DocumentCode
3337955
Title
Network-assisted target tracking via smart local routing
Author
O´Kane, Jason M. ; Xu, Wenyuan
Author_Institution
Dept. of Comput. Sci. & Eng., Univ. of South Carolina, Columbia, SC, USA
fYear
2010
fDate
18-22 Oct. 2010
Firstpage
4818
Lastpage
4823
Abstract
Target tracking problems have been extensively studied for both robots and sensor networks. In this paper, we consider a target tracking problem in which a sensorless tracking robot must maintain close proximity to an unpredictably moving target. To assist the robot, a network of sensor nodes, each equipped with a binary proximity sensor, is spread through the environment. This architecture has the benefit of eliminating the need for information-rich sensors on the tracker, while supplying it with nonlocal observations of the target. However, it also introduces new complications due to the mobility of the tracker and the energy limitations of the sensor nodes. To address these issues, we present algorithms that allow both the tracker and the sensor nodes to maintain partial information about the target´s location. The contribution of this work is an algorithm that manages the propagation of information across this network, making message delivery decisions on-the-fly, based on each message´s informative value for the tracker. We present an implementation along with simulation results. The results show that our system achieves both good tracking precision and low energy consumption in both start-up and steady state phases of the problem, and that its performance is superior to that of earlier methods for this problem.
Keywords
energy consumption; mobile robots; multi-robot systems; path planning; target tracking; wireless sensor networks; binary proximity sensor; energy consumption; message delivery; network-assisted target tracking; robot networks; sensor networks; sensorless tracking robot; smart local routing; tracker mobility;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location
Taipei
ISSN
2153-0858
Print_ISBN
978-1-4244-6674-0
Type
conf
DOI
10.1109/IROS.2010.5651729
Filename
5651729
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