Title :
Optimization of a monobit FFT radar interceiver using a genetic algorithm
Author :
Gomez-Garcia, Roberto ; Burgos-Garcia, Mateo
Author_Institution :
Univ. Politecnica de Madrid, Spain
Abstract :
Real-time implementation of electronic warfare digital receivers is strongly constrained by the limited operation rate of data processing blocks. This problem can be partially overcome by using monobit DFT instead of a conventional DFT algorithm. The main disadvantage of the monobit approximation lies in the increase of false alarm probability (PFA). An alternative data processing block based on a filter bank is proposed. This is achieved by means of a genetic algorithm optimization of the monobit DFT filter bank. PD-PFA (detection probability - false alarm probability) performance of the digital receiver using the optimized filter bank is also discussed.
Keywords :
channel bank filters; discrete Fourier transforms; electronic warfare; genetic algorithms; probability; radar detection; radar receivers; radar signal processing; data processing blocks; detection probability; digital receiver; electronic warfare digital receivers; false alarm probability; filter bank; genetic algorithm; monobit DFT; monobit FFT radar interceiver optimization; monobit approximation; Band pass filters; Data processing; Electronic warfare; Filter bank; Filtering algorithms; Frequency; Genetic algorithms; Radar; Radio spectrum management; Telecommunications;
Conference_Titel :
Radar Conference, 2004. Proceedings of the IEEE
Print_ISBN :
0-7803-8234-X
DOI :
10.1109/NRC.2004.1316476