Title :
Multisensor measurement data association and its performance analysis
Author :
Chengyou, Yin ; Jianhua, Zhang
Author_Institution :
Hefei Electron. Technol. Inst., China
Abstract :
In this paper, the multiple hypotheses testing (MHT) data association method is derived for a multisensor system based on the priori information of the detection performance of each sensor, and its performance is analyzed in detail. The detection and false alarm probabilities for multisensor system are explicitly defined for the first time, and a calculation example and computer simulations are provided, which demonstrates that the agreement between the theoretical analysis and computer simulations is excellent
Keywords :
array signal processing; probability; radar detection; radar signal processing; radar tracking; target tracking; computer simulations; detection probability; false alarm probability; multiple hypotheses testing; multisensor measurement data association; multisensor system; performance analysis; radar target tracking; sensor detection performance; space surveillance systems; Computer simulation; Data engineering; Electronic equipment testing; Information analysis; Multisensor systems; Noise measurement; Performance analysis; Sensor systems; Surveillance; System testing;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.893489
