Energy-Efficient Localization and Tracking of Mobile Devices in Wireless Sensor Networks

被引:67
|
作者
Zheng, Kan [1 ]
Wang, Huijian [1 ]
Li, Hang [1 ]
Xiang, Wei [2 ]
Lei, Lei [3 ]
Qiao, Jian [4 ]
Shen, Xuemin [4 ]
机构
[1] Beijing Univ Posts & Telecommun, Minist Educ, Key Lab Universal Wireless Commun, Beijing 100088, Peoples R China
[2] James Cook Univ, Coll Sci & Engn, Cairns, Qld 4870, Australia
[3] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
[4] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
基金
中国国家自然科学基金;
关键词
Energy efficiency; localization; ZigBee; TARGET TRACKING;
D O I
10.1109/TVT.2016.2584104
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Wireless sensor networks (WSNs) are effective for locating and tracking people and objects in various industrial environments. Since energy consumption is critical to prolonging the lifespan of WSNs, we propose an energy-efficient LOcalization and Tracking (eLOT) system, using low-cost and portable hardware to enable highly accurate tracking of targets. Various fingerprint based approaches for localization and tracking are implemented in eLOT. To achieve high energy efficiency, a network-level scheme coordinating collision and interference is proposed. On the other hand, based on the location information, mobile devices in eLOT can quickly associate with the specific channel in a given area, while saving energy by avoiding unnecessary transmission. Finally, a platform based on TI CC2530 and the Linux operating system is built to demonstrate the effectiveness of our proposed scheme in terms of localization accuracy and energy efficiency.
引用
收藏
页码:2714 / 2726
页数:13
相关论文
共 50 条
  • [31] Energy-Efficient Predictive Tracking for Continuous Objects in Wireless Sensor Networks
    Hong, Seung-Woo
    Noh, Sung-Kee
    Lee, Euisin
    Park, Soochang
    Kim, Sang-Ha
    [J]. 2010 IEEE 21ST INTERNATIONAL SYMPOSIUM ON PERSONAL INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2010, : 1725 - 1730
  • [32] An Interactive and Energy-efficient Node Localization Scheme for Wireless Sensor Networks
    Xue, Liang
    Yang, Bo
    Guan, Xinping
    Liu, Zhixin
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2013, 69 (04) : 1481 - 1502
  • [33] Optimized Energy-efficient Iterative Distributed Localization for Wireless Sensor Networks
    Mansoor-ul-haque
    Khan, Farrukh Aslam
    Iftikhar, Mohsin
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 1407 - 1412
  • [34] Trapping Mobile Targets in Wireless Sensor Networks: An Energy-Efficient Perspective
    Chen, Jiming
    Li, Junkun
    Lai, Ten H.
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2013, 62 (07) : 3287 - 3300
  • [35] Energy-efficient neighbor discovery protocol for mobile wireless sensor networks
    Kohvakka, Mikko
    Suhonen, Jukka
    Kuorilehto, Mauri
    Kaseva, Ville
    Haennikaeinen, Marko
    Haemaelaeinen, Timo D.
    [J]. AD HOC NETWORKS, 2009, 7 (01) : 24 - 41
  • [36] Energy-Efficient Data Collection by Mobile Sink in Wireless Sensor Networks
    Chen, Tzung-Shi
    Du, Wei-Qing
    Chen, Jen-Jee
    [J]. 2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2019,
  • [37] Energy-efficient routing algorithm for mobile agents in wireless sensor networks
    Dept. of Electronic Eng., Shanghai Jiaotong Univ., Shanghai 200240, China
    不详
    不详
    [J]. Shanghai Jiaotong Daxue Xuebao, 2006, 3 (520-523):
  • [38] Energy-efficient Itinerary Planning for Mobile Agents in Wireless Sensor Networks
    Chen, Min
    Leung, Victor
    Mao, Shiwen
    Kwon, Taekyoung
    Li, Ming
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-8, 2009, : 5026 - +
  • [39] An Energy-Efficient Target-Tracking Strategy for Mobile Sensor Networks
    Mahboubi, Hamid
    Masoudimansour, Walid
    Aghdam, Amir G.
    Sayrafian-Pour, Kamran
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (02) : 511 - 523
  • [40] Enhanced Energy-Efficient and Reliable Routing for Mobile Wireless Sensor Networks
    Varalakshmi, L. M.
    Srividhya, R.
    [J]. PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO'16), 2016,