[1]王田,彭臻,洪晓华,等.无线传感器网络中的移动式目标跟踪[J].华侨大学学报(自然科学版),2016,37(6):737-742.[doi:10.11830/ISSN.1000-5013.201606015]
 WANG Tian,PENG Zhen,HONG Xiaohua,et al.Mobility-Assisted Target Tracking in Wireless Sensor Networks[J].Journal of Huaqiao University(Natural Science),2016,37(6):737-742.[doi:10.11830/ISSN.1000-5013.201606015]
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无线传感器网络中的移动式目标跟踪()
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《华侨大学学报(自然科学版)》[ISSN:1000-5013/CN:35-1079/N]

卷:
第37卷
期数:
2016年第6期
页码:
737-742
栏目:
出版日期:
2016-11-20

文章信息/Info

Title:
Mobility-Assisted Target Tracking in Wireless Sensor Networks
文章编号:
1000-5013(2016)06-0737-06
作者:
王田 彭臻 洪晓华 蔡奕侨 陈永红 田晖
华侨大学 计算机科学与技术学院, 福建 厦门 361021
Author(s):
WANG Tian PENG Zhen HONG Xiaohua CAI YiqiaoCHEN Yonghong TIAN Hui
College of Computer Science and Technology, Huaqiao University, Xiamen 361021, China
关键词:
无线传感器网络 移动式监测 目标跟踪 节能
Keywords:
wireless sensor networks mobile tracking target tracking energy saving
分类号:
TP393
DOI:
10.11830/ISSN.1000-5013.201606015
文献标志码:
A
摘要:
针对传统无线传感器网络进行移动目标跟踪时能耗过高的问题,提出一种基于移动节点和固定节点协同工作的移动式目标跟踪算法.在传统的由固定节点组成的无线传感器网络中加入少量移动节点,对移动目标进行持续性跟踪.通过移动节点和普通固定节点之间的配合,提高监测质量和容错性,在满足既定监测质量要求的前提下,尽可能地减少参与监测的普通固定活跃节点的数量.仿真实验结果表明:所提出的跟踪方法可以有效地降低固定节点的能耗,延长网络生存期.
Abstract:
In order to solving the high energy consumption problem for traditional wireless sensor networks to track mobile targets, this paper proposes a novel mobility-assisted target tracking algorithm, in which mobile sensors and fixed sensors can work collaboratively at the same time. A few of mobile sensor nodes are introduced into traditional sensor networks, which consist of fixed sensor nodes, for continuously tracking the targets. Through the cooperation between mobile sensors and fixed sensors, the detection quality and fault tolerance can be improved. When the established threshold of detection quality is guaranteed, the number of active fixed sensor nodes joined in tracking is limited as much as possible. Simulation results show that the proposed method can effectively reduce the energy consumption of fixed sensors and so prolong the lifetime of the networks.

参考文献/References:

[1] 任丰原,黄海宁,林闯.无线传感器网络[J].软件学报,2003,14(7):1282-1291.
[2] AKYILDIZ I F,SU Weilian,SANKARASUBRAMANIAM Y,et al.Wireless sensor networks: A survey [J].Computer Networks,2002,38(4):393-422.
[3] 韩红彦,张西红,王卫国,等.WSN 的关键问题及军事应用[J].科学技术与工程,2007,7(7):65-67.
[4] 刘文军,樊建席,李春胜,等.基于 ZigBee 无线传感器网络的智能交通系统设计[J].传感技术学报,2013,26(12):1747-1751.
[5] 徐晓英,徐宁.改变未来世界的“智能尘埃”[J].现代军事,2003(12):59-61.
[6] 李春林,程健.工业自动化领域中的无线技术[J].工业仪表与自动化装置,2007(1):15-17.
[7] CULLER D E,MULDER H.Smart sensors to network the world[J].Scientific American,2004,290(6):84-91.
[8] NADERAN M,DEHGHAN M,PEDRAM H,et al.Survey of mobile object tracking protocols in wireless sensor networks: A network-centric perspective[J].International Journal of Ad Hoc and Ubiquitous Computing,2012,11(1):34-63.
[9] DEMIGHA O,HIDOUCI W K,AHMED T.On energy efficiency in collaborative target tracking in wireless sensor network: A review[J].Communications Surveys and Tutorials,2013,15(3):1210-1222.
[10] BHUIYAN M Z A.Prediction-based energy-efficient target tracking protocol in wireless sensor networks[J].Journal of Central South University of Technology,2010,17(2):340-348.
[11] JIANG Bo,RAVINDRAN B,CHO H.Probability-based prediction and sleep scheduling for energy-efficient target tracking in sensor networks[J].Transactions on Mobile Computing,2013,12(4):735-747.
[12] LEMBKE K,KIETLINSKI L,GOLANSKI M,et al.RoboMote: Mobile autonomous hardware platform for wireless ad-hoc sensor networks[C]//IEEE International Symposium on Industrial Electronics(ISIE).Gdansk:IEEE Press,2011:940-944.
[13] TAN Rui,XING Guoliang,WANG Jianping,et al.Exploiting reactive mobility for collaborative target detection in wireless sensor networks[J].Transactions on Mobile Computing,2010,9(3):317-332.
[14] 王章权,陈友荣,尉理哲,等.优化网络生存时间的 Sink 节点移动路径选择算法[J].传感技术学报,2014,27(3):409-415.
[15] CLOUQUEUR T,SALIJA K K,RAMANATHAN P.Fault tolerance in collaborative sensor networks for target detection[J].Transactions on Computers,2004,53(3):320-333.
[16] FUEMMELER J A,VEERAVALLI V V.Smart sleeping policies for energy efficient tracking in sensor networks[J].Transactions on Signal Processing,2008,56(5):2091-2101.

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备注/Memo

备注/Memo:
收稿日期: 2014-11-22
通信作者: 王田(1982-),男,讲师,博士,主要从事无线传感器网络、移动计算的研究.E-mail:wsnman@gmail.com.
基金项目: 国家自然科学基金资助项目(61202468, 61370007, 61302094, 61305085, 61572206); 福建省自然科学基金资助项目(2014J01240)
更新日期/Last Update: 2016-11-20