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The Digital Signal Processing Handbook SECOND EDITION
- K" F" }% Y! {8 x f1 [Vijay K. Madisetti EDITOR-IN-CHIEF4 n3 {4 @2 S0 w
Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing7 l+ K) e$ _5 T
8 s; r! K6 G" S4 ACRC Press3 x. d S N% T
Taylor & Francis Group# \) ?5 f% ^ Z9 R; u
6000 Broken Sound Parkway NW, Suite 300( q; I o& Y# h! G
Boca Raton, FL 33487-2742
1 r7 r- \5 [) M$ O: F, A4 R( b© 2010 by Taylor and Francis Group, LLC
, N* C) `( r; z G2 ^CRC Press is an imprint of Taylor & Francis Group, an Informa business
% K+ A: s% `9 J$ g& u
$ W$ M6 J3 o# }# W1 v+ ]3 FPreface .................................................................................................................................................. ix
) k% T2 F- t6 N1 h* NEditor .................................................................................................................................................... xi( x& _) O* Y; ~, a
Contributors ..................................................................................................................................... xiii) ], G$ X8 E( ~
PART I Sensor Array Processing" C4 Y2 O! c1 a8 ~3 I& m/ r0 ]2 p9 |
Mostafa Kaveh
* x: W5 L$ u1 s; H1 Complex Random Variables and Stochastic Processes................................................. 1-17 P+ ~1 t% |; {0 K, K# w
Daniel R. Fuhrmann' I) P2 c4 J) k+ @! ^/ }3 ~) s
2 Beamforming Techniques for Spatial Filtering ............................................................... 2-1 k' X2 O4 E, j& p
Barry Van Veen and Kevin M. Buckley [' }( n$ W J
3 Subspace-Based Direction-Finding Methods .................................................................. 3-1# K I% N' J; o
Egemen Gönen and Jerry M. Mendel
0 p. J- L# M4 q4 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays ..................... 4-1
/ _9 C! u: v' yMartin Haardt, Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos
# {2 u4 ?0 \$ [5 A Unified Instrumental Variable Approach to Direction Finding) k+ N) r9 S& g- b7 Z9 y# w; m
in Colored Noise Fields ........................................................................................................ 5-18 @( l. Z8 t7 i+ N* h3 L
P. Stoica, Mats Viberg, M. Wong, and Q. Wu4 w/ j! B6 P g) A. w6 M
6 Electromagnetic Vector-Sensor Array Processing ......................................................... 6-1
2 b# r. E' v* Y* hArye Nehorai and Eytan Paldi
0 {' v+ b- r( ]1 {6 y; e3 _5 [7 Subspace Tracking ................................................................................................................. 7-11 B- l% u: n, v" ^
R. D. DeGroat, E. M. Dowling, and D. A. Linebarger
|- }7 f3 i# V6 @" O9 f: N8 Detection: Determining the Number of Sources............................................................ 8-1
9 P8 i, ^9 M3 i3 pDouglas B. Williams& i+ x* b! ^8 N5 t1 [7 G7 S
9 Array Processing for Mobile Communications .............................................................. 9-1
# M+ y3 Z6 V' s* i* z3 KA. Paulraj and C. B. Papadias
5 B4 t' D3 f2 `' H3 v( L: u# o10 Beamforming with Correlated Arrivals in Mobile Communications...................... 10-1
; n+ x) A& }" E O2 [Victor A. N. Barroso and José M. F. Moura- O4 V8 x( `* M
v
# }, G9 d: H# U+ d5 o4 r: U11 Peak-to-Average Power Ratio Reduction ....................................................................... 11-18 f1 ?/ R, F/ _
Robert J. Baxley and G. Tong Zhou
- [/ H+ |* ^1 { N" D12 Space-Time Adaptive Processing for Airborne Surveillance Radar ......................... 12-1, w& E# }$ [7 O
Hong Wang
( x8 r/ e, D8 T! @- IPART II Nonlinear and Fractal Signal Processing; H$ l6 L# a. ~6 K- q8 K
Alan V. Oppenheim and Gregory W. Wornell
' g4 k" B8 ?+ \$ N" v13 Chaotic Signals and Signal Processing ........................................................................... 13-14 J* S$ K3 u# r, |
Alan V. Oppenheim and Kevin M. Cuomo% f. M U. D+ z2 `+ C
14 Nonlinear Maps ................................................................................................................... 14-1+ v" o D6 S4 S& t z
Steven H. Isabelle and Gregory W. Wornell
[5 q& b, l2 Z0 X15 Fractal Signals....................................................................................................................... 15-1
9 ?% ~5 \" k- ]6 D' U8 }Gregory W. Wornell2 c% @( Z) m* a- g' r- T
16 Morphological Signal and Image Processing ................................................................ 16-1
3 N( o6 s3 o6 u" i8 G7 i* j3 r# c6 rPetros Maragos5 ~5 R& g- t2 u3 l* l
17 Signal Processing and Communication with Solitons ................................................ 17-1- t. }& U& ] F
Andrew C. Singer$ M ]3 W) j* A2 D% ? e
18 Higher-Order Spectral Analysis ....................................................................................... 18-1
$ p/ \! `. F, `5 \Athina P. Petropulu, g+ _% L8 V: k# ^+ ^1 i5 X
PART III DSP Software and Hardware' \5 x z0 S8 G; L
Vijay K. Madisetti8 y, t" N- G8 M
19 Introduction to the TMS320 Family of Digital Signal Processors ........................... 19-1* ?4 g% \4 B# T
Panos Papamichalis
9 N$ R+ d7 x$ d z20 Rapid Design and Prototyping of DSP Systems........................................................... 20-1
, l) Z1 B: \5 B RT. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh,1 N2 Y' C+ k3 |
A. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai, Yong-kyu Jung,# O) a+ `$ _$ G0 ]9 D+ _( M& i8 ^* c
and Vijay K. Madisetti
1 @* M1 u' m' g21 Baseband Processing Architectures for SDR................................................................. 21-1
) @2 [$ H+ `$ F) W" aYuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke,
c H3 S( o% C. \1 t( T/ K% M% fand Trevor Mudge- H8 d; x" Y' r4 ?. j1 Q& r* o
22 Software-Defined Radio for Advanced Gigabit Cellular Systems ............................ 22-1
9 @. i# P) i5 ?; }; m, i7 lBrian Kelley
0 J; p2 W4 F' P- ~. y3 PPART IV Advanced Topics in DSP for Mobile Systems [ W# U/ \. _) b5 z7 d
Vijay K. Madisetti
- R, f: G( P: V. f1 }. c23 OFDM: PeRFormance Analysis and Simulation Results for Mobile
1 [" k' T2 @% Z+ u& bEnvironments ....................................................................................................................... 23-1
% V& @. Y# b) fMishal Al-Gharabally and Pankaj Das+ h+ P3 `8 `, W/ Y6 P
vi Contents
& K) ?$ y* B; W7 a( d5 c24 Space–Time Coding and Application in WiMAX....................................................... 24-1
% b( a6 E1 x3 S0 PNaofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das,
; |, I. [( G, R7 w0 [, Zand Suhas Diggavi
2 `6 I& x* I% K2 x25 Exploiting Diversity in MIMO-OFDM Systems for Broadband5 h7 m/ C' K; W/ A ] f, |2 s' Z$ V, b7 g
Wireless Communications ................................................................................................ 25-1
; g* l' k) s0 w) N ~7 o. C2 fWeifeng Su, Zoltan Safar, and K. J. Ray Liu; |3 ]: i# ^$ Y: p! a L9 s
26 OFDM Technology: Fundamental Principles, Transceiver Design,. U7 I* K) X- W1 A& Z4 a: c
and Mobile Applications ................................................................................................... 26-10 _6 h9 u0 d; w/ ?- L. |0 P
Xianbin Wang, Yiyan Wu, and Jean-Yves Chouinard
! a9 a ]1 N0 l9 Q |# O27 Space–Time Coding ............................................................................................................ 27-1
. ?8 r0 O9 c9 ?/ ^6 R9 bMohanned O. Sinnokrot and Vijay K. Madisetti% U4 v6 ~4 Y. O( H/ U4 Z5 s7 g, K
28 A Multiplexing Approach to the Construction of High-Rate
1 Q$ M& N8 \# c2 @0 A0 S& ZSpace–Time Block Codes................................................................................................... 28-1( h3 O& ?8 I& g! L
Mohanned O. Sinnokrot and Vijay K. Madisetti" t+ T! G. G$ A( g
29 Soft-Output Detection of Multiple-Input Multiple-Output Channels .................... 29-13 r5 H. C$ {5 [" [% Q u4 I4 ?
David L. Milliner and John R. Barry
' H& X' O+ [& T) z" Q1 M# |30 Lattice Reduction–Aided Equalization for Wireless Applications ........................... 30-11 ?3 e* P7 J! c& o9 n
Wei Zhang and Xiaoli Ma4 z+ H2 A2 k4 ~1 @7 b; ^9 B5 N% U
31 Overview of Transmit Diversity Techniques for Multiple Antenna Systems ....... 31-1
2 S, w, y( u i$ r6 JD. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos
6 F8 i( |9 h0 B, G4 ]2 s: F }- HPART V Radar Systems
1 s# l8 M% K! i2 Y/ e$ t. G3 S, E( eVijay K. Madisetti
+ p" T- E( ^; t7 z( {5 P32 Radar Detection ................................................................................................................... 32-1, |+ ]- a& J5 @, b6 q
Bassem R. Mahafza and Atef Z. Elsherbeni
; y+ H, S) d0 |% R1 R33 Radar Waveforms ................................................................................................................ 33-1# b4 ~# k5 t6 g2 \3 ~
Bassem R. Mahafza and Atef Z. Elsherbeni7 `; E; v1 j7 k& N
34 High Resolution Tactical Synthetic Aperture Radar ................................................... 34-1
0 B& C/ M" w2 n+ v. ?! MBassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith, H+ z; P4 k, Q9 ]- l
PART VI Advanced Topics in Video and Image Processing2 i: U5 s) y6 V- }/ e. s
Vijay K. Madisetti4 _- t: O9 k4 ]7 L9 Q1 N
35 3D Image Processing .......................................................................................................... 35-1' ]; b+ u: A/ D5 x* D D+ s0 Y
André Redert and Emile A. Hendriks# ^* W0 o8 k% l/ A1 U; c7 B+ ~0 Z
Index .................................................................................................................................................. I-1 |
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