Relay Node Deployment Algorithm in Heterogeneous Wireless Sensor Networks
To relieve the network congestion caused by the large number of nodes deployed in Wireless Sensor Networks(WSNs),this paper proposes a relay node deployment algorithm based on node weight and edge length to reduce the number of network nodes.The deployment mode of relay nodes is improved in heteroge...
| Published in: | Jisuanji gongcheng |
|---|---|
| Main Author: | |
| Format: | Article |
| Language: | English |
| Published: |
Editorial Office of Computer Engineering
2020-12-01
|
| Subjects: | |
| Online Access: | https://www.ecice06.com/fileup/1000-3428/PDF/20201223.pdf |
| _version_ | 1848649696885604352 |
|---|---|
| author | MA Qianli, YUAN Yi, SHEN Zhaohui |
| author_facet | MA Qianli, YUAN Yi, SHEN Zhaohui |
| author_sort | MA Qianli, YUAN Yi, SHEN Zhaohui |
| collection | DOAJ |
| container_title | Jisuanji gongcheng |
| description | To relieve the network congestion caused by the large number of nodes deployed in Wireless Sensor Networks(WSNs),this paper proposes a relay node deployment algorithm based on node weight and edge length to reduce the number of network nodes.The deployment mode of relay nodes is improved in heterogeneous environment.The edges are weighted based on the distance between two nodes and the properties of the nodes,and then are sorted according to their weight and side length.By using the Minimum Spanning Tree(MST) algorithm and the graph increment theory,the joining conditions of relay nodes are changed,and the relay nodes are added in an iterative manner to reduce the number of relay nodes in the same environment.Results of different scales of simulation experiments show that compared with GA-RD and IWGA-RD algorithm,the proposed algorithm has fewer relay nodes and better network performance.In the case of large sample,it can significantly reduce the network loads and deployment cost. |
| format | Article |
| id | doaj-5f3c07a3f7ed4e0895095cbc1afc445d |
| institution | Directory of Open Access Journals |
| issn | 1000-3428 |
| language | English |
| publishDate | 2020-12-01 |
| publisher | Editorial Office of Computer Engineering |
| record_format | Article |
| spelling | doaj-5f3c07a3f7ed4e0895095cbc1afc445d2025-11-03T05:53:35ZengEditorial Office of Computer EngineeringJisuanji gongcheng1000-34282020-12-01461217117810.19678/j.issn.1000-3428.0056264Relay Node Deployment Algorithm in Heterogeneous Wireless Sensor NetworksMA Qianli, YUAN Yi, SHEN Zhaohui01. School of Computer and Information Technology, Shanxi University, Taiyuan 030006, China;2. Taiyuan Ouryear Science and Technology Development Co., Ltd., Taiyuan 030006, ChinaTo relieve the network congestion caused by the large number of nodes deployed in Wireless Sensor Networks(WSNs),this paper proposes a relay node deployment algorithm based on node weight and edge length to reduce the number of network nodes.The deployment mode of relay nodes is improved in heterogeneous environment.The edges are weighted based on the distance between two nodes and the properties of the nodes,and then are sorted according to their weight and side length.By using the Minimum Spanning Tree(MST) algorithm and the graph increment theory,the joining conditions of relay nodes are changed,and the relay nodes are added in an iterative manner to reduce the number of relay nodes in the same environment.Results of different scales of simulation experiments show that compared with GA-RD and IWGA-RD algorithm,the proposed algorithm has fewer relay nodes and better network performance.In the case of large sample,it can significantly reduce the network loads and deployment cost.https://www.ecice06.com/fileup/1000-3428/PDF/20201223.pdfwireless sensor networks(wsns)|relay node|deployment strategy|network connectivity|heterogeneous networks |
| spellingShingle | MA Qianli, YUAN Yi, SHEN Zhaohui Relay Node Deployment Algorithm in Heterogeneous Wireless Sensor Networks wireless sensor networks(wsns)|relay node|deployment strategy|network connectivity|heterogeneous networks |
| title | Relay Node Deployment Algorithm in Heterogeneous Wireless Sensor Networks |
| title_full | Relay Node Deployment Algorithm in Heterogeneous Wireless Sensor Networks |
| title_fullStr | Relay Node Deployment Algorithm in Heterogeneous Wireless Sensor Networks |
| title_full_unstemmed | Relay Node Deployment Algorithm in Heterogeneous Wireless Sensor Networks |
| title_short | Relay Node Deployment Algorithm in Heterogeneous Wireless Sensor Networks |
| title_sort | relay node deployment algorithm in heterogeneous wireless sensor networks |
| topic | wireless sensor networks(wsns)|relay node|deployment strategy|network connectivity|heterogeneous networks |
| url | https://www.ecice06.com/fileup/1000-3428/PDF/20201223.pdf |
| work_keys_str_mv | AT maqianliyuanyishenzhaohui relaynodedeploymentalgorithminheterogeneouswirelesssensornetworks |
