2nd Edition

Sensor Array Signal Processing

By Prabhakar S. Naidu Copyright 2009
556 Pages 230 B/W Illustrations
by CRC Press

556 Pages 230 B/W Illustrations
by CRC Press

556 Pages
by CRC Press

Since publication of the first edition of Sensor Array Signal Processing in 2000, the field it heralded has come of age. Sensor arrays helped usher in the age of wireless communication by meeting the increasing capacity requirements of ever growing wireless networks, but that is only one example of the number of uses served by this valuable technology across any number of fields.... Read more

Chapter One: An Overview of Wavefields

1.1 Types of Wavefields and the Governing Equations

1.2 Wavefield in open space

1.3 Wavefield in bounded space

1.4 Stochastic wavefield

1.5 Multipath propagation

1.6 Propagation through random medium

1.7 Exercises

Chapter Two: Sensor Array Systems

2.1 Uniform linear array (ULA)

2.2 Planar array

2.3 Distributed sensor array

2.4 Broadband sensor array

2.5 Source and sensor arrays

2.6 Multi-component sensor array

2.7 Exercises

Chapter Three: Frequency Wavenumber Processing

3.1 Digital filters in the w-k domain

3.2 Mapping of 1D into 2D filters

3.3 Multichannel Wiener filters

3.4 Wiener filters for ULA and UCA

3.5 Predictive noise cancellation

3.6 Exercises

Chapter Four: Source Localization: Frequency Wavenumber Spectrum

4.1 Frequency wavenumber spectrum

4.2 Beamformation

4.3 Capon's w-k spectrum

4.4 Maximum entropy w-k spectrum

4.5 Doppler-Azimuth Processing

4.6 Exercises

Chapter Five: Source Localization: Subspace Methods

5.1 Subspace methods (Narrowband)

5.2 Subspace methods (Broadband)

5.3 Communication Signals

5.4 Array calibration

5.5 Source in Bounded Space

5.6 Azimuth/Elevation Estimation

5.7 Exercises

Chapter Six: Source Estimation

6.1 Wiener filters

6.2 Minimum variance (Capon method)

6.3 Adaptive beamformation

6.4 Wideband adaptive beamformation

6.5 Frequency Invariant Beamformation

6.6 Exercises

Chapter Seven: Multipath Channel

7.1 Overlapping Echos

7.2 Discrete Channel

7.3 Scatter Channel

7.4 Channel Estimation

7.5 Exercises

Chapter Eight: Wireless Communication

8.1 Beamformation

8.2 Multipath Communication Channel

8.3 Symbol Estimation

8.4 Exercises

Chapter Nine: Tomographic Imaging

9.1 Nondiffracting radiation

9.2 Diffracting radiation

9.3 Broadband illumination

9.4 Reflection tomography

9.5 Object shape estimation

9.6 Exercises

Chapter Ten: Imaging by Wavefield Extrapolation

10.1 Migration

10.2 Exploding reflector model

10.3 Extrapolation in w-k plane

10.4 Focused beam

10.5 Estimation of wave speed

10.6 Exercises

Biography

Prabhakar S. Naidu