联合功率与信道的WSN生命期优化博弈算法

郝晓辰; 姚宁; 解力霞; 王姣姣; 王立元

doi:10.11959/j.issn.1000-436x.2019097

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联合功率与信道的WSN生命期优化博弈算法

学术论文 | 更新时间：2024-06-05

- 联合功率与信道的WSN生命期优化博弈算法
- Research on WSN lifetime optimization game algorithm combined power and channel
- 通信学报 2019年40卷第4期页码：62-70
- 作者机构：
  
  1. 燕山大学电气工程学院，河北秦皇岛 066004
  2. 北京交通大学海滨学院，河北黄骅 061199
- 作者简介：
  
  [ "郝晓辰（1980- ），男，河北衡水人，博士，燕山大学教授，主要研究方向为无线传感器网络拓扑控制、无线传感器网络的资源分配。" ]
  [ "姚宁（1989- ），女，河北邢台人，燕山大学博士生，主要研究方向为无线传感器网络的资源分配算法。" ]
  [ "解力霞（1988- ），女，山东菏泽人，燕山大学硕士生，主要研究方向为无线传感器网络的拓扑控制、无线传感器网络的功率与信道联合优化算法。" ]
  [ "王姣姣（1993- ），女，河北邢台人，燕山大学硕士生，主要研究方向为无线传感器网络的拓扑控制、无线传感器网络的分布式资源分配优化算法。" ]
  [ "王立元（1993- ），女，河北衡水人，燕山大学硕士生，主要研究方向为无线传感器网络的资源分配算法。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61403336);国家自然科学基金资助项目(61802333);河北省自然科学基金资助项目(F2015203342);沧州市重点研发计划指导项目基金资助项目(172103004);燕山大学青年教师自主研究计划基金资助项目(15LGB007)
- DOI：10.11959/j.issn.1000-436x.2019097
  中图分类号： TP393
- 网络首发：2019-04，
  
  纸质出版：2019-04-25
- 稿件说明：
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郝晓辰, 姚宁, 解力霞, 等. 联合功率与信道的WSN生命期优化博弈算法[J]. 通信学报, 2019,40(4):62-70.

Xiaochen HAO, Ning YAO, Lixia XIE, et al. Research on WSN lifetime optimization game algorithm combined power and channel[J]. Journal on Communications, 2019, 40(4): 62-70.
郝晓辰, 姚宁, 解力霞, 等. 联合功率与信道的WSN生命期优化博弈算法[J]. 通信学报, 2019,40(4):62-70. DOI： 10.11959/j.issn.1000-436x.2019097.

Xiaochen HAO, Ning YAO, Lixia XIE, et al. Research on WSN lifetime optimization game algorithm combined power and channel[J]. Journal on Communications, 2019, 40(4): 62-70. DOI： 10.11959/j.issn.1000-436x.2019097.

摘要

针对能量与计算能力受限的无线传感器网络因干扰引发能耗增加、网络生命期降低的问题，提出了联合功率控制与信道分配的生命期优化博弈算法——LOAPC。LOAPC探索节点功率与剩余能量对节点干扰的影响，构建干扰影响度量模型，并引入期望传输次数，建立新颖的节点生命期模型。最后，LOAPC 以降低干扰与延长生命期为优化目标，以既保证网络连通又降低能耗功率作为可选功率集合，达到延长网络生命期的效果。仿真结果表明，所提算法具有低干扰、低能耗并有效延长生命期的特性。

Abstract

Due to the problem of shortening the network lifetime which was caused by the big energy consumption for wireless sensor network (WSN) whose energy and computing power was limit

a lifetime optimization game algorithm combined power control and channel allocation (LOAPC) was proposed.The influence of node power and residual energy on the node interference was explored to construct an interference affection measurement model.Then

expected transmission times was introduced to establish a novel node lifetime model.Finally

LOAPC aimed at reducing interference and prolonging lifetime

and the node power was limited by an optional power set which ensured the network connectivity and economized energy consumption

so as to prolong the network lifetime effectively.At the same time

the simulation results show that the algorithm has the characteristics of low interference

low energy consumption and effectively prolonging the lifetime of the network.

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references

付帅 , 姜奇 , 马建峰 . 一种无线传感器网络隐私保护数据聚合方案 [J ] . 计算机研究与发展 , 2016 , 53 ( 9 ): 2030 - 2038 .

FU S , JIANG Q , MA J F . A privacy-preserving data aggregation scheme in wireless sensor networks [J ] . Journal of Computer Research and Development , 2016 , 53 ( 9 ): 2030 - 2038 .

CHEN J M , YU Q , CHENG P , et al . Game theoretical approach for channel allocation in wireless sensor and actuator networks [J ] . IEEE Transactions on Automatic Control , 2012 , 56 ( 10 ): 2332 - 2344 .

