DV-Hop based localization algorithm using node negotiation and multiple communication radii for wireless sensor network

被引:0
作者
Yuxiao Cao
Ying Qian
Zhen Wang
机构
[1] Nanjing Institute of Technology,School of Computer Engineering
[2] Huizhou University,School of Information Science and Technology
来源
Wireless Networks | 2023年 / 29卷
关键词
Wireless sensor network; Localization; Multiple communication radii; Combinatorial optimization problem; Binary particle swarm optimization;
D O I
暂无
中图分类号
学科分类号
摘要
Nodes localization has been a critical subject in wireless sensor network (WSN) field. As far as existing localization algorithms are concerned, distance vector hop (DV-Hop) has the advantages of no extra hardware and implementation simplicity, however its localization accuracy cannot meet some specific requirements. In order to enhance the accuracy of WSN nodes localization, a DV-Hop based localization algorithm based on nodes negotiation and multi communication radii (NNMCR DV-Hop) is proposed in this paper. Firstly, the hop counts between WSN nodes is modified from an integer to a decimal by changing communication radius of anchor nodes through nodes negotiation. By refining the hop counts, the accuracy of the estimated distance from the unknown to the anchor nodes is improved. Secondly, the calculation of the average hop size of the anchor node is abstracted into a combinatorial optimization problem which is solved by using binary particle swarm optimization (BPSO) to improve the accuracy of the estimated distance which is between the anchor and the unknown node. Finally, when calculating the coordinates of unknown nodes, only the anchor nodes with smaller hop counts are selected to participate in the calculation. Simulation experiments show that compared with the original DV-Hop as well as other improved algorithms based on DV-Hop, NNMCR DV-Hop greatly improves the localization accuracy of unknown nodes without additional hardware.
引用
收藏
页码:3493 / 3513
页数:20
相关论文
共 93 条
[11]  
Amutha J(2018)A high accurate localization algorithm with DV-Hop and differential evolution for wireless sensor network Applied Soft Computing 68 39-521
[12]  
Sharma S(2013)Angle and ranging based localization method for ad hoc network The Journal of Supercomputing 64 507-4679
[13]  
Nagar J(2017)Performance enhancement of TOA localized wireless sensor networks Wireless Personal Communications 95 4667-6386
[14]  
Haseeb K(2013)Trilateration based localization algorithm for wireless sensor network International Journal of Science and Modern Engineering (IJISME) 1 2319-5083
[15]  
Ud Din I(2019)Localization in three-dimensional wireless sensor networks: A survey The Journal of Supercomputing 75 5040-167
[16]  
Almogren A(2002)GPS-free positioning in mobile ad hoc networks Cluster Computing 5 157-666
[17]  
Islam N(2018)A hybrid DV-hop algorithm using RSSI for localization in large-scale wireless sensor networks Sensors 18 1469-86
[18]  
Sharma N(2019)On improved DV-Hop localization algorithm for accurate node localization in wireless sensor networks Chinese Journal of Electronics 28 658-1320
[19]  
Bhatt R(2019)A multi-objective DV-Hop localization algorithm based on NSGA-II in internet of things Mathematics 7 184-236
[20]  
Rashid B(2020)Improvement of DV-Hop localization algorithm for randomly deployed wireless sensor networks Telecommunication Systems 73 75-15