[PDF][PDF] Dynamic Prediction of Parallel CA-CFAR Processing Performance on Large Datasets

MG Costa, R Machado, FM Bayer - biblioteca.sbrt.org.br
The constant false alarm rate (CFAR) detection theory maintains good decision performance
over statistical interference. For imagery applications, this class of detectors increases the …

Minesweeper: a novel and fast ordered-statistic CFAR algorithm

CL Colena, MJ Russell… - 2020 IEEE High …, 2020 - ieeexplore.ieee.org
A novel algorithm namedMinesweeper'was developed for computing the Ordered Statistic
Constant False Alarm Rate (CFAR) in a computationally efficient and novel way. OS-CFAR …

Improve CFAR algorithm based on closed loop by neural network

GM Hatem, JWA Sadah, J Salman… - 2019 4th Scientific …, 2019 - ieeexplore.ieee.org
In the Constant False Alarm Rate (CFAR) processor, several algorithms can be used to
decide the target in the Cell under Test (CUT) in the detection process stage at the receiver …

A design generator of parametrizable and runtime configurable constant false alarm rate processors

ML Petrović, VM Milovanović - 2021 28th IEEE International …, 2021 - ieeexplore.ieee.org
Constant false alarm rate (CFAR) algorithms are widely used in radar signal processing for
object detection in cluttered and noisy environments and their fast hardware implementation …

An adaptive CFAR detector based on binary neural network and its FPGA implementation

J He, J Wang, B Yang - 2023 - IET
The Constant False Alarm Rate (CFAR) algorithm is a method used for radar target
detection. However, it is designed for specific clutter distributions and radar operation …

GPU-oriented designs of constant false alarm rate detectors for fast target detection in radar images

H Yang, T Zhang, Y He, Y Dan, J Yin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Constant false alarm rate (CFAR) detector is a class of widely used methods for target
detection in radar images. Classical CFAR detectors perform target detection on a pixel-by …

Enhanced parallel CFAR architecture with sharing resources using FPGA

S Msadaa, Y Lahbib, R Djemal… - International Journal of …, 2021 - inderscienceonline.com
The real time CFAR processor needs a very high computational performance. To meet with
the real-time requirements, this paper presents an implementation of a new hardware …

Comparative Performance Analysis of Constant False Alarm Rate Processors Based on Order Statistics

A Akaydın, MK Üner - 2019 11th International Conference on …, 2019 - ieeexplore.ieee.org
In this study, the detection performance of constant false alarm rate (CFAR) processors
based on reference window cells censoring techniques in nonhomogeneous (interfering …

Intelligent Object Detector based on Deep Learning

H Qi, Y Zhao, B Li, C Tang - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
To address the challenge of suboptimal performance in constant false alarm rate (CFAR)
detectors due to statistical model mismatch, an intelligent detector known as RepVGG (Re …

[PDF][PDF] Modified variability-index CFAR detection robust to heterogeneous environment

JW Shin, YK Seo, DW Do, SM Choi… - … Conference on Systems …, 2012 - cspl.pusan.ac.kr
(CFAR) detector dynamically selects one of the mean-level CFAR algorithms based on VI
and mean ratio (MR) test, it is robust to various noise environments. However, the VI CFAR …