Energy Efficient Precise Localization in WSNs

被引:0
作者
Taheri, Mostafa [1 ]
Motamedi, Ahmad [1 ]
机构
[1] Amirkabir Univ Technol, Dept Elect Engn, Tehran, Iran
关键词
Localization; Wireless Sensor Networks (WSNs); Time of Arrival (TOA); Cramer Rao Bound (CRB); Energy Consumption; Virtual Multiple Input Multiple Output (VMIMO); WIRELESS-SENSOR-NETWORKS; ALGORITHMS; SCHEME; SYSTEM;
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
Due to energy limitation in WSN, any algorithm used in these systems should be energy efficient. Increasing accuracy of localization in Wireless Sensor Networks (WSNs) has been widely studied, without paying attention to energy consumption. In this paper, the accuracy of localization is increased by accurately measuring the distance between the sensors connected to the patients as nodes of a WSN. Limit error in Multiple Input Multiple Output (MIMO) has been calculated by CRB method. Simulation results approve the proposed relation. By using a so called Virtual MIMO (VMIMO) technique, it is shown that both distance estimation error and energy consumption are decreased. Optimum selection of the number of the transmitter and receiver nodes is achieved by the lowest possible energy consumption. Mathematical relation between energy consumption and localization error is presented and then verified by simulation. Using VMIMO decreases power of transmitters and this in turn will result in decreasing destructive effects of electromagnetic waves on patients.
引用
收藏
页码:51 / 68
页数:18
相关论文
共 34 条
  • [1] [Anonymous], 2008, Ultra-Wideband Positioning Systems: Theoretical Limits, Ranging Algorithms, and Protocols
  • [2] Anchor-Guiding Mechanism for Beacon-Assisted Localization in Wireless Sensor Networks
    Chang, Chao-Tsun
    Chang, Chih-Yung
    Lin, Chih-Yu
    [J]. IEEE SENSORS JOURNAL, 2012, 12 (05) : 1098 - 1111
  • [3] Chen YF, 2014, AD HOC SENS WIREL NE, V21, P219
  • [4] Dardari D, 2012, SATELLITE AND TERRESTRIAL RADIO POSITIONING TECHNIQUES: A SIGNAL PROCESSING PERSPECTIVE, P1
  • [5] Ding J., 2010, COMMUNICATION TECHNO, P809
  • [6] Dogan G., 2016, SURVEY PROVENANCE WI, P31
  • [7] Duman T.M., 2007, Coding for MIMO Communication Systems
  • [8] Energy-Efficient Protocol for Cooperative Networks
    Elhawary, Mohamed
    Haas, Zygmunt J.
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2011, 19 (02) : 561 - 574
  • [9] Eslaminejad M, 2013, AD HOC SENS WIREL NE, V17, P103
  • [10] Ranging in a single-input multiple-output (SIMO) system
    Gezici, Sinan
    Sahinoglu, Zafer
    [J]. IEEE COMMUNICATIONS LETTERS, 2008, 12 (03) : 197 - 199