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
NLM
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