Relay Node Placement in Wireless Sensor Networks with Bounded Transmission Range

被引:0
作者
Cardoso, Diego Giacomelli [1 ]
Nunes de Moraes, Renato Elias [1 ]
机构
[1] Univ Fed Espirito Santo, Dept Comp & Eletron, Sao Mateus, Brazil
来源
2014 BRAZILIAN SYMPOSIUM ON COMPUTER NETWORKS AND DISTRIBUTED SYSTEMS (SBRC) | 2014年
关键词
Sensor networks; Steiner Trees; node placement; network optimization; metaheuristics; GRASP; TOPOLOGY CONTROL; MINIMUM NUMBER; CONNECTIVITY;
D O I
10.1109/SBRC.2014.23
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless sensor networks (WSNs) have been applied to many applications since emerging. The design of a WSN should focus on their performance and lifetime due to the high operational costs caused by the lack of infrastructure and its typical use. In this paper the reduction of the operating cost of WSNs is proposed by limiting the transmission range of the radio transceivers of the network nodes and the insertion of relay nodes. The problem to be solved consists in, given an upper limit of transmission range and the sensor nodes positioned in the plane, computing the minimum number of relays, its position and transmission range and the transmission range of the sensor nodes such that the resulting network is connected and no node exceeds the transmission range limit. Since this problem is NP-complete, this work presents the implementation of a constructive heuristic, a local search algorithm and a GRASP metaheuristic to solve it, showing the effectiveness of the algorithms through computational experiments.
引用
收藏
页码:191 / 198
页数:8
相关论文
共 23 条
  • [1] Wireless sensor networks: a survey
    Akyildiz, IF
    Su, W
    Sankarasubramaniam, Y
    Cayirci, E
    [J]. COMPUTER NETWORKS, 2002, 38 (04) : 393 - 422
  • [2] Approximations for Steiner trees with minimum number of Steiner points
    Chen, DG
    Du, DZ
    Hu, XD
    Lin, GH
    Wang, LS
    Xue, GL
    [J]. JOURNAL OF GLOBAL OPTIMIZATION, 2000, 18 (01) : 17 - 33
  • [3] Relay sensor placement in wireless sensor networks
    Cheng, Xiuzhen
    Du, Ding-Zhu
    Wang, Lusheng
    Xu, Baogang
    [J]. WIRELESS NETWORKS, 2008, 14 (03) : 347 - 355
  • [4] Cormen T., 2001, Introduction to Algorithms
  • [5] Fault-Tolerant Relay Node Placement in Heterogeneous Wireless Sensor Networks
    Han, Xiaofeng
    Cao, Xiang
    Lloyd, Errol L.
    Shen, Chien-Chung
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2010, 9 (05) : 643 - 656
  • [6] Kashyap A, 2006, IEEE INFOCOM SER, P2229
  • [7] Steiner tree problem with minimum number of Steiner points and bounded edge-length
    Lin, GH
    Xue, GL
    [J]. INFORMATION PROCESSING LETTERS, 1999, 69 (02) : 53 - 57
  • [8] Relay node placement in wireless sensor networks
    Lloyd, Errol L.
    Xue, Guoliang
    [J]. IEEE TRANSACTIONS ON COMPUTERS, 2007, 56 (01) : 134 - 138
  • [9] Martins S. L., 1999, Randomization Methods in Algorithm Design. DIMACS Workshop, P133
  • [10] Energy-centric enabling technologies for wireless sensor networks
    Min, R
    Bhardwaj, M
    Cho, SH
    Ickes, N
    Shih, E
    Sinha, A
    Wang, A
    Chandrakasan, A
    [J]. IEEE WIRELESS COMMUNICATIONS, 2002, 9 (04) : 28 - 39