DocumentCode :
3317244
Title :
Target tracking in a WSN with directional sensors using electronic beam steering
Author :
Kumar, A. Anand ; Sivalingam, Krishna M.
Author_Institution :
Dept. of CSE, Indian Inst. of Technol. Madras, Chennai, India
fYear :
2012
fDate :
3-7 Jan. 2012
Firstpage :
1
Lastpage :
10
Abstract :
Target tracking is one of the major applications of Wireless Sensor Networks (WSN). In traditional target tracking with directional sensors, the target can be detected only when it is in the field of view (FoV) of a sensor. The target´s track is obtained with the help of filtering algorithms/techniques at the base station (BS). These techniques sometimes lead to incorrect location estimation of the target due to measurement errors and noise. It is ideally required that the main sensing lobe/FoV of the sensor follow the target, whenever the target is in the FoV of the sensor. Based on the above considerations, this paper proposes an efficient solution to target tracking with the help of beam steering enabled directional sensors mounted on the nodes for tracking the targets. At every step of beam steering, the sensor node updates the location of the target to the nearest cluster head or base station. Each sensor will continuously monitor the target till it crosses the FoV or sensing range of the sensor. The proposed method has been implemented in OMNeT++ and the performance of the algorithm has been evaluated with directional active and passive sensors. Different target mobilities and different sensor FoV angles have been considered. The results show that the proposed method successfully tracked the target and located the target at every instant of time. Directional active sensors yield more accurate results when compared to passive sensors. It was also seen that the location accuracy of the target was mainly dependent on the FoV angle and FoV/sensing radius of the sensor.
Keywords :
beam steering; filtering theory; target tracking; wireless sensor networks; FoV-sensing radius; OMNeT++; WSN; active sensors; base station; cluster head; directional sensors; electronic beam steering; filtering algorithms; measurement errors; passive sensors; sensor FoV angles; sensor field-of-view; sensor node; target location estimation; target mobilities; target tracking; wireless sensor networks; Antenna radiation patterns; Beam steering; Mechanical sensors; Sensor phenomena and characterization; Target tracking; Wireless sensor networks; Beam Steering; Directional Sensors; Target Tracking; Wireless Sensor Networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Systems and Networks (COMSNETS), 2012 Fourth International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4673-0296-8
Electronic_ISBN :
978-1-4673-0297-5
Type :
conf
DOI :
10.1109/COMSNETS.2012.6151338
Filename :
6151338
Link To Document :
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