Title :
Relationship of target identification performance and waveform parameters
Author :
Meimei, Fan ; Dongping, Liao ; Xiaofeng, Ding ; Xiang, Li
Author_Institution :
Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
In this paper, we established rigorous relationship between target recognition performance and the parameters of a fixed waveform via Kullback-Leibler information number of single observation (KLINs). The method we proposed takes advantage of the methodology of sequential hypothesis test. It depicts the target recognition efficiency of certain radar waveform parameter in the metric of average number of necessary signal (ANS) transmission. Compared with the traditional simulation methods in literature, it is a more efficient and valuable one to find the optimum values of a certain waveform parameter. Simulation results about the parameters of LFM signal show the validity of the method.
Keywords :
FM radar; radar target recognition; Kullback-Leibler information number; radar waveform parameters; sequential hypothesis test; target identification; target recognition; Bandwidth; Clutter; Computational modeling; Design automation; Radar; Solid modeling; Target recognition; Kullback-Leibler information number (KLIN); radar waveform parameter; target recognition performance;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5655863