Abstract
This paper proposes a novel intra-cluster connectivity-based Distributed Hierarchical Clustering (DHC) scheme in sensor network by considering some fundamental parameters such as node residual energy, physical position and neighborhood source. The merit of this paper should be the innovation of an Algorithm for Cluster Establishment (ACE)-liked, intra-cluster connectivity-based cluster formation which solved the inter-cluster overlapping problems. It can easily repair the structure damage in the network caused by node failure. Simulations verify that the DHC algorithm with a 4-layer network hierarchy in total can significantly outperform HEED and LEACH in terms of energy efficiency and network lifetime, simultaneously guaranteeing higher connectivity.
| Original language | English |
|---|---|
| Title of host publication | 2011 4th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2011 - Proceedings |
| DOIs | |
| Publication status | Published - 2011 |
| Event | 4th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2011 - Paris Duration: 2011 Feb 7 → 2011 Feb 10 |
Other
| Other | 4th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2011 |
|---|---|
| City | Paris |
| Period | 11/2/7 → 11/2/10 |
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Keywords
- Clustering algorithm
- Intra-cluster connectivity
- Network lifetime
- Sensor network
ASJC Scopus subject areas
- Computer Networks and Communications
- Safety, Risk, Reliability and Quality
Cite this
A novel clustering scheme for sensor networks based on intra-cluster connectivity. / Chen, Jiehui; Salim, Mariam B.; Matsumoto, Mitsuji.
2011 4th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2011 - Proceedings. 2011. 5721038.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - A novel clustering scheme for sensor networks based on intra-cluster connectivity
AU - Chen, Jiehui
AU - Salim, Mariam B.
AU - Matsumoto, Mitsuji
PY - 2011
Y1 - 2011
N2 - This paper proposes a novel intra-cluster connectivity-based Distributed Hierarchical Clustering (DHC) scheme in sensor network by considering some fundamental parameters such as node residual energy, physical position and neighborhood source. The merit of this paper should be the innovation of an Algorithm for Cluster Establishment (ACE)-liked, intra-cluster connectivity-based cluster formation which solved the inter-cluster overlapping problems. It can easily repair the structure damage in the network caused by node failure. Simulations verify that the DHC algorithm with a 4-layer network hierarchy in total can significantly outperform HEED and LEACH in terms of energy efficiency and network lifetime, simultaneously guaranteeing higher connectivity.
AB - This paper proposes a novel intra-cluster connectivity-based Distributed Hierarchical Clustering (DHC) scheme in sensor network by considering some fundamental parameters such as node residual energy, physical position and neighborhood source. The merit of this paper should be the innovation of an Algorithm for Cluster Establishment (ACE)-liked, intra-cluster connectivity-based cluster formation which solved the inter-cluster overlapping problems. It can easily repair the structure damage in the network caused by node failure. Simulations verify that the DHC algorithm with a 4-layer network hierarchy in total can significantly outperform HEED and LEACH in terms of energy efficiency and network lifetime, simultaneously guaranteeing higher connectivity.
KW - Clustering algorithm
KW - Intra-cluster connectivity
KW - Network lifetime
KW - Sensor network
UR - http://www.scopus.com/inward/record.url?scp=79952833769&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79952833769&partnerID=8YFLogxK
U2 - 10.1109/NTMS.2011.5721038
DO - 10.1109/NTMS.2011.5721038
M3 - Conference contribution
AN - SCOPUS:79952833769
SN - 9781424487042
BT - 2011 4th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2011 - Proceedings
ER -