KUMAR S A , ILANGO P . The impact of wireless sensor network in the field of precision agriculture:a review [J ] . Wireless Personal Communications , 2018 , 98 ( 1 ): 685 - 698 .

GUO S , ZHAO H , WANG X , et al . Energy-efficient topology control algorithm for maximizing network lifetime in wireless sensor networks with mobile sink [J ] . Applied Soft Computing , 2015 , 34 ( C ): 539 - 550 .

QI N , XIAO M , TSIFTSIS T A . Energy-efficient cooperative network coding with joint scheduling and power allocation [J ] . IEEE Transactions on Communications , 2016 , 64 ( 11 ): 4506 - 4519 .

李小龙 , 冯东磊 , 彭鹏程 . 一种基于势博弈的无线传感器网络拓扑控制算法 [J ] . 物理学报 , 2016 , 65 ( 2 ): 342 - 351 .

LI X L , FENG D L , PENG P C . A potential game based topology control algorithm for wireless sensor networks [J ] . ACTA Physica Sinica , 2016 , 65 ( 2 ): 342 - 351 .

XU M , YANG Q , KWAK K S . Algebraic connectivity aided energy-efficient topology control in selfish ad hoc networks [J ] . Wireless Networks , 2016 , 23 : 1 - 11 .

WAQAS A , MAHMOOD H . A game theoretical approach for topology control in wireless Ad Hoc networks with selfish nodes [J ] . Wireless Personal Communications , 2017 , 96 ( 1 ): 249 - 263 .

郝晓辰 , 姚宁 , 汝小月 , 等 . 基于生命期模型的无线传感器网络信道分配博弈算法 [J ] . 物理学报 , 2015 , 64 ( 14 ): 1 - 11 .

HAO X C , YAO N , RU X Y , et al . Channel allocation game algorithm based on lifetime model in wireless sensor network [J ] . ACTA Physica Sinica , 2015 , 64 ( 14 ): 1 - 11 .

王东 , 邓好 . 优化目标可变的容错三维拓扑控制算法 [J ] . 计算机工程与科学 , 2014 , 36 ( 5 ): 842 - 848 .

WANG D , DENG H . Optimization-variable fault-tolerant three-dimensional topology [J ] . Computer Engineering and Science , 2014 , 36 ( 5 ): 842 - 848 .

HU H Y , JIA Z H , QIN X Z , et al . A dynamic channel allocation algorithm in TD-SCDMA system [J ] . International Journal of Multimedia and Ubiquitous Engineering , 2015 , 10 ( 11 ): 213 - 224 .

KO J G , MISHRA A . DynaChannAl:dynamic channel allocation with minimal end-to-end delay for two-tier wireless sensor networks [J ] . Wireless Communications and Mobile Computing , 2013 , 13 ( 16 ): 1482 - 1497 .

GOEL A , SHEEZAN M , AHMED M . Distributed dynamic channel allocation scheme in interference-limited sectored cellular network [C ] // The 8th International Conference on Computing for Sustainable Global Development . 2014 : 856 - 860 .

LIU H R , XIN M J , LIU W J , et al . Topology control game algorithm of multi-performance cooperative optimization with self-maintaining for WSN [J ] . Wireless Personal Communications , 2017 , 94 ( 3 ): 1237 - 1262 .

HAO X C , RU X Y , LI X D , et al . Joint game algorithm of power control and channel allocation considering channel interval and relay transmission obstacle for WSN [J ] . Wireless Personal Communications , 2016 , 86 ( 2 ): 521 - 548 .

郝晓辰 , 巩倩倩 , 侯爽 , 等 . 无线传感器网络中支持并行传输的信道与功率联合优化博弈算法 [J ] . 电子与信息学报 , 2014 , 36 ( 7 ): 1720 - 1727 .

HAO X C , GONG Q Q , HOU S , et al . Joint channel and power optimal game-theoretic algorithm for concurrent transmission in wireless sensor network [J ] . Journal of Electronics and Information Technology , 2014 , 36 ( 7 ): 1720 - 1727 .

裔传俊 , 刘亮 . 链路质量感知的无线传感器网络生命最大化算法 [J ] . 计算机应用研究 , 2016 , 33 ( 11 ): 3411 - 3416 .

YI C J , LIU L . Link quality-aware algorithms for maximizing lifetime in wireless sensor networks [J ] . Application Research of Computers , 2016 , 33 ( 11 ): 3411 - 3416 .

刘韬 . 无线传感器网络中基于效用模型的分布式功率控制机制 [J ] . 电子学报 , 2016 , 44 ( 2 ): 301 - 307 .

LIU T . A utility model-based distributed power control scheme in wireless sensor networks [J ] . ACTA Electronica Sinica , 2016 , 44 ( 2 ): 301 - 307 .

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