A noble approach of ACO algorithm for WSN
In energy compelled wireless sensor networks (WSNs), the means by which to perform effectual routing is among the main focuses. A noble approach of ant colony optimization (ACO) algorithm for discovering the optimum route in the WSNs for data transmission is proposed here for enhancement and optimiz...
| Main Authors: | , , |
|---|---|
| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE Explore
2018
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/67821/ http://irep.iium.edu.my/67821/1/67821_A%20Noble%20Approach%20of%20ACO%20Algorithm%20for%20WSN.pdf http://irep.iium.edu.my/67821/7/67821_A%20Noble%20Approach%20of%20ACO%20Algorithm%20for%20WSN_scopus.pdf |
| _version_ | 1848786831975383040 |
|---|---|
| author | Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A. |
| author_facet | Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A. |
| author_sort | Sharmin, Afsah |
| building | IIUM Repository |
| collection | Online Access |
| description | In energy compelled wireless sensor networks (WSNs), the means by which to perform effectual routing is among the main focuses. A noble approach of ant colony optimization (ACO) algorithm for discovering the optimum route in the WSNs for data transmission is proposed here for enhancement and optimization considering the issue of path selection to reach the nodes. Using the proposed ACO algorithm and considering both the node mobility and the existing energy of the nodes, an optimum route and best cost from the originating node to the target node can be detected. The proposed algorithm has been simulated and verified utilizing MATLAB and the simulation results demonstrate that new ant colony optimization based algorithm can achieve better performance and faster convergence to determine the best cost route. |
| first_indexed | 2025-11-14T17:15:18Z |
| format | Proceeding Paper |
| id | iium-67821 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:15:18Z |
| publishDate | 2018 |
| publisher | IEEE Explore |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-678212019-08-08T03:38:30Z http://irep.iium.edu.my/67821/ A noble approach of ACO algorithm for WSN Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A. T Technology (General) TK5101 Telecommunication. Including telegraphy, radio, radar, television In energy compelled wireless sensor networks (WSNs), the means by which to perform effectual routing is among the main focuses. A noble approach of ant colony optimization (ACO) algorithm for discovering the optimum route in the WSNs for data transmission is proposed here for enhancement and optimization considering the issue of path selection to reach the nodes. Using the proposed ACO algorithm and considering both the node mobility and the existing energy of the nodes, an optimum route and best cost from the originating node to the target node can be detected. The proposed algorithm has been simulated and verified utilizing MATLAB and the simulation results demonstrate that new ant colony optimization based algorithm can achieve better performance and faster convergence to determine the best cost route. IEEE Explore 2018 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/67821/1/67821_A%20Noble%20Approach%20of%20ACO%20Algorithm%20for%20WSN.pdf application/pdf en http://irep.iium.edu.my/67821/7/67821_A%20Noble%20Approach%20of%20ACO%20Algorithm%20for%20WSN_scopus.pdf Sharmin, Afsah and Anwar, Farhat and Motakabber, S. M. A. (2018) A noble approach of ACO algorithm for WSN. In: 7th International Conference on Computer and Communication Engineering (ICCCE) 2018, 19th-20th September 2018, Kuala Lumpur. https://ieeexplore.ieee.org/document/8539295 10.1109/ICCCE.2018.8539295 |
| spellingShingle | T Technology (General) TK5101 Telecommunication. Including telegraphy, radio, radar, television Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A. A noble approach of ACO algorithm for WSN |
| title | A noble approach of ACO algorithm for WSN |
| title_full | A noble approach of ACO algorithm for WSN |
| title_fullStr | A noble approach of ACO algorithm for WSN |
| title_full_unstemmed | A noble approach of ACO algorithm for WSN |
| title_short | A noble approach of ACO algorithm for WSN |
| title_sort | noble approach of aco algorithm for wsn |
| topic | T Technology (General) TK5101 Telecommunication. Including telegraphy, radio, radar, television |
| url | http://irep.iium.edu.my/67821/ http://irep.iium.edu.my/67821/ http://irep.iium.edu.my/67821/ http://irep.iium.edu.my/67821/1/67821_A%20Noble%20Approach%20of%20ACO%20Algorithm%20for%20WSN.pdf http://irep.iium.edu.my/67821/7/67821_A%20Noble%20Approach%20of%20ACO%20Algorithm%20for%20WSN_scopus.pdf |