Path Planning of Data Mules in Sensor Networks

作者: Ryo Sugihara , Rajesh K. Gupta

DOI: 10.1145/1993042.1993043

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摘要: We study the problem of planning motion “data mules” for collecting data from stationary sensor nodes in wireless networks. Use mules significantly reduces energy consumption at compared to commonly used multihop forwarding approaches, but has a drawback that it increases latency delivery. Optimizing mules, including path and speed, is critical improving delivery making mule approach more useful practice. In this article, we focus on selection problem: finding optimal so can be minimized. formulate as graph capable expressing benefit larger communication range. The NP-hard present approximation algorithms both single-data case multiple-data case. further consider which have only partial knowledge range, where design semionline improve offline plan using online runtime. Simulation experiments Matlab ns2 demonstrate our produce shorter lengths previously proposed methods, suggesting controlled mobility exploited much effectively.

参考文章(37)
David Culler, Bhaskar Krishnamachari, Deepak Ganesan, Alec Woo, Deborah Estrin, Stephen Wicker, Complex Behavior at Scale: An Experimental Study of Low-Power Wireless Sensor Networks ,(2002)
Catuscia Palamidessi, Rene Sitters, Moti Yung, Nabil H. Mustafa, Khaled Elbassioni, Giuseppe F. Italiano, Luis Caires, Aleksei Fishkin, Luís Monteiro, Approximation algorithms for Euclidean Group TSP Untitled Event. pp. 1115- 1126 ,(2005)
Chi-sheng Shih, Jane W. S. Liu, Infan Kuok Cheong, Scheduling Jobs with Multiple Feasible Intervals embedded and real-time computing systems and applications. pp. 53- 71 ,(2003) , 10.1007/978-3-540-24686-2_4
Ryo Sugihara, Rajesh K. Gupta, Improving the Data Delivery Latency in Sensor Networks with Controlled Mobility Distributed Computing in Sensor Systems. pp. 386- 399 ,(2008) , 10.1007/978-3-540-69170-9_26
Aman Kansal, Arun A. Somasundara, David D. Jea, Mani B. Srivastava, Deborah Estrin, Intelligent fluid infrastructure for embedded networks Proceedings of the 2nd international conference on Mobile systems, applications, and services - MobiSYS '04. pp. 111- 124 ,(2004) , 10.1145/990064.990080
A.A. Somasundara, A. Kansal, D.D. Jea, D. Estrin, M.B. Srivastava, Controllably mobile infrastructure for low energy embedded networks IEEE Transactions on Mobile Computing. ,vol. 5, pp. 958- 973 ,(2006) , 10.1109/TMC.2006.109
Richard M. Karp, A characterization of the minimum cycle mean in a digraph Discrete Mathematics. ,vol. 23, pp. 309- 311 ,(1978) , 10.1016/0012-365X(78)90011-0
Ryo Sugihara, Rajesh K. Gupta, Speed control and scheduling of data mules in sensor networks ACM Transactions on Sensor Networks. ,vol. 7, pp. 1- 29 ,(2010) , 10.1145/1806895.1806899