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The Digital Signal Processing Handbook SECOND EDITION
( T* z* D* H, | O% G4 [Vijay K. Madisetti EDITOR-IN-CHIEF5 z+ A! k9 f. Z/ f3 k
Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing1 [7 V2 m( G% V+ u1 d9 {
2 T/ p' {# h' ~" p1 N7 D& u# o, c0 n
CRC Press; I3 x# H+ F {4 ]
Taylor & Francis Group
5 K+ @, `; y6 h% m- k7 f& v6000 Broken Sound Parkway NW, Suite 300
4 Z, \8 K1 s: O8 ~9 i6 zBoca Raton, FL 33487-2742 v4 _; I8 a' x _# s. i7 u
© 2010 by Taylor and Francis Group, LLC
6 I R1 u2 V. dCRC Press is an imprint of Taylor & Francis Group, an Informa business8 B: ^- ?) k0 p% j0 d- _- n
m W! |/ I- L3 g5 nPreface .................................................................................................................................................. ix1 R" |" s. w: ]: ^
Editor .................................................................................................................................................... xi# y$ ?- z3 H$ |% w# m7 q; k0 @# g
Contributors ..................................................................................................................................... xiii
# t7 W* b5 X/ V9 U% S! }0 j8 sPART I Sensor Array Processing" h' `& z8 l* D3 c% ?
Mostafa Kaveh
7 i+ K; ^6 Q9 x1 Complex Random Variables and Stochastic Processes................................................. 1-16 }! a) h) l7 F! v
Daniel R. Fuhrmann
- A" I- x+ e8 }. Q! ]2 Beamforming Techniques for Spatial Filtering ............................................................... 2-1
6 \* s* u( z$ W9 _* m6 V: _5 @; _1 ]Barry Van Veen and Kevin M. Buckley% G1 x# l5 y, B8 V( a+ F5 p' M+ e
3 Subspace-Based Direction-Finding Methods .................................................................. 3-1
$ S. z, S) Z$ V s9 Q$ S3 Y+ OEgemen Gönen and Jerry M. Mendel
$ `. J- I, m% q$ K4 @; `9 V* I: _/ c4 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays ..................... 4-1
: a4 ^" t; Z5 G/ q! W' HMartin Haardt, Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos
/ j& K* r. ~4 O# T/ K$ c) Q2 N5 A Unified Instrumental Variable Approach to Direction Finding9 \( [( S. l! N3 c8 i
in Colored Noise Fields ........................................................................................................ 5-1+ i% `: ]# R+ {/ e$ `
P. Stoica, Mats Viberg, M. Wong, and Q. Wu& n" w2 h- l( M/ N1 x
6 Electromagnetic Vector-Sensor Array Processing ......................................................... 6-1
3 h7 [: Q- w# l8 JArye Nehorai and Eytan Paldi. N" ?( o5 G; O3 p b6 H% |) Q W
7 Subspace Tracking ................................................................................................................. 7-1: \" q) I" K7 `! z, \
R. D. DeGroat, E. M. Dowling, and D. A. Linebarger2 P; D9 D- x/ P* W/ V) t
8 Detection: Determining the Number of Sources............................................................ 8-1
7 u* P0 o/ B7 a2 {Douglas B. Williams. B3 f6 |: c3 r- w% D6 x$ }
9 Array Processing for Mobile Communications .............................................................. 9-1) ~) o5 N0 @' C" R, @' V, d
A. Paulraj and C. B. Papadias6 w) J; Z: @: x7 _( I" h' H7 b+ I3 X
10 Beamforming with Correlated Arrivals in Mobile Communications...................... 10-1
% W! e. ?- }$ Q9 D; Q: j/ i# I3 lVictor A. N. Barroso and José M. F. Moura, r, w. f2 M5 @- c) Z
v' W5 B. D. ^0 v; t
11 Peak-to-Average Power Ratio Reduction ....................................................................... 11-13 Z+ @, D8 g7 n) [- _0 r
Robert J. Baxley and G. Tong Zhou- Y+ T8 |3 G8 |# q& }! O, o
12 Space-Time Adaptive Processing for Airborne Surveillance Radar ......................... 12-1
* s6 O- i: Y' n# Q: Q; ~5 oHong Wang
0 V* F* Z E- R, F# I( OPART II Nonlinear and Fractal Signal Processing+ V5 G% z( Q, q4 a$ l( x# G
Alan V. Oppenheim and Gregory W. Wornell2 F. f/ _' W; C: p
13 Chaotic Signals and Signal Processing ........................................................................... 13-1
" g+ G7 B* ~6 W+ K. Z* RAlan V. Oppenheim and Kevin M. Cuomo
8 g8 b% A$ r6 ?$ m2 B14 Nonlinear Maps ................................................................................................................... 14-1
4 V0 g3 F2 I5 U1 e" D( ASteven H. Isabelle and Gregory W. Wornell
$ r( x2 [( [) C15 Fractal Signals....................................................................................................................... 15-1
8 ]! J' M1 I4 ?0 C* v) lGregory W. Wornell
! B0 {* X" \5 h- m. ?! P0 @* a16 Morphological Signal and Image Processing ................................................................ 16-1: A+ O4 @2 z" _4 x: Z, ]. H
Petros Maragos) d4 b2 Z. I) C9 _9 ~: s
17 Signal Processing and Communication with Solitons ................................................ 17-1
" R; V9 a/ n! R9 ~Andrew C. Singer: b5 o# B% E2 ~
18 Higher-Order Spectral Analysis ....................................................................................... 18-1
6 I9 u3 ~: z( Q0 V" ]Athina P. Petropulu% |. d( N: S& X/ P2 ^
PART III DSP Software and Hardware
9 d: | q; `7 H" }- E: ?" }6 _Vijay K. Madisetti
& `# d8 \) c# v3 X) q1 }: g19 Introduction to the TMS320 Family of Digital Signal Processors ........................... 19-1
* Y* Q) O9 r6 t' C" Q+ {5 K, r2 VPanos Papamichalis6 T7 P2 K2 W% ?$ r+ D5 F Z
20 Rapid Design and Prototyping of DSP Systems........................................................... 20-1
; [1 ?, Q7 B: M. B- j5 sT. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh,
) {5 S1 n, M; x1 H# NA. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai, Yong-kyu Jung,& |" G, k/ I9 I$ o" O' L! U
and Vijay K. Madisetti3 ]+ H( q9 z& C
21 Baseband Processing Architectures for SDR................................................................. 21-1
5 ~/ G& F8 t2 m2 y; x) H6 CYuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke,
$ U9 S4 p$ |. _0 W8 m/ ]5 Band Trevor Mudge
9 J, }$ v# I z( e# s9 b22 Software-Defined Radio for Advanced Gigabit Cellular Systems ............................ 22-1
/ i; v5 u: T% T* eBrian Kelley
6 N! h3 w1 I" o: q- {5 l9 fPART IV Advanced Topics in DSP for Mobile Systems
2 p# R& W6 U1 p# v4 p. HVijay K. Madisetti$ t; d) q2 v8 |+ T7 A$ Y' R
23 OFDM: PeRFormance Analysis and Simulation Results for Mobile+ X$ B: i' c. x9 S/ n, v+ s/ x
Environments ....................................................................................................................... 23-13 q4 ^+ _4 Z. b4 ^& v
Mishal Al-Gharabally and Pankaj Das
. J, [/ }9 _1 g( A8 Ovi Contents3 B( `2 R9 e" _8 `0 l$ q
24 Space–Time Coding and Application in WiMAX....................................................... 24-10 o! e( } Q" E. m) P# T
Naofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das,( j' {# l& @& R4 H; V; }$ a
and Suhas Diggavi
+ N- D8 W1 d' e25 Exploiting Diversity in MIMO-OFDM Systems for Broadband9 }6 ^$ K' ^+ V |* ^8 Y
Wireless Communications ................................................................................................ 25-1
) R1 Q) a1 ~7 ]- s5 R8 kWeifeng Su, Zoltan Safar, and K. J. Ray Liu3 M6 {7 n% Z7 j: _% o
26 OFDM Technology: Fundamental Principles, Transceiver Design,
/ Y( [( G+ S/ _+ T: Eand Mobile Applications ................................................................................................... 26-12 ~! R0 |6 D g, g
Xianbin Wang, Yiyan Wu, and Jean-Yves Chouinard3 a3 X1 |& F- X
27 Space–Time Coding ............................................................................................................ 27-1
, n5 L, e" |* n' Y! }5 g/ \' i& AMohanned O. Sinnokrot and Vijay K. Madisetti
* g: j# W; C }# ?4 [! _28 A Multiplexing Approach to the Construction of High-Rate
8 d1 S- W2 k" B: q! FSpace–Time Block Codes................................................................................................... 28-1: e! `4 F- {# r: s. ^% T: v4 f
Mohanned O. Sinnokrot and Vijay K. Madisetti
- P& j+ J; B% f x5 {3 u, |29 Soft-Output Detection of Multiple-Input Multiple-Output Channels .................... 29-1. C4 H( E. `( ]* ~) e
David L. Milliner and John R. Barry
4 r. A2 r8 W% l t2 j+ U( Y; D; ~30 Lattice Reduction–Aided Equalization for Wireless Applications ........................... 30-1
$ X) W4 v: K% c CWei Zhang and Xiaoli Ma
2 H7 H: f# g3 O3 S6 Z5 c! o1 V31 Overview of Transmit Diversity Techniques for Multiple Antenna Systems ....... 31-12 i1 e& H, V' ?4 u: F$ M
D. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos
0 z0 [# }4 z o! d# r# N5 SPART V Radar Systems
2 v: }9 N2 [( z1 TVijay K. Madisetti1 r% e) q% Y0 ]- @- V" D
32 Radar Detection ................................................................................................................... 32-1
g: s6 f ` ~) F9 R9 MBassem R. Mahafza and Atef Z. Elsherbeni" y2 u. m7 M" g8 U" [
33 Radar Waveforms ................................................................................................................ 33-1
' U+ Y+ M Y% R$ U6 EBassem R. Mahafza and Atef Z. Elsherbeni6 L: V( T) T9 A1 P. o: ^
34 High Resolution Tactical Synthetic Aperture Radar ................................................... 34-1
1 A5 m$ J! S6 U" ]- j) hBassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith
+ n. D( I/ [: C7 y9 u4 nPART VI Advanced Topics in Video and Image Processing8 u+ s( u( q. C0 P9 P' `5 C* N
Vijay K. Madisetti3 n9 \- d* [# K3 k7 a. s! g8 ]
35 3D Image Processing .......................................................................................................... 35-1% d0 ?. U6 _8 k7 u6 Y
André Redert and Emile A. Hendriks0 o' g) W' d, j( D) Z- j* I ~
Index .................................................................................................................................................. I-1 |
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