Array Signal Processing PDF

by S. Unnikrishna Pillai

Part of the Signal Processing and Digital Filtering series

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Description

This book is intended as an introduction to array signal process- ing, where the principal objectives are to make use of the available multiple sensor information in an efficient manner to detect and possi- bly estimate the signals and their parameters present in the scene.

The advantages of using an array in place of a single receiver have extended its applicability into many fields including radar, sonar, com- munications, astronomy, seismology and ultrasonics.

The primary emphasis here is to focus on the detection problem and the estimation problem from a signal processing viewpoint.

Most of the contents are derived from readily available sources in the literature, although a cer- tain amount of original material has been included.

This book can be used both as a graduate textbook and as a reference book for engineers and researchers.

The material presented here can be readily understood by readers having a back- ground in basic probability theory and stochastic processes.

A prelim- inary course in detection and estimation theory, though not essential, may make the reading easy.

In fact this book can be used in a one semester course following probability theory and stochastic processes.