Energy-Balanced Separating Algorithm for Cluster-Based Data Aggregation in Wireless Sensor Networks
Clustering provides an effective way to prolong the lifetime of wireless sensor networks. However, the head node may die much faster than other nodes due to its overburden. In this paper, we design a method to mitigate the uneven energy dissipation problem. Considering the relaying load undertaken b...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
|
| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2013/570805 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832547904585203712 |
|---|---|
| author | Shuai Fu Jianfeng Ma Hongtao Li Changguang Wang |
| author_facet | Shuai Fu Jianfeng Ma Hongtao Li Changguang Wang |
| author_sort | Shuai Fu |
| collection | DOAJ |
| description | Clustering provides an effective way to prolong the lifetime of wireless sensor networks. However, the head node may die much faster than other nodes due to its overburden. In this paper, we design a method to mitigate the uneven energy dissipation problem. Considering the relaying load undertaken by each cluster, we use the network topology and energy consumption to calculate a cluster radius for obtaining the intercluster energy balancing. A new cluster-leader election algorithm is proposed wherein the task of a single cluster head is separated to two nodes so that the critical nodes in each cluster will not exhaust their power so quickly. Furthermore, cross-level data transmission is used to prolong network lifetime. Extensive simulation experiments are carried out to evaluate the method with several performance criteria. Our simulation results show that this method obtains satisfactory performance on balancing energy dissipation and prolonging the networks lifetime. |
| format | Article |
| id | doaj-art-2bf8b12021cc4ed09b93b652197f265b |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-2bf8b12021cc4ed09b93b652197f265b2025-02-03T06:43:00ZengWileyInternational Journal of Distributed Sensor Networks1550-14772013-01-01910.1155/2013/570805Energy-Balanced Separating Algorithm for Cluster-Based Data Aggregation in Wireless Sensor NetworksShuai Fu0Jianfeng Ma1Hongtao Li2Changguang Wang3 School of Computer Science and Technology, Xidian University, Xi'an 710071, China School of Computer Science and Technology, Xidian University, Xi'an 710071, China School of Computer Science and Technology, Xidian University, Xi'an 710071, China College of Information Technology, Hebei Normal University, Shijiazhuang 050016, ChinaClustering provides an effective way to prolong the lifetime of wireless sensor networks. However, the head node may die much faster than other nodes due to its overburden. In this paper, we design a method to mitigate the uneven energy dissipation problem. Considering the relaying load undertaken by each cluster, we use the network topology and energy consumption to calculate a cluster radius for obtaining the intercluster energy balancing. A new cluster-leader election algorithm is proposed wherein the task of a single cluster head is separated to two nodes so that the critical nodes in each cluster will not exhaust their power so quickly. Furthermore, cross-level data transmission is used to prolong network lifetime. Extensive simulation experiments are carried out to evaluate the method with several performance criteria. Our simulation results show that this method obtains satisfactory performance on balancing energy dissipation and prolonging the networks lifetime.https://doi.org/10.1155/2013/570805 |
| spellingShingle | Shuai Fu Jianfeng Ma Hongtao Li Changguang Wang Energy-Balanced Separating Algorithm for Cluster-Based Data Aggregation in Wireless Sensor Networks International Journal of Distributed Sensor Networks |
| title | Energy-Balanced Separating Algorithm for Cluster-Based Data Aggregation in Wireless Sensor Networks |
| title_full | Energy-Balanced Separating Algorithm for Cluster-Based Data Aggregation in Wireless Sensor Networks |
| title_fullStr | Energy-Balanced Separating Algorithm for Cluster-Based Data Aggregation in Wireless Sensor Networks |
| title_full_unstemmed | Energy-Balanced Separating Algorithm for Cluster-Based Data Aggregation in Wireless Sensor Networks |
| title_short | Energy-Balanced Separating Algorithm for Cluster-Based Data Aggregation in Wireless Sensor Networks |
| title_sort | energy balanced separating algorithm for cluster based data aggregation in wireless sensor networks |
| url | https://doi.org/10.1155/2013/570805 |
| work_keys_str_mv | AT shuaifu energybalancedseparatingalgorithmforclusterbaseddataaggregationinwirelesssensornetworks AT jianfengma energybalancedseparatingalgorithmforclusterbaseddataaggregationinwirelesssensornetworks AT hongtaoli energybalancedseparatingalgorithmforclusterbaseddataaggregationinwirelesssensornetworks AT changguangwang energybalancedseparatingalgorithmforclusterbaseddataaggregationinwirelesssensornetworks |