1. 重庆理工大学电气与电子工程学院
2. 重庆市能源互联网工程技术研究中心
纸质出版:2025
移动端阅览
杨佳, 余斌, 寇东山, 等. 适用于智能配电网WSNs能耗的分簇路由算法[J]. 传感器与微系统, 2025,(7):139-143.
杨佳, 余斌, 寇东山, 等. 适用于智能配电网WSNs能耗的分簇路由算法[J]. 传感器与微系统, 2025,(7):139-143. DOI: 10.13873/J.1000-9787(2025)07-0139-05.
针对智能配电网中无线传感器网络(WSNs)节点数据传输不可靠且能耗不均的问题,提出一种基于粒子群优化萤火虫的分簇路由算法(PSOFA)。该算法利用PSO算法提高萤火虫的全局搜索能力,克服了萤火虫算法的局限性,并根据节点剩余能量、距离和密度动态选举簇头,均衡簇内负载。数据传输阶段,采用改进的蚁群优化(ACO)算法建立簇间路由,基于能量、距离、角度因子和丢包率建立路径评价函数,使下一跳的选择更有针对性。仿真实验结果表明:相较于UCRA-GSO和FFACM算法,PSOFA性能分别提升了56.9%、21.4%
有效地均衡了网络能耗,延长了网络生命周期。
马兵,刘永刚,韩红安,吕彭民,周强,胡永涛.基于改进镜面反射优化算法的WSNs覆盖优化[J].传感器与微系统,2023(07).
杭超,李刚,包涵,李雯珺,李德仓.基于自适应粒子群优化的WSNs非均匀分簇路由算法[J].传感器与微系统,2023(01).
余修武,秦晓坤,刘永.基于萤火虫算法优化FCM的WSN路由算法[J].北京邮电大学学报,2022(02).
杨佳,伍应旭,许强.WSNs中基于量子蚁群的智能配电网QoS路由算法[J].传感器与微系统,2022(02).
Kamran Rezaei,Hassan Rezaei.An improved firefly algorithm for numerical optimization problems and it’s application in constrained optimization[J].Engineering with Computers,2021.
Piyush Rawat,Siddhartha Chauhan,Rahul Priyadarshi.A Novel Heterogeneous Clustering Protocol for Lifetime Maximization of Wireless Sensor Network[J].Wireless Personal Communications,2020.
Amir Nader Shahbaz,Hamid Barati,Ali Barati.Multipath routing through the firefly algorithm and fuzzy logic in wireless sensor networks[J].Peer-to-Peer Networking and Applications,2020.
Susan Augustine,J.P. Ananth.A modified rider optimization algorithm for multihop routing in WSN[J].International Journal of Numerical Modelling Electronic Networks Devices and Fields,2020.
S. Famila,A. Jawahar.Improved Artificial Bee Colony Optimization-Based Clustering Technique for WSNs[J].Wireless Personal Communications,2020.
Zongshan Wang,Hongwei Ding,Bo Li,Liyong Bao,Zhijun Yang.An Energy Efficient Routing Protocol Based on Improved Artificial Bee Colony Algorithm for Wireless Sensor Networks[J].IEEE Access,2020.
Verma Akshay,Kumar Sunil,Gautam Prateek Raj,Rashid Tarique,Kumar Arvind.Fuzzy Logic based Effective Clustering of Homogeneous Wireless Sensor Networks for Mobile Sink[J].IEEE Sensors Journal,2020.
Yu Xiuwu,Liu Qin,Liu Yong,Hu Mufang,Zhang Ke,Xiao Renrong.Uneven clustering routing algorithm based on glowworm swarm optimization[J].Ad Hoc Networks,2019.
Energy-Efficient Routing Protocol for Wireless Sensor Networks Based on Improved Grey Wolf Optimizer[J].KSII Transactions on Internet and Information Systems,2018.
P. C. Srinivasa Rao,Prasanta K. Jana,Haider Banka.A particle swarm optimization based energy efficient cluster head selection algorithm for wireless sensor networks[J].Wireless Networks,2017.
T. Shankar,S. Shanmugavel,A. Rajesh.Hybrid HSA and PSO algorithm for energy efficient cluster head selection in wireless sensor networks[J].Swarm and Evolutionary Computation,2016.
0
浏览量
9
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621