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On the False Alarm Rate of Adaptive Detection Algorithms for Channel Matrix-Based Cognitive Radar/Sonar

Publication ,  Conference
Ali, T; Cochran, D; Richmond, CD
Published in: Conference Record - Asilomar Conference on Signals, Systems and Computers
January 1, 2022

In this work, we derive an analytical expression for the probability of false alarm for the generalized likelihood ratio test (GLRT) in the channel matrix-based sonar/radar framework when the waveform-independent colored noise (WICN) covariance is assumed known. The derived expression is independent of the noise covariance and proves that the GLRT exhibits the constant probability of false alarm (CFAR) property. Monte Carlo simulations are performed to check the validity of the derived expression.

Duke Scholars

Published In

Conference Record - Asilomar Conference on Signals, Systems and Computers

DOI

ISSN

1058-6393

Publication Date

January 1, 2022

Volume

2022-October

Start / End Page

1126 / 1130
 

Citation

APA
Chicago
ICMJE
MLA
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Ali, T., Cochran, D., & Richmond, C. D. (2022). On the False Alarm Rate of Adaptive Detection Algorithms for Channel Matrix-Based Cognitive Radar/Sonar. In Conference Record - Asilomar Conference on Signals, Systems and Computers (Vol. 2022-October, pp. 1126–1130). https://doi.org/10.1109/IEEECONF56349.2022.10051887
Ali, T., D. Cochran, and C. D. Richmond. “On the False Alarm Rate of Adaptive Detection Algorithms for Channel Matrix-Based Cognitive Radar/Sonar.” In Conference Record - Asilomar Conference on Signals, Systems and Computers, 2022-October:1126–30, 2022. https://doi.org/10.1109/IEEECONF56349.2022.10051887.
Ali T, Cochran D, Richmond CD. On the False Alarm Rate of Adaptive Detection Algorithms for Channel Matrix-Based Cognitive Radar/Sonar. In: Conference Record - Asilomar Conference on Signals, Systems and Computers. 2022. p. 1126–30.
Ali, T., et al. “On the False Alarm Rate of Adaptive Detection Algorithms for Channel Matrix-Based Cognitive Radar/Sonar.” Conference Record - Asilomar Conference on Signals, Systems and Computers, vol. 2022-October, 2022, pp. 1126–30. Scopus, doi:10.1109/IEEECONF56349.2022.10051887.
Ali T, Cochran D, Richmond CD. On the False Alarm Rate of Adaptive Detection Algorithms for Channel Matrix-Based Cognitive Radar/Sonar. Conference Record - Asilomar Conference on Signals, Systems and Computers. 2022. p. 1126–1130.

Published In

Conference Record - Asilomar Conference on Signals, Systems and Computers

DOI

ISSN

1058-6393

Publication Date

January 1, 2022

Volume

2022-October

Start / End Page

1126 / 1130