Localization Services in Hybrid Self-organizing Networks

被引:0
作者
Vegni, Anna Maria [1 ]
Carli, Marco [1 ]
Neri, Alessandro [1 ]
机构
[1] Univ Roma TRE, Dept Appl Elect, Rome, Italy
来源
2010 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION | 2010年
关键词
Localization; Extended Kalman Filtering; indoor; outdoor; self-organizing network;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we present a localization technique for tracking and positioning services in self-organizing hybrid networks, where both indoor and outdoor scenarios coexist. In the proposed framework, outdoor anchor nodes act as reference nodes for estimating the position of mobile nodes, which are moving in a neighboring indoor region. The mobile nodes share some location information for estimating their own position by using flooding communication scheme. Communications between mobile nodes are allowed by IEEE 802.16e technology. The outdoor reference nodes are equipped with Global Positioning Service network interface card. The cooperation among mobile and reference nodes, and the self-organizing network behavior guarantee fast positioning estimate. The accuracy of localization measurement-in terms of position and speed uncertainty-is assessed through the Dilution of Precision factor. Moreover, to minimize position and speed estimation errors of each node, an Extended Kalman Filtering technique is adopted. Simulation results demonstrate the effectiveness of the proposed approach.
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页数:7
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共 17 条
  • [1] Wireless sensor networks: a survey
    Akyildiz, IF
    Su, W
    Sankarasubramaniam, Y
    Cayirci, E
    [J]. COMPUTER NETWORKS, 2002, 38 (04) : 393 - 422
  • [2] [Anonymous], 802162004 IEEE
  • [3] [Anonymous], 2003, Proceedings of the 1st International Conference on Embedded Networks Sensor Systems (SenSys'03), DOI DOI 10.1145/958491.958508
  • [4] Fine-grained network time synchronization using reference broadcasts
    Elson, J
    Girod, L
    Estrin, D
    [J]. USENIX ASSOCIATION PROCEEDINGS OF THE FIFTH SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION, 2002, : 147 - 163
  • [5] Engee P. K., 1994, International Journal of Wireless Information Networks, V1, P83, DOI 10.1007/BF02106512
  • [6] Fernandez-Garcia J.A.R.a.M., 2007, Synthesis, Properties, and Applications of Oxide Nanomaterials, P1
  • [7] A survey on wireless position estimation
    Gezici, Sinan
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2008, 44 (03) : 263 - 282
  • [8] Gonzalez J., 2007, P IEEE INT S INTELLI, P1
  • [9] Mobile positioning using wireless networks
    Gustafsson, F
    Gunnarsson, F
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2005, 22 (04) : 41 - 53
  • [10] Location systems for ubiquitous
    Hightower, J
    Borriello, G
    [J]. COMPUTER, 2001, 34 (08) : 57 - +