Carrier-based Sensor Deployment by a Mobile Robot for Wireless Sensor Networks

被引:0
作者
Wang, Zhengjie [1 ,3 ]
Zhao, Xiaoguang [2 ]
Wang, Zhengjie [1 ,3 ]
Qian, Xu [3 ]
机构
[1] Shandong Univ Sci & Technol, Coll Informat & Elect Engn, Qingdao, Peoples R China
[2] Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China
[3] China Univ Min & Technol Beijing, Sch Mech Elect & Informat Engn, Beijing, Peoples R China
来源
2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS & VISION (ICARCV) | 2012年
基金
国家高技术研究发展计划(863计划); 中国国家自然科学基金;
关键词
carrier-based sensor placement; wireless sensor networks; mobile robots; sensor reloading;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a realistic wireless sensor deployment strategy by which mobile robot deploys sensor nodes when it moves along the linear backbone network with some branches. Because of its finite load capacity, the robot has to repeatedly move back to the position where all sensors are temporarily stored and reload sensor nodes, which leads to the robot has to travel the path many times and consumes more energy. We present a Shortest Traveling Path for Robot (STPR) algorithm by which the robot can reduce the traveling path and achieve the required coverage. All nodes are stored at the temporary starting point and mobile robot continuously loads sensors and moves to the destination, dropping some sensor to meet the basic coverage and connectivity requirements. The mobile robot arrives at the far intersection and deploys sensors along the branches in accordance with the algorithm rules, and then returns the recent branch when having enough sensors. Otherwise the robot moves back and deploys sensors on the back path. The robot reloads sensors and repeats the deployment process until all the branches and backbone is finished. The paper proves that the algorithm is effective compared with the common methods. Simulation results show that the algorithm effectively reduces the moving distance at the randomly generated network.
引用
收藏
页码:1663 / 1668
页数:6
相关论文
共 20 条
  • [1] Optimal Control-Based Strategy for Sensor Deployment
    Ababnah, Ahmad
    Natarajan, Balasubramaniam
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2011, 41 (01): : 97 - 104
  • [2] Wireless sensor networks: a survey
    Akyildiz, IF
    Su, W
    Sankarasubramaniam, Y
    Cayirci, E
    [J]. COMPUTER NETWORKS, 2002, 38 (04) : 393 - 422
  • [3] The design and analysis of an efficient local algorithm for coverage and exploration based on sensor network deployment
    Batalin, Maxim A.
    Sukhatme, Gaurav S.
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2007, 23 (04) : 661 - 675
  • [4] An Obstacle-Free and Power-Efficient Deployment Algorithm for Wireless Sensor Networks
    Chang, Chih-Yung
    Sheu, Jang-Ping
    Chen, Yu-Chieh
    Chang, Sheng-Wen
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2009, 39 (04): : 795 - 806
  • [5] Obstacle-Resistant Deployment Algorithms for Wireless Sensor Networks
    Chang, Chih-Yung
    Chang, Chao-Tsun
    Chen, Yu-Chieh
    Chang, Hsu-Ruey
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2009, 58 (06) : 2925 - 2941
  • [6] On Data Collection Using Mobile Robot in Wireless Sensor Networks
    Chen, Tzung-Cheng
    Chen, Tzung-Shi
    Wu, Ping-Wen
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2011, 41 (06): : 1213 - 1224
  • [7] Localization and navigation assisted by networked cooperating sensors and robots
    Corke, P
    Peterson, R
    Rus, D
    [J]. INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2005, 24 (09) : 771 - 786
  • [8] Autonomous deployment and repair of a sensor network using an unmanned aerial vehicle
    Corke, P
    Hrabar, S
    Peterson, R
    Rus, D
    Saripalli, S
    Sukhatme, G
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, : 3602 - 3608
  • [9] Carrier-Based Focused Coverage Formation in Wireless Sensor and Robot Networks
    Falcon, Rafael
    Li, Xu
    Nayak, Amiya
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 56 (10) : 2406 - 2417
  • [10] Fletcher G., 2010, Proc. of IEEE Sensor Mesh and Ad Hoc Communications and Networking (SECON), P1