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8 - Joint design of transmit sequence and receive filter

from Part I - Aperiodic correlation synthesis

Published online by Cambridge University Press:  05 August 2012

Hao He
Affiliation:
University of Florida
Jian Li
Affiliation:
University of Florida
Petre Stoica
Affiliation:
Uppsala Universitet, Sweden
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Summary

There has been a long-standing interest in designing radar transmit signals and receive filters jointly for clutter/interference rejection; see, e.g., [Rummler 1967][DeLong Jr. & Hofstetter 1967][Spafford 1968][Stutt & Spafford 1968][Blunt & Gerlach 2006][Kay 2007] and [Stoica, Li & Xue 2008]. Clutter (or reverberation in sonar terminology) refers to unwanted echoes that are usually correlated with the transmitted signal, while interference is a term used for noise as well as (adverse) jamming signals. Since the negative impact from clutter and interference should be minimized at the receiver side, a natural criterion for designing transmit signals and receive filters would be to maximize the signal-to-clutter-plus-interference ratio (SCIR) of the receiver output at the time of target detection.

It is well known that a matched filter maximizes the signal-to-noise ratio (SNR) in the presence of additive white noise (see Chapter 1). The matched filter can be implemented as a correlator that multiplies the received signal with a delayed replica of the transmitted signal. The peak of the receiver output indicates the time delay of the target signal. If the received signal also has a Doppler frequency shift due to the relative movement between the target and the platform, a bank of filters is needed, each of which is matched to a specific Doppler frequency.

A matched filter is not able to take care of clutter or jamming suppression, a feature that is left to the transmit signal design.

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Chapter
Information
Waveform Design for Active Sensing Systems
A Computational Approach
, pp. 123 - 146
Publisher: Cambridge University Press
Print publication year: 2012

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