Research on Uneven Clustering APTEEN in CWSN Based on Ant Colony Algorithm
In this paper, APTEEN is applied to cognitive wireless sensor networks, and an ant colony-based uneven clustering APTEEN algorithm (ACUCAPTEEN) is proposed. The algorithm combines routing and spectrum allocation with cross-layer design method, improves energy efficient uneven clustering protocol and...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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IEEE
2019-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/8888277/ |
| _version_ | 1818665654161506304 |
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| author | Caiqing Wang Shubin Wang |
| author_facet | Caiqing Wang Shubin Wang |
| author_sort | Caiqing Wang |
| collection | DOAJ |
| description | In this paper, APTEEN is applied to cognitive wireless sensor networks, and an ant colony-based uneven clustering APTEEN algorithm (ACUCAPTEEN) is proposed. The algorithm combines routing and spectrum allocation with cross-layer design method, improves energy efficient uneven clustering protocol and introduces it to APTEEN, and uses ant colony algorithm to complete inter-cluster path search, which reduces the task of cluster head. In the candidate cluster head selection process, the residual energy is not considered and the competition radius is fixed, so that the nodes with many idle channels but low residual energy become cluster heads, and the cluster heads far away from the base station still have more intra-cluster tasks with less residual energy. For these problems, an optimized ACUCAPTEEN algorithm(OACUCAPTEEN) is proposed to optimize the candidate cluster heads, the residual energy is taken as a factor of the candidate cluster head probability, and the competition radius is optimized. The simulation results show that the ACUCAPTEEN algorithm and optimization algorithm can reduce the node death rate and extend the network life cycle. |
| first_indexed | 2024-12-17T05:52:04Z |
| format | Article |
| id | doaj.art-f873b87149e94189bf72d92087ef57bd |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-17T05:52:04Z |
| publishDate | 2019-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-f873b87149e94189bf72d92087ef57bd2022-12-21T22:01:08ZengIEEEIEEE Access2169-35362019-01-01716365416366410.1109/ACCESS.2019.29508558888277Research on Uneven Clustering APTEEN in CWSN Based on Ant Colony AlgorithmCaiqing Wang0Shubin Wang1https://orcid.org/0000-0002-5968-6276College of Electronic Information Engineering, Inner Mongolia University, Hohhot, ChinaCollege of Electronic Information Engineering, Inner Mongolia University, Hohhot, ChinaIn this paper, APTEEN is applied to cognitive wireless sensor networks, and an ant colony-based uneven clustering APTEEN algorithm (ACUCAPTEEN) is proposed. The algorithm combines routing and spectrum allocation with cross-layer design method, improves energy efficient uneven clustering protocol and introduces it to APTEEN, and uses ant colony algorithm to complete inter-cluster path search, which reduces the task of cluster head. In the candidate cluster head selection process, the residual energy is not considered and the competition radius is fixed, so that the nodes with many idle channels but low residual energy become cluster heads, and the cluster heads far away from the base station still have more intra-cluster tasks with less residual energy. For these problems, an optimized ACUCAPTEEN algorithm(OACUCAPTEEN) is proposed to optimize the candidate cluster heads, the residual energy is taken as a factor of the candidate cluster head probability, and the competition radius is optimized. The simulation results show that the ACUCAPTEEN algorithm and optimization algorithm can reduce the node death rate and extend the network life cycle.https://ieeexplore.ieee.org/document/8888277/Cognitive wireless sensor networkAPTEENant colony algorithmEEUC algorithm |
| spellingShingle | Caiqing Wang Shubin Wang Research on Uneven Clustering APTEEN in CWSN Based on Ant Colony Algorithm IEEE Access Cognitive wireless sensor network APTEEN ant colony algorithm EEUC algorithm |
| title | Research on Uneven Clustering APTEEN in CWSN Based on Ant Colony Algorithm |
| title_full | Research on Uneven Clustering APTEEN in CWSN Based on Ant Colony Algorithm |
| title_fullStr | Research on Uneven Clustering APTEEN in CWSN Based on Ant Colony Algorithm |
| title_full_unstemmed | Research on Uneven Clustering APTEEN in CWSN Based on Ant Colony Algorithm |
| title_short | Research on Uneven Clustering APTEEN in CWSN Based on Ant Colony Algorithm |
| title_sort | research on uneven clustering apteen in cwsn based on ant colony algorithm |
| topic | Cognitive wireless sensor network APTEEN ant colony algorithm EEUC algorithm |
| url | https://ieeexplore.ieee.org/document/8888277/ |
| work_keys_str_mv | AT caiqingwang researchonunevenclusteringapteenincwsnbasedonantcolonyalgorithm AT shubinwang researchonunevenclusteringapteenincwsnbasedonantcolonyalgorithm |