• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

计算机工程与科学 ›› 2021, Vol. 43 ›› Issue (11): 2063-2068.

• 人工智能与数据挖掘 • 上一篇    下一篇

一种基于区域分裂与合并的势博弈网络拓扑控制算法

魏连锁,陈齐齐,韩建,苏扬   

  1. (齐齐哈尔大学计算机与控制工程学院,黑龙江 齐齐哈尔 161006)
  • 收稿日期:2020-06-09 修回日期:2020-09-16 接受日期:2021-11-25 出版日期:2021-11-25 发布日期:2021-11-23
  • 基金资助:
    国家自然科学基金(61872204);黑龙江省自然科学基金(LH2019F037);研究生创新科研项目(YJSCX2019072,YJSCX20200009)

A topology control algorithm of potential-game network based on region splitting and merging

WEI Lian-suo,CHEN Qi-qi,HAN  Jian,SU Yang#br#

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  1. (School of Computer and Control Engineering,Qiqihar University,Qiqihar 161006,China)

  • Received:2020-06-09 Revised:2020-09-16 Accepted:2021-11-25 Online:2021-11-25 Published:2021-11-23

摘要: 现有无线传感器网络拓扑控制算法在传感器节点部署密集或稀疏区域存在网络拓扑链路冗余、个别节点负载过重、瓶颈节点和网络生命周期短等问题。针对这些问题,提出一种基于区域分裂与合并的势博弈网络拓扑控制算法,该算法首先划分目标区域并随机抛洒传感器节点,在每个子区域内进行博弈并选出簇首节点,利用区域分裂与合并思想,在节点密集区域进行分割再博弈,防止部分节点负载过大,在节点稀疏区域利用权重链路进行合并,防止出现瓶颈节点以保障网络连通;然后对所有簇首节点实施二次势博弈生成簇首拓扑结构连接各子区域。仿真结果表明,该算法能够有效缓解节点负载,均衡节点能耗,延长网络生命周期。

关键词: 无线传感器网络, 势博弈, 分裂与合并, 拓扑控制

Abstract: Existing wireless sensor network topology control algorithms have problems such as network topology link redundancy, excessive node load, bottleneck nodes, and short network life cycle in areas where sensor nodes are densely or sparsely deployed. Aiming at this problem, a potential game topology control algorithm based on region split and merge is proposed. The algorithm first divides the monitored target area and randomly sprinkles the sensor nodes, and performs a network topology game in each divided sub-area and selects the cluster head node. The idea of region splitting and merging is used to perform segmentation and game in dense node areas to prevent some nodes from being overload- ed, and weighted links in sparse node areas are used to do merging to prevent bottleneck nodes and guarantee the network connectivity. Then, a second potential game is implemented on all cluster head nodes to generate a cluster head topology to connect the sub-regions. Simulation results show that the algorithm can effectively alleviate node load, extend network life, and balance node energy consumption.


Key words: wireless sensor network, potential game, split and merge, topology control