A General CA-CFAR Performance Analysis for Weibull-Distributed Clutter Environments

Author(s)

Jimenez Jimenez, Lenin Patricio ; Almeida Garcia, Fernando Dario ; Luna Alvarado, Maria Cecilia ; Fraidenraich, Gustavo ; de Lima, Eduardo Rodrigues

• Document type: Journal article
• Source: IEEE Geoscience and Remote Sensing Letters; v. 19, p. 5-pg., 2022-01-01.

Abstract

In this letter, we provide a general cell-averaging constant false alarm rate (CA-CFAR) performance analysis considering homogeneous Weibull-distributed clutter environments. To do so, we provide generalized expressions for the probability of detection (PD) and probability of false alarm (PFA). Notably, these expressions permit arbitrary values for the shape parameter of the Weibull interference. So far, all CA-CFAR performance analyses were carried out by setting the shape parameter of the Weibull samples within the CFAR window equal to one, which narrows the overall evaluation spectrum. In this study, we allow the shape parameter to take values greater than or equal to one-regime of paramount importance in many practical applications-and still manage to derive manageable and easy-to-implement solutions. All our expressions are confirmed via Monte-Carlo simulations. Numerical results indicate that radar detection is improved as the shape parameter increases. (AU)

• FAPESP's process: 21/03923-9 - An improved framework for sums of Gaussian-class random variables with applications to radar and communication systems
• Grantee: Fernando Darío Almeida García
• Support Opportunities: Scholarships in Brazil - Post-Doctoral