Title :
Research on recognition algorithm of moving-target on the battlefield
Author :
Feng, Zhu ; Dou Lihua ; Guosheng, Yang ; Wenjie, Chen
Author_Institution :
Dept. of Autom. Control, Beijing Inst. of Technol., China
Abstract :
A new target recognition algorithm based on the combination of radar and acoustic sensors is proposed in this paper. Firstly, the velocity, the first dominant frequency and the second dominant frequency of the target are taken as effective characteristics, and then the expression of the basic probability assignment function for the target character is obtained though fuzzy inference. Secondly, D-S evidential reasoning is applied to the combination of characteristics to get the reliable recognition of the target. Lastly, simulation is performed on the new algorithm, and the simulation results prove the algorithm is effective.
Keywords :
acoustic signal processing; case-based reasoning; image motion analysis; military computing; object recognition; probability; radar imaging; sensor fusion; target tracking; uncertainty handling; D-S evidential reasoning; acoustic sensor; battlefield; first dominant frequency; fuzzy inference; moving target recognition algorithm; probability assignment function; radar sensor; second dominant frequency; simulation; velocity; Acoustic sensors; Automatic control; Character recognition; Frequency; Fuzzy control; Fuzzy reasoning; Inference algorithms; Intelligent control; Radar; Target recognition;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1020003