Advanced Radar Detection Schemes Under Mismatched Signal Models

Language: English

Published by Springer, Springer Feb 2009, 2009

3031014049 / 9783031014048

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This item is printed on demand - Print on Demand Titel. Neuware -Adaptive detection of signals embedded in correlated Gaussian noise has been an active field of research in the last decades. This topic is important in many areas of signal processing such as, just to give some examples, radar, sonar, communications, and hyperspectral imaging. Most of the existing adaptive algorithms have been designed following the lead of the derivation of Kelly's detector which assumes perfect knowledge of the target steering vector. However, in realistic scenarios, mismatches are likely to occur due to both environmental and instrumental factors. When a mismatched signal is present in the data under test, conventional algorithms may suffer severe performance degradation. The presence of strong interferers in the cell under test makes the detection task even more challenging. An effective way to cope with this scenario relies on the use of 'tunable' detectors, i.e., detectors capable of changing their directivity through the tuning of proper parameters. The aim of this book is to present some recent advances in the design of tunable detectors and the focus is on the so-called two-stage detectors, i.e., adaptive algorithms obtained cascading two detectors with opposite behaviors. We derive exact closed-form expressions for the resulting probability of false alarm and the probability of detection for both matched and mismatched signals embedded in homogeneous Gaussian noise. It turns out that such solutions guarantee a wide operational range in terms of tunability while retaining, at the same time, an overall performance in presence of matched signals commensurate with Kelly's detector. Table of Contents: Introduction / Adaptive Radar Detection of Targets / Adaptive Detection Schemes for Mismatched Signals / Enhanced Adaptive Sidelobe Blanking Algorithms / ConclusionsSpringer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 108 pp. Englisch.

Seller Inventory # 9783031014048

Title
Advanced Radar Detection Schemes Under Mismatched Signal Models
Author
Francesco Bandiera
Publisher
Springer, Springer Feb 2009
Publication year
2009
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031014049
ISBN 13
9783031014048
Item weight
219 grams
Dimensions
235x191x7 mm

buchversandmimpf2000

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