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The Digital Signal Processing Handbook SECOND EDITION7 c1 Q$ t6 N" ~
Vijay K. Madisetti EDITOR-IN-CHIEF: e0 D7 h! o; O4 P: K
Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing
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( i. u/ h `6 Z1 k6 V( k0 wCRC Press$ \/ e8 G1 L! F, [1 H; \
Taylor & Francis Group5 q" o2 ?# b3 ~/ u
6000 Broken Sound Parkway NW, Suite 300: m- u" C& b2 T
Boca Raton, FL 33487-2742
. z4 O$ y& S ~. r+ ?, M2 r y" y© 2010 by Taylor and Francis Group, LLC! x: X) ]5 z+ r6 a/ X2 B! M
CRC Press is an imprint of Taylor & Francis Group, an Informa business
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Preface .................................................................................................................................................. ix- M! f9 y' E7 { o7 R5 H
Editor .................................................................................................................................................... xi
Z' x& B! t" Y; J3 l6 R: RContributors ..................................................................................................................................... xiii+ L) W2 `) Z8 _6 |0 U6 O V/ o
PART I Sensor Array Processing
3 g5 b# }3 ?9 `" a. u& iMostafa Kaveh( N9 h: N6 u; ]9 D* S: Z
1 Complex Random Variables and Stochastic Processes................................................. 1-1
7 |: [3 o V( QDaniel R. Fuhrmann
. }( S9 q$ t- f& q2 Beamforming Techniques for Spatial Filtering ............................................................... 2-1
9 A' F- b) C; ^+ }Barry Van Veen and Kevin M. Buckley
B& k9 x0 m! Y( R# }3 h) H: q! e3 _* H3 Subspace-Based Direction-Finding Methods .................................................................. 3-1
! b3 _: A# }3 P5 B: ZEgemen Gönen and Jerry M. Mendel
! L" w# _) Q% `4 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays ..................... 4-17 R3 ?( O( l0 u U+ x+ F
Martin Haardt, Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos+ \& } K. k% m# Y* F# w9 S' i2 ]
5 A Unified Instrumental Variable Approach to Direction Finding
! Q1 Z$ x$ R) N% vin Colored Noise Fields ........................................................................................................ 5-1
7 o' }' V4 L9 N; Z% y9 DP. Stoica, Mats Viberg, M. Wong, and Q. Wu/ |7 ^# I. @( ?
6 Electromagnetic Vector-Sensor Array Processing ......................................................... 6-1
9 P4 j( r8 x6 I& j" }; f( SArye Nehorai and Eytan Paldi' R: f: S: `( s2 d' B6 [7 O
7 Subspace Tracking ................................................................................................................. 7-1
o& U i2 Y8 U) \0 f+ ]0 W; QR. D. DeGroat, E. M. Dowling, and D. A. Linebarger! U8 S7 b( {4 B2 z' b8 D0 T4 U
8 Detection: Determining the Number of Sources............................................................ 8-1
4 ~; \% C) |3 [2 R% uDouglas B. Williams
2 T6 x8 N1 N) ~. V! D7 ]* k( S9 Array Processing for Mobile Communications .............................................................. 9-1- A% L" r! [: }% {
A. Paulraj and C. B. Papadias4 ?1 u! j. i1 E! z
10 Beamforming with Correlated Arrivals in Mobile Communications...................... 10-1
* R4 s/ w0 x8 X3 H1 i6 MVictor A. N. Barroso and José M. F. Moura
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11 Peak-to-Average Power Ratio Reduction ....................................................................... 11-1
; A$ Q3 _" V. y$ WRobert J. Baxley and G. Tong Zhou7 r! }5 L2 J- y" @& l
12 Space-Time Adaptive Processing for Airborne Surveillance Radar ......................... 12-1
. P- c. ?8 t0 X2 tHong Wang7 D6 s" X9 A3 R. q/ }, r6 O: E; V5 A
PART II Nonlinear and Fractal Signal Processing2 s- x, h& j2 \: x& l B+ {
Alan V. Oppenheim and Gregory W. Wornell
. H- w5 ~7 P' |0 ~: Q; }: e2 u" Y13 Chaotic Signals and Signal Processing ........................................................................... 13-1 R3 n- A* e+ y3 U2 O2 h& e0 N9 J& [
Alan V. Oppenheim and Kevin M. Cuomo
5 q7 o5 s0 p) `9 j0 @2 }14 Nonlinear Maps ................................................................................................................... 14-1
4 H* q5 l* ^: ]9 _- gSteven H. Isabelle and Gregory W. Wornell
- J2 `- O3 O1 f$ x9 I7 A* V* m15 Fractal Signals....................................................................................................................... 15-1% w+ A3 e; P4 L
Gregory W. Wornell2 c( q3 Z- D$ o3 ]( l* C/ |+ V
16 Morphological Signal and Image Processing ................................................................ 16-1
- p/ j, Q: ^6 D1 vPetros Maragos
+ Q( V" S1 S, C- U0 j4 v17 Signal Processing and Communication with Solitons ................................................ 17-1
5 X6 z/ a# m( _; N; N/ p$ tAndrew C. Singer
3 q8 O# L. h- k, s% d& O, j18 Higher-Order Spectral Analysis ....................................................................................... 18-1
. n6 i3 ?) C; Q! \3 R) Q# Y& VAthina P. Petropulu
8 p* K' j/ Y$ D" g6 ~PART III DSP Software and Hardware
7 e, y- m; { {Vijay K. Madisetti
& b! g! t8 s# c( Y19 Introduction to the TMS320 Family of Digital Signal Processors ........................... 19-1 _: D4 b+ M/ l7 ~( t& i
Panos Papamichalis7 C1 }+ g4 U7 S5 H/ D+ Y/ O5 b
20 Rapid Design and Prototyping of DSP Systems........................................................... 20-1. f; Q' P5 O( i7 ?
T. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh,
7 H* G; a3 Q6 u7 o/ g2 X' \6 tA. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai, Yong-kyu Jung,
; z$ w4 M0 X4 I) Z" d% Dand Vijay K. Madisetti
( ] [- R: L# z, }6 Y8 j+ k# e21 Baseband Processing Architectures for SDR................................................................. 21-1
' h7 f2 i) i: ^0 B0 D/ e; hYuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke,
$ {6 `2 H2 v" n8 sand Trevor Mudge3 b/ j6 ]6 _) r/ Z E
22 Software-Defined Radio for Advanced Gigabit Cellular Systems ............................ 22-1( A# C; Z z% S2 P F ^
Brian Kelley
: e( o" s# _( a3 s) QPART IV Advanced Topics in DSP for Mobile Systems4 h$ `* _+ |' o0 {8 n
Vijay K. Madisetti9 f6 _% ~& ]5 Q$ S6 A) p
23 OFDM: PeRFormance Analysis and Simulation Results for Mobile/ v& n! U& w' @, X! z
Environments ....................................................................................................................... 23-16 L$ Y- V) Q# ~, [8 D2 b) E- K
Mishal Al-Gharabally and Pankaj Das
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24 Space–Time Coding and Application in WiMAX....................................................... 24-1
/ K- e# j, Q& B- K2 M' |0 ZNaofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das," n+ i! |6 b) g3 b# U* L: g
and Suhas Diggavi
$ R" f; g, a1 C5 r) ^& W$ G. Z4 U& V25 Exploiting Diversity in MIMO-OFDM Systems for Broadband9 t3 z1 w# F4 w C8 x7 U% O
Wireless Communications ................................................................................................ 25-1; h4 q* J8 F) m. e+ ?
Weifeng Su, Zoltan Safar, and K. J. Ray Liu
5 K9 i+ |% \% \9 Q0 e! w! @$ k7 J26 OFDM Technology: Fundamental Principles, Transceiver Design," M! B. n/ m: k$ B# H6 p
and Mobile Applications ................................................................................................... 26-1
5 N$ x, K* j9 o1 c P* GXianbin Wang, Yiyan Wu, and Jean-Yves Chouinard( ?. f( L- e7 I; l V
27 Space–Time Coding ............................................................................................................ 27-1
' P8 [7 p6 q$ t; u# |. YMohanned O. Sinnokrot and Vijay K. Madisetti
! g1 f) [4 Z* ], E28 A Multiplexing Approach to the Construction of High-Rate/ C4 Z1 _' I: y+ D6 {: F
Space–Time Block Codes................................................................................................... 28-1
" o, g( K- O' Z3 k% U7 OMohanned O. Sinnokrot and Vijay K. Madisetti
1 C g4 q2 y. o2 Z4 |' ?9 D0 }29 Soft-Output Detection of Multiple-Input Multiple-Output Channels .................... 29-12 ]. ]; s, d7 B% i7 j0 c
David L. Milliner and John R. Barry0 a0 c- c4 z) S2 _% F4 @2 ^$ x* d V
30 Lattice Reduction–Aided Equalization for Wireless Applications ........................... 30-18 U% _- M# ]3 v: `/ ?
Wei Zhang and Xiaoli Ma5 ]0 u! k! ` \# ?! n6 f) m- S
31 Overview of Transmit Diversity Techniques for Multiple Antenna Systems ....... 31-1
, r( {; `. k; ?9 U% k( L, eD. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos
* V$ f% G1 @; | K: o7 F. dPART V Radar Systems
, _. ^7 u' h, `& yVijay K. Madisetti q$ O0 f4 Y! w
32 Radar Detection ................................................................................................................... 32-1
6 u% v6 V' Y; K: ?# |# @1 OBassem R. Mahafza and Atef Z. Elsherbeni. Y0 V4 T" |; ^# P# E. S
33 Radar Waveforms ................................................................................................................ 33-17 o u8 \) W4 B+ d0 E3 @0 _3 F
Bassem R. Mahafza and Atef Z. Elsherbeni) G, J- I. k: D# l$ l( x
34 High Resolution Tactical Synthetic Aperture Radar ................................................... 34-1
' S4 R' M% t' c) lBassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith' O, l1 L( U/ q/ @: L
PART VI Advanced Topics in Video and Image Processing
/ c7 N$ c$ f' Y3 k t6 Z! w6 RVijay K. Madisetti
* J) Z& I, y/ F j35 3D Image Processing .......................................................................................................... 35-1 L; E1 [* b2 m, ]
André Redert and Emile A. Hendriks
" B2 L9 q2 c8 S8 _: s7 \Index .................................................................................................................................................. I-1 |
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