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基于節(jié)點休眠的水下無線傳感器網(wǎng)絡(luò)覆蓋保持分簇算法

刁鵬飛,  王艷嬌

刁鵬飛, 王艷嬌. 基于節(jié)點休眠的水下無線傳感器網(wǎng)絡(luò)覆蓋保持分簇算法[J]. 電子與信息學(xué)報, 2018, 40(5): 1101-1107. doi: 10.11999/JEIT170787
引用本文: 刁鵬飛, 王艷嬌. 基于節(jié)點休眠的水下無線傳感器網(wǎng)絡(luò)覆蓋保持分簇算法[J]. 電子與信息學(xué)報, 2018, 40(5): 1101-1107. doi: 10.11999/JEIT170787
DIAO Pengfei, WANG Yanjiao. Coverage-preserving Clustering Algorithm for Underwater Sensor Networks Based on the Sleeping Mechanism[J]. Journal of Electronics & Information Technology, 2018, 40(5): 1101-1107. doi: 10.11999/JEIT170787
Citation: DIAO Pengfei, WANG Yanjiao. Coverage-preserving Clustering Algorithm for Underwater Sensor Networks Based on the Sleeping Mechanism[J]. Journal of Electronics & Information Technology, 2018, 40(5): 1101-1107. doi: 10.11999/JEIT170787

基于節(jié)點休眠的水下無線傳感器網(wǎng)絡(luò)覆蓋保持分簇算法

doi: 10.11999/JEIT170787
基金項目: 

東北林業(yè)大學(xué)雙一流人才引進項目，國家自然科學(xué)基金(61501107)

Coverage-preserving Clustering Algorithm for Underwater Sensor Networks Based on the Sleeping Mechanism

Funds: 

Northeast Forestry University Double Top Talent Introduction Project, The National Natural Science Foundation of China (61501107)

  • 摘要: 為有效延長水下無線傳感器網(wǎng)絡(luò)的生命周期、保持網(wǎng)絡(luò)覆蓋率，該文提出一種基于節(jié)點休眠的覆蓋保持分簇算法。首先計算網(wǎng)絡(luò)節(jié)點的覆蓋冗余度，并對覆蓋冗余度高的節(jié)點執(zhí)行休眠策略，然后以網(wǎng)絡(luò)覆蓋率及節(jié)點能耗均衡性為目標，采用多目標算法進行求解，再利用TOPSIS法從非支配解集中選出較優(yōu)解，當有節(jié)點死亡時，通過喚醒策略保持網(wǎng)絡(luò)覆蓋率。仿真結(jié)果表明，與目前較好的網(wǎng)絡(luò)規(guī)劃算法相比，該文算法能夠更好地降低網(wǎng)絡(luò)能耗，延長網(wǎng)絡(luò)生命周期并保持網(wǎng)絡(luò)對環(huán)境的覆蓋率。
    Abstract: A new network deployment algorithm is proposed for the problem of low network lifetime and low network coverage of underwater sensor networks. Firstly, the node which has a higher network coverage redundancy should be asleep. Then the network coverage and energy consumption will be set as the objective functions. And the multi-objective optimization algorithm will be adopted to optimize it. At last, the TOPSIS is used to select the best solution from the Non-dominated solution set. If any node is dead, the sleeping nodes in the near dead node will be waken up to preserve the coverage. The results demonstrate that the proposed algorithm outperform the existing algorithms in terms of various performance metrics including energy consumption and the coverage.
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出版歷程
  • 收稿日期:  2017-08-04
  • 修回日期:  2018-01-15
  • 刊出日期:  2018-05-19

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