Stein, Michael ; Lerbs, Dominic ; Hassan, Mohamed ; Schnee, Mathias ; Schweizer, Immanuel ; Weihe, Karsten ; Mühlhäuser, Max (2016):
Evaluation Study for Clustering in Wireless Sensor Networks.
In: Proceedings of IEEE/IET International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), pp. 1-6,
Proceedings of IEEE/IET International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), Prague (Czechia), [Conference or Workshop Item]
Abstract
Typically, wireless sensor nodes are battery- powered. The network’s lifetime depends on the energy consumption of the sensor nodes. Transmitting messages causes a good portion of this energy consumption. Clustering the sensor nodes may reduce energy consumption through local communication and aggregation. Many clustering algorithms exist, but corresponding simulation results are hardly comparable. This paper conducts an extensive simulation study. We compare five popular clustering algorithms in four different scenarios under strictly uniform conditions. Our results indicate that two criteria for clustering algorithms are particularly important: considering residual energy for cluster head selection, and small communication overhead during cluster formation.
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2016 |
| Creators: | Stein, Michael ; Lerbs, Dominic ; Hassan, Mohamed ; Schnee, Mathias ; Schweizer, Immanuel ; Weihe, Karsten ; Mühlhäuser, Max |
| Title: | Evaluation Study for Clustering in Wireless Sensor Networks |
| Language: | English |
| Abstract: | Typically, wireless sensor nodes are battery- powered. The network’s lifetime depends on the energy consumption of the sensor nodes. Transmitting messages causes a good portion of this energy consumption. Clustering the sensor nodes may reduce energy consumption through local communication and aggregation. Many clustering algorithms exist, but corresponding simulation results are hardly comparable. This paper conducts an extensive simulation study. We compare five popular clustering algorithms in four different scenarios under strictly uniform conditions. Our results indicate that two criteria for clustering algorithms are particularly important: considering residual energy for cluster head selection, and small communication overhead during cluster formation. |
| Title of Book: | Proceedings of IEEE/IET International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) |
| Uncontrolled Keywords: | - SUN - Smart Urban Networks;Wireless sensor networks, clustering algorithms, network architecture, energy aware design |
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > Telecooperation DFG-Collaborative Research Centres (incl. Transregio) DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres Zentrale Einrichtungen DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet > A: Construction Methodology DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet > A: Construction Methodology > Subproject A1: Modelling DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet > B: Adaptation Mechanisms DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet > B: Adaptation Mechanisms > Subproject B2: Coordination and Execution |
| Event Title: | Proceedings of IEEE/IET International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) |
| Event Location: | Prague (Czechia) |
| Date Deposited: | 07 Jun 2016 08:09 |
| Identification Number: | TUD-CS-2016-0098 |
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