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