DocumentCode :
2735767
Title :
On the detection of intelligent mobile targets in a mobile sensor network
Author :
Abdel Rahman, Mohammad J. ; Abu-El-Haija, Ahmad I. ; Al-Najjar, Hazem M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Arizona, Tucson, AZ, USA
fYear :
2011
fDate :
4-8 July 2011
Firstpage :
1268
Lastpage :
1275
Abstract :
We consider the problem of intelligent mobile target detection in a mobile sensor network, where targets have higher sensing ranges and speeds than the sensors. (i) We propose novel algorithms for the sensors to detect targets with larger sensing ranges and speeds than the sensors. Also, our algorithms can achieve much faster detection for the targets than the most recent algorithm in the literature. (ii) In case of targets with lower speeds than the sensors, we propose a simple coordination framework between the targets. (iii) We propose new performance measures to evaluate target detection systems, namely, the coverage area of the targets and the collected information by the targets about the surveillance area. According to these metrics, we show by simulation that our sensors movement strategies, and by using a comparable number of sensors, can solve the open problem and no target can evade from being detected irrespective of its sensing range and speed, and within an adaptable detection time. Our simulation also shows that our simple targets coordination strategy gives much better performance than the independent targets in terms of the above metrics.
Keywords :
intelligent sensors; mobile radio; object detection; performance evaluation; intelligent mobile target detection; mobile sensor network; performance measurement evaluation; simple coordination framework; target coordination strategy; Algorithm design and analysis; Mobile communication; Mobile computing; Object detection; Robot sensing systems; Surveillance; cooperative systems; intelligent robots; mobile robots; object detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-9539-9
Type :
conf
DOI :
10.1109/IWCMC.2011.5982722
Filename :
5982722
Link To Document :
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