DocumentCode :
2063349
Title :
Novel strategy for underwater noncoherent detection fusion using multi-sensor
Author :
Xu, Zhenhua ; Huang, Jianguo ; Wang, Huihui ; Zhang, Qunfei
Author_Institution :
Coll. of Marine Eng., Northwestern Polytech. Univ., Xi´´an, China
fYear :
2011
fDate :
14-16 Sept. 2011
Firstpage :
1
Lastpage :
4
Abstract :
In this paper, we consider the underwater noncoherent detection fusion problem, where multiple sensors are used to determine the true state of target. we propose a novel strategy for underwater noncoherent detection fusion using multi-sensor, considering that multiple access schemes are able to offer high efficiency in bandwidth usage and consume less energy than parallel access channels, we introduce the multiple access scheme to the underwater target detection fusion field. The model of distributed detection fusion based on multiple access scheme is established, the energy of information received by the noncoherent detection fusion center is established as detection statistic, also with the Neyman-pearson rule, the closed expressions of detection probability and false alarm probability for fusion system are obtained. Numerical simulation results show that with the proposed new strategy we could improve the detection performance effectively under a given lower false alarm probability, the proposed method has high theoretical reference value to the establishment of remote underwater target detection system.
Keywords :
numerical analysis; object detection; sensor fusion; underwater acoustic communication; Neyman-Pearson rule; bandwidth usage; detection probability; detection statistic; distributed detection fusion; false alarm probability; multiple access schemes; multisensor; numerical simulation; remote underwater target detection; true target state; underwater noncoherent detection fusion; underwater target detection fusion; Fading; Sensor fusion; Sensor systems; Signal to noise ratio; Wireless sensor networks; Neyman-pearson rule; multiple access channel; noncoherent detection fusion; target detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Communications and Computing (ICSPCC), 2011 IEEE International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4577-0893-0
Type :
conf
DOI :
10.1109/ICSPCC.2011.6061558
Filename :
6061558
Link To Document :
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