals in Mobile Communications...................... 10-10 l% {) {3 H9 }9 r6 |! F5 F
Victor A. N. Barroso and José M. F. Moura, D0 ?# ~. A9 J; U# i, H
v- ]. u0 S+ B$ P& |
11 Peak-to-Average Power Ratio Reduction ....................................................................... 11-13 K# @: W% t) Q. u' f. M4 L
Robert J. Baxley and G. Tong Zhou
( \ s5 X' Q6 j6 W+ x12 Space-Time Adaptive Processing for Airborne Surveillance Radar ......................... 12-1 k! r7 H e* X5 A( ~
Hong Wang( m- y7 E/ C1 k5 `' _ t
PART II Nonlinear and Fractal Signal Processing# d* e0 y! t/ b/ }/ F% @9 B5 e
Alan V. Oppenheim and Gregory W. Wornell9 Q* ? T3 l/ M9 D+ N
13 Chaotic Signals and Signal Processing ........................................................................... 13-1
, s0 k/ C5 E$ a4 r" rAlan V. Oppenheim and Kevin M. Cuomo
/ p& D5 t. s0 Q* K$ n. l: Y! }7 |% N14 Nonlinear Maps ................................................................................................................... 14-1& Y# e. w: I/ x/ [# q3 d
Steven H. Isabelle and Gregory W. Wornell2 N4 b0 ]9 Q: E/ e
15 Fractal Signals....................................................................................................................... 15-15 L4 \4 d# B! R3 n) c# `9 ]
Gregory W. Wornell
% X9 c$ O% D) v0 q; a8 K16 Morphological Signal and Image Processing ................................................................ 16-1
) y6 f8 j5 m5 }Petros Maragos* h% h# L5 D! Z& a/ q' U
17 Signal Processing and Communication with Solitons ................................................ 17-1
9 k# o: c# m8 ]Andrew C. Singer
- z8 U. y8 A' X. i18 Higher-Order Spectral Analysis ....................................................................................... 18-1/ N' B- d" j" b% _& c, M9 J& m: n1 o" g
Athina P. Petropulu
7 T' f6 O- Z7 r3 F, {- cPART III DSP Software and Hardware
# z6 i& J: d# k" v& ?7 I1 l9 FVijay K. Madisetti
5 _: w+ s& Y& ]19 Introduction to the TMS320 Family of Digital Signal Processors ........................... 19-1
. w' ?! a; Z' G0 M! ?- [Panos Papamichalis5 u: {2 v4 N$ |
20 Rapid Design and Prototyping of DSP Systems........................................................... 20-1
, j* J; Z+ `7 q( b& M) s/ r/ r, L6 OT. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh,
3 u6 Y* n# ]* i1 }, fA. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai, Yong-kyu Jung,
! K! s8 Z# N2 t& Z9 K5 T: K8 Dand Vijay K. Madisetti' N+ M3 {' \' i% `- R
21 Baseband Processing Architectures for SDR................................................................. 21-1: }, p: D1 P ?) H) ^
Yuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke, N0 C) @ U, a5 m# C+ c8 M
and Trevor Mudge# g5 r: E" p( @+ z
22 Software-Defined Radio for Advanced Gigabit Cellular Systems ............................ 22-1
6 j+ F) `8 y q( @Brian Kelley% S8 E/ q' j" u+ \* w
PART IV Advanced Topics in DSP for Mobile Systems2 K$ D/ \# @ G# l5 t* l% J+ h0 q5 Y4 H
Vijay K. Madisetti
' g8 z+ Y: t) f# z' S. k1 b: b23 OFDM: Performance Analysis and Simulation Results for Mobile
. j+ \: E5 N7 P2 S1 M3 y& ]Environments ....................................................................................................................... 23-1
7 }* e& e0 N) kMishal Al-Gharabally and Pankaj Das) C6 J6 t. \7 F
vi Contents+ S6 T9 g W' t
24 Space–Time Coding and Application in WiMAX....................................................... 24-1
, Q* Y3 R! H7 F4 C/ j! U h) qNaofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das,
. x: j/ E0 j- {0 A: Y5 Aand Suhas Diggavi+ J5 J7 j) {1 A2 j. A
25 Exploiting Diversity in MIMO-OFDM Systems for Broadband
7 A( ^) p+ J/ D' ]# B! G) `9 X3 gWireless Communications ................................................................................................ 25-1
" o- y! t( n* I- q3 tWeifeng Su, Zoltan Safar, and K. J. Ray Liu
0 K& O' f, w/ Q$ \2 b; v( V26 OFDM Technology: Fundamental Principles, Transceiver Design,
1 i' W" s6 q2 }and Mobile Applications ................................................................................................... 26-14 ~# R4 A) ~# \* \5 d
Xianbin Wang, Yiyan Wu, and Jean-Yves Chouinard8 S4 |0 \* }! v. j) x& a
27 Space–Time Coding ............................................................................................................ 27-1
" V7 i/ X5 n( }, |( `. J4 fMohanned O. Sinnokrot and Vijay K. Madisetti0 F4 ]$ l+ E; Z1 ~' V
28 A Multiplexing Approach to the Construction of High-Rate
7 v: }# [. M; ~5 {Space–Time Block Codes................................................................................................... 28-1' {# R$ P! e/ o( E2 B7 U
Mohanned O. Sinnokrot and Vijay K. Madisetti1 o2 U9 t. H. Y, Z& b2 ^0 Q' y7 G
29 Soft-Output Detection of Multiple-Input Multiple-Output Channels .................... 29-1
0 y$ ?0 O% ?! P; L1 U: NDavid L. Milliner and John R. Barry( M9 V: ]+ H2 S9 |! _8 f+ ?
30 Lattice Reduction–Aided Equalization for Wireless Applications ........................... 30-1
/ D: J" L" B9 rWei Zhang and Xiaoli Ma6 i; i8 D+ M5 {( o. w+ s' [6 q
31 Overview of Transmit Diversity Techniques for Multiple Antenna Systems ....... 31-19 U% G' m3 j% z6 x) U
D. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos
/ h* m% ^+ R3 ?PART V Radar Systems
- O5 M5 R1 a6 a# z0 n& @/ _3 f% j! JVijay K. Madisetti
1 {) L/ v$ w$ e) U6 q7 m ]& ?32 Radar Detection ................................................................................................................... 32-1% @0 V a: p" j* G7 g4 H2 G$ k. {
Bassem R. Mahafza and Atef Z. Elsherbeni
7 K9 v0 s$ ^! I( `$ ~4 g9 \% h33 Radar Waveforms ................................................................................................................ 33-1
: `. }( x; m5 Z5 g2 q3 I! w% lBassem R. Mahafza and Atef Z. Elsherbeni |* x9 K& W. D6 S) s N# F
34 High Resolution Tactical Synthetic Aperture Radar ................................................... 34-1. t: o, {! q) J. Y
Bassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith
! q: c- I' ?& m" O2 oPART VI Advanced Topics in Video and Image Processing2 z: P: W h! {3 ]
Vijay K. Madisetti
, D9 q$ z; Q; R7 m9 o35 3D Image Processing .......................................................................................................... 35-1% v# @3 K( ]. D8 e) H; B9 _
André Redert and Emile A. Hendriks
( o- o- H# [' c; z3 wIndex .................................................................................................................................................. I-1 |
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