ENERGY BALANCED AND EFFICIENT CLUSTERING METHOD FOR WIRELESS SENSOR NETWORKS
In this paper the energy balanced and efficient clustering method based on balance of energy consumption of nodes in WSN is proposed, which may be applied to any WSN. The almost static centralized protocol that differs from previous methods is proposed, the main feature of which is that the sinks tr...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
ICT Academy of Tamil Nadu
2017-12-01
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| Series: | ICTACT Journal on Communication Technology |
| Subjects: | |
| Online Access: | http://ictactjournals.in/ArticleDetails.aspx?id=3266 |
| _version_ | 1818475619031187456 |
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| author | Yong Chan Lee Yong Hak Sin Won Chol Jang Un Kyong Choe |
| author_facet | Yong Chan Lee Yong Hak Sin Won Chol Jang Un Kyong Choe |
| author_sort | Yong Chan Lee |
| collection | DOAJ |
| description | In this paper the energy balanced and efficient clustering method based on balance of energy consumption of nodes in WSN is proposed, which may be applied to any WSN. The almost static centralized protocol that differs from previous methods is proposed, the main feature of which is that the sinks transmit most of control message and process most of data. First, EBEC method is proposed, which optimizes by considering energy consumption on transmitting and receiving data, energy consumption on the reclustering and hot-spot problem that be optimized individually in previous works. In order to implement this method, VW BAK-C algorithm is used by introducing the concept of variable weighted Euclid distance to k-clustering algorithm. Second, the previous clustering methods are classified into random method and the method based on QoS according to the characteristic of cluster head rotation, and average of total energy consumption of nodes is analyzed mathematically. The proposed method is compared and analyzed. Third, the performance of the proposed method is evaluated by comparing with other clustering methods through simulation. |
| first_indexed | 2024-12-10T09:15:02Z |
| format | Article |
| id | doaj.art-f8629d5d62e5407fac29320026e1ee2c |
| institution | Directory Open Access Journal |
| issn | 0976-0091 2229-6948 |
| language | English |
| last_indexed | 2024-12-10T09:15:02Z |
| publishDate | 2017-12-01 |
| publisher | ICT Academy of Tamil Nadu |
| record_format | Article |
| series | ICTACT Journal on Communication Technology |
| spelling | doaj.art-f8629d5d62e5407fac29320026e1ee2c2022-12-22T01:54:54ZengICT Academy of Tamil NaduICTACT Journal on Communication Technology0976-00912229-69482017-12-01841640164910.21917/ijct.2017.0241ENERGY BALANCED AND EFFICIENT CLUSTERING METHOD FOR WIRELESS SENSOR NETWORKSYong Chan Lee0Yong Hak Sin1Won Chol Jang2Un Kyong Choe3Kim Il Sung University, Democratic People’s Republic of KoreaKim Il Sung University, Democratic People’s Republic of KoreaKim Il Sung University, Democratic People’s Republic of KoreaKim Il Sung University, Democratic People’s Republic of KoreaIn this paper the energy balanced and efficient clustering method based on balance of energy consumption of nodes in WSN is proposed, which may be applied to any WSN. The almost static centralized protocol that differs from previous methods is proposed, the main feature of which is that the sinks transmit most of control message and process most of data. First, EBEC method is proposed, which optimizes by considering energy consumption on transmitting and receiving data, energy consumption on the reclustering and hot-spot problem that be optimized individually in previous works. In order to implement this method, VW BAK-C algorithm is used by introducing the concept of variable weighted Euclid distance to k-clustering algorithm. Second, the previous clustering methods are classified into random method and the method based on QoS according to the characteristic of cluster head rotation, and average of total energy consumption of nodes is analyzed mathematically. The proposed method is compared and analyzed. Third, the performance of the proposed method is evaluated by comparing with other clustering methods through simulation.http://ictactjournals.in/ArticleDetails.aspx?id=3266WSNEBECClusteringQoSEnergy Consumption |
| spellingShingle | Yong Chan Lee Yong Hak Sin Won Chol Jang Un Kyong Choe ENERGY BALANCED AND EFFICIENT CLUSTERING METHOD FOR WIRELESS SENSOR NETWORKS ICTACT Journal on Communication Technology WSN EBEC Clustering QoS Energy Consumption |
| title | ENERGY BALANCED AND EFFICIENT CLUSTERING METHOD FOR WIRELESS SENSOR NETWORKS |
| title_full | ENERGY BALANCED AND EFFICIENT CLUSTERING METHOD FOR WIRELESS SENSOR NETWORKS |
| title_fullStr | ENERGY BALANCED AND EFFICIENT CLUSTERING METHOD FOR WIRELESS SENSOR NETWORKS |
| title_full_unstemmed | ENERGY BALANCED AND EFFICIENT CLUSTERING METHOD FOR WIRELESS SENSOR NETWORKS |
| title_short | ENERGY BALANCED AND EFFICIENT CLUSTERING METHOD FOR WIRELESS SENSOR NETWORKS |
| title_sort | energy balanced and efficient clustering method for wireless sensor networks |
| topic | WSN EBEC Clustering QoS Energy Consumption |
| url | http://ictactjournals.in/ArticleDetails.aspx?id=3266 |
| work_keys_str_mv | AT yongchanlee energybalancedandefficientclusteringmethodforwirelesssensornetworks AT yonghaksin energybalancedandefficientclusteringmethodforwirelesssensornetworks AT woncholjang energybalancedandefficientclusteringmethodforwirelesssensornetworks AT unkyongchoe energybalancedandefficientclusteringmethodforwirelesssensornetworks |