Energy efficient K-means clustering-based routing protocol for WSN using optimal packet size
| Autor: | Devarani Devi Ningombam, Seokjoo Shin, Madiha Razzaq |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Routing protocol
Computer science Network packet business.industry Node (networking) 020206 networking & telecommunications Throughput 02 engineering and technology Energy consumption Base station Computer Science::Networking and Internet Architecture 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Cluster analysis business Wireless sensor network Efficient energy use Computer network |
| Zdroj: | ICOIN |
| DOI: | 10.1109/icoin.2018.8343195 |
| Popis: | In wireless sensor networks (WSNs), sensor nodes are operated by small batteries, thus they have limited energy resources which need careful utilization. The proposed algorithm is an energy efficient K-means clustering-based routing protocol and considers an optimal fixed packet size according to the radio parameters and channel conditions of the transceiver. This approach can minimize the energy consumption of individual node and increase the network lifetime as a whole. Moreover, different power levels are considered for data transmission from cluster head to cluster member and base station. Simulation results show that the proposed algorithm performs better than the conventional K-means based energy aware clustering (KEAC) