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The Digital Signal Processing Handbook SECOND EDITION
' Q3 Q9 W7 p- vVijay K. Madisetti EDITOR-IN-CHIEF. T. U! c, F! L
Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing( {, k& s+ x, n3 {. D7 O
) F: `" a% \) cCRC Press
: c4 F' _4 I( T4 KTaylor & Francis Group' R2 ^# I- A5 w3 x; O/ q
6000 Broken Sound Parkway NW, Suite 300
* ]( b% C7 X' MBoca Raton, FL 33487-2742
) b j0 |7 y/ h5 |$ _: o© 2010 by Taylor and Francis Group, LLC
- [% J; m- r' I! r# B+ E/ @% i" tCRC Press is an imprint of Taylor & Francis Group, an Informa business+ J, ?: o: o. R. q5 @2 i. x
1 \) ^5 Z: w0 s
Preface .................................................................................................................................................. ix
1 A2 R; Z+ ]2 S( H/ ?Editor .................................................................................................................................................... xi- W: G8 J% O4 m: q2 j9 n8 p
Contributors ..................................................................................................................................... xiii
0 E" r& n# w2 E9 w3 Q9 n) U# tPART I Sensor Array Processing1 W0 z; F4 J7 p k
Mostafa Kaveh
) H4 Z' @8 A5 Z$ F( _+ t1 Complex Random Variables and Stochastic Processes................................................. 1-1. q4 j5 N1 ?: L" f! s
Daniel R. Fuhrmann
8 n9 B1 Z+ y/ Q3 I" X2 Beamforming Techniques for Spatial Filtering ............................................................... 2-1
, d7 U2 f! d6 ^3 P* bBarry Van Veen and Kevin M. Buckley; B5 |8 w1 {0 r0 Y; K2 v& a
3 Subspace-Based Direction-Finding Methods .................................................................. 3-14 L( M; C/ e' C* D% ~3 O
Egemen Gönen and Jerry M. Mendel
9 a- d( g; a/ @& L4 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays ..................... 4-1
& `/ z) u: l3 h5 {6 k7 E( ]Martin Haardt, Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos
# L* u$ Q( v1 R* @4 x/ H& L/ J5 A Unified Instrumental Variable Approach to Direction Finding8 i b3 {. P. I! P- m5 q
in Colored Noise Fields ........................................................................................................ 5-1$ c' w5 n6 u& T) l
P. Stoica, Mats Viberg, M. Wong, and Q. Wu9 f3 O1 c; V7 E0 e u+ S
6 Electromagnetic Vector-Sensor Array Processing ......................................................... 6-1
2 J8 l- O4 X: c* e& ^ b4 k' nArye Nehorai and Eytan Paldi/ c9 B8 ~- T- S
7 Subspace Tracking ................................................................................................................. 7-1
8 p3 F' F# R3 _8 Z% LR. D. DeGroat, E. M. Dowling, and D. A. Linebarger' i+ `2 h! g' J2 X
8 Detection: Determining the Number of Sources............................................................ 8-1
2 R1 D: Z7 C! PDouglas B. Williams
6 o. H# e5 q( b, i+ t6 `9 Array Processing for Mobile Communications .............................................................. 9-1
`; J* P3 F1 T8 \5 a1 e U$ E) c. QA. Paulraj and C. B. Papadias$ q% ?& y6 U/ Q: W2 t9 ]
10 Beamforming with Correlated Arrivals in Mobile Communications...................... 10-1
' t5 o7 ?1 k! c$ Q. DVictor A. N. Barroso and José M. F. Moura3 s% j, o* x& h* z, V) b8 |
v
0 C8 T9 N, O ?" H+ c11 Peak-to-Average Power Ratio Reduction ....................................................................... 11-1
1 B1 O+ f6 Y" |/ E& kRobert J. Baxley and G. Tong Zhou% ?2 K4 d5 H/ w$ E; J0 M
12 Space-Time Adaptive Processing for Airborne Surveillance Radar ......................... 12-1
, i- b% v7 p' _. f$ R" T7 `Hong Wang
* F9 o/ ]# g, N1 ?) y- l: V4 kPART II Nonlinear and Fractal Signal Processing
: m: x& N/ z: E# q( y& z$ z1 OAlan V. Oppenheim and Gregory W. Wornell
( q" ^: o' i9 x' K+ y8 ?7 I13 Chaotic Signals and Signal Processing ........................................................................... 13-1
! [5 E; ^6 K+ A) \, bAlan V. Oppenheim and Kevin M. Cuomo
0 _8 T4 ?! j' B+ R5 h) z14 Nonlinear Maps ................................................................................................................... 14-17 F0 ~, y( J9 [6 h
Steven H. Isabelle and Gregory W. Wornell+ f. u# `# A, O! T& Q6 w4 w' X
15 Fractal Signals....................................................................................................................... 15-1: B, i) I7 x/ i2 J: U
Gregory W. Wornell
3 P7 g; M6 X) V1 p! L) \+ K16 Morphological Signal and Image Processing ................................................................ 16-1 B3 \4 t ~9 d- E9 b
Petros Maragos
2 y8 V: l# d, Q' l/ K m, x17 Signal Processing and Communication with Solitons ................................................ 17-1; K7 ^; r1 H7 H0 N& Q7 q, w
Andrew C. Singer7 D$ p# ~7 Y4 q2 R' {9 [
18 Higher-Order Spectral Analysis ....................................................................................... 18-1
0 ?9 a; _$ N, W2 ~Athina P. Petropulu6 |" [5 E+ H O
PART III DSP Software and Hardware9 a. ?$ H# z: X; P) }8 ^
Vijay K. Madisetti, i9 q+ h# u: ?/ F$ r h, w6 _4 o0 g3 F
19 Introduction to the TMS320 Family of Digital Signal Processors ........................... 19-1
, B* {5 a: l; E( w/ ^; P- gPanos Papamichalis `8 T2 y% A0 J* f7 _5 k- v! o
20 Rapid Design and Prototyping of DSP Systems........................................................... 20-15 J+ S9 J8 H8 t* j. [/ e
T. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh,
" f3 q2 H3 N2 G9 E) G( r) q2 G; NA. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai, Yong-kyu Jung,
2 {1 @4 w0 f {- G! Band Vijay K. Madisetti
; N$ x; m$ X% k/ Y( m) H, i' p I21 Baseband Processing Architectures for SDR................................................................. 21-1
$ l/ ?2 `$ \5 Q% IYuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke,2 ?% ?- r# Y" |6 Y7 R' N
and Trevor Mudge F! Z4 x6 h4 }
22 Software-Defined Radio for Advanced Gigabit Cellular Systems ............................ 22-1
+ J6 v! k9 I" e, d' q$ o* T, C* aBrian Kelley" r' M' O8 k& i6 C9 l9 s8 U. u
PART IV Advanced Topics in DSP for Mobile Systems
1 L* s- M: \" h+ I5 v* w5 c" x4 `5 K) YVijay K. Madisetti
$ v$ V! H5 ~# R- q1 ~& z: D* d9 a23 OFDM: Performance Analysis and Simulation Results for Mobile
2 ?, r% q+ K: r- T7 MEnvironments ....................................................................................................................... 23-1( F, k) }0 R8 O% s8 e
Mishal Al-Gharabally and Pankaj Das; K9 B7 H0 T6 s# e2 L. A2 g
vi Contents2 ]5 [- y3 s. u' f" N$ l
24 Space–Time Coding and Application in WiMAX....................................................... 24-1
( }& j: L( {3 i% D) d% ENaofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das,1 K/ I3 F* ~1 r& g
and Suhas Diggavi h7 c" p$ T1 x8 w/ r6 K' \/ j
25 Exploiting Diversity in MIMO-OFDM Systems for Broadband6 P: G8 V. X. u1 H( ^5 O- h4 G
Wireless Communications ................................................................................................ 25-1' y) Y$ {; ?* e8 P
Weifeng Su, Zoltan Safar, and K. J. Ray Liu$ p2 U" }1 y; P! H& O
26 OFDM Technology: Fundamental Principles, Transceiver Design,, e! L. y! m; j5 p7 w
and Mobile Applications ................................................................................................... 26-14 V/ @3 c$ ?/ G& B8 S
Xianbin Wang, Yiyan Wu, and Jean-Yves Chouinard7 t3 _) R/ ] c) N
27 Space–Time Coding ............................................................................................................ 27-10 `# o0 R3 U1 L6 Q$ U( Q
Mohanned O. Sinnokrot and Vijay K. Madisetti0 q4 j# x( h; H/ a: k5 Y% s
28 A Multiplexing Approach to the Construction of High-Rate
) w0 c1 `5 s% t/ _Space–Time Block Codes................................................................................................... 28-1
* ~' b$ |# m! BMohanned O. Sinnokrot and Vijay K. Madisetti
2 \+ E% G$ ?+ C$ |29 Soft-Output Detection of Multiple-Input Multiple-Output Channels .................... 29-1
6 I& o8 ?0 n! F+ UDavid L. Milliner and John R. Barry+ A4 [! q9 E( `+ `* b7 {, Y
30 Lattice Reduction–Aided Equalization for Wireless Applications ........................... 30-1. u! b& x2 J0 J
Wei Zhang and Xiaoli Ma0 U( B# }! K5 P6 n; \
31 Overview of Transmit Diversity Techniques for Multiple Antenna Systems ....... 31-1
9 t! Q" R% y# g, \2 XD. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos
1 e) E8 w5 A( U5 f5 _2 V- J& x0 nPART V Radar Systems& p& `! `% `5 p0 ~) f
Vijay K. Madisetti
4 D4 w: N% p+ L3 D5 e32 Radar Detection ................................................................................................................... 32-1. U2 t, q/ a' [; r ~4 P
Bassem R. Mahafza and Atef Z. Elsherbeni3 u7 e7 B B c& O. N8 I
33 Radar Waveforms ................................................................................................................ 33-13 W; m. M, [: @( |. Q
Bassem R. Mahafza and Atef Z. Elsherbeni4 n- E: E+ ^9 l
34 High Resolution Tactical Synthetic Aperture Radar ................................................... 34-17 {7 F& @/ A, E6 W
Bassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith4 p; ]' N1 a2 E+ F
PART VI Advanced Topics in Video and Image Processing
1 C+ Y1 O' | \0 E& NVijay K. Madisetti
& U8 |- j9 P# Z. A3 X- W4 F35 3D Image Processing .......................................................................................................... 35-1( a3 g& r/ C( A4 s; P- c
André Redert and Emile A. Hendriks9 M7 H& {; a+ w2 ?* T; N' G; s, d1 D, q
Index .................................................................................................................................................. I-1 |
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