Topology Control for Guaranteed Connectivity Provisioning in Heterogeneous Sensor Networks

被引:8
作者
Li, Xiaolong [1 ]
Cai, Jun [2 ]
Zhang, Hong [2 ]
机构
[1] Guilin Univ Elect Technol, Guangxi Key Lab Trusted Software, Guilin, Peoples R China
[2] Univ Manitoba, Dept Elect & Comp Engn, Winnipeg, MB R3T 5V6, Canada
关键词
Sensor network; topology control; heterogeneous connectivity; maximum flow; judgment theory; POWER OPTIMIZATION; CONTROL ALGORITHMS; WIRELESS; COMMUNICATION; ASSIGNMENT; DESIGN; GRAPH;
D O I
10.1109/JSEN.2016.2549543
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
Topology control is important for heterogeneous sensor networks in order to minimize the total network power consumption under the constraint that all sensor nodes' connectivity requirements are satisfied. To address this issue, an optimization problem is first formulated, which is formally proved to be NP-hard. For practical applications, an effective solution, named topology adaptation algorithm (TAA), is proposed. TAA adopts both graph theory and maximum flow theory to find prespecified node disjoint paths with low time complexity and high network power efficiency. In order to further save the network power consumption, a judgment theory is proposed to remove any unnecessary long edges at the beginning without affecting network connectivity. Both theoretical and numeric results show that the proposed topology control algorithm can outperform counterparts in terms of the total network power consumption, the percentage of supernodes achieving k-connectivity, the average degree of nodes, and the average length of paths.
引用
收藏
页码:5060 / 5071
页数:12
相关论文
共 41 条
  • [1] [Anonymous], 2010, INT J COMPUTER SCI I
  • [2] [Anonymous], 1956, Canadian Journal of Mathematics, DOI 10.4153/CJM-1956-045-5
  • [3] A Distributed Fault-Tolerant Topology Control Algorithm for Heterogeneous Wireless Sensor Networks
    Bagci, Hakki
    Korpeoglu, Ibrahim
    Yazici, Adnan
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2015, 26 (04) : 914 - 923
  • [4] Bhandari R., 1999, SURVIVABLE NETWORKS
  • [5] Topology design for on-demand dual-path routing in wireless networks
    Carvalho, Marco
    Sorokin, Alexey
    Boginski, Vladimir
    Balasundaram, Balabhaskar
    [J]. OPTIMIZATION LETTERS, 2013, 7 (04) : 695 - 707
  • [6] A Survey of Recent Developments in Home M2M Networks
    Chen, Min
    Wan, Jiafu
    Gonzalez, Sergio
    Liao, Xiaofei
    Leung, Victor C. M.
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2014, 16 (01): : 98 - 114
  • [7] Independent Directed Acyclic Graphs for Resilient Multipath Routing
    Cho, Sangman
    Elhourani, Theodore
    Ramasubramanian, Srinivasan
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2012, 20 (01) : 153 - 162
  • [8] On the power assignment problem in radio networks
    Clementi, AEF
    Penna, P
    Silvestri, R
    [J]. MOBILE NETWORKS & APPLICATIONS, 2004, 9 (02) : 125 - 140
  • [9] Edge-and Node-Disjoint Paths in P Systems
    Dinneen, Michael J.
    Kim, Yun-Bum
    Nicolescu, Radu
    [J]. ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, 2010, (40): : 121 - 141
  • [10] AN APPLICATION OF SUBMODULAR FLOWS
    FRANK, A
    TARDOS, E
    [J]. LINEAR ALGEBRA AND ITS APPLICATIONS, 1989, 114 : 329 - 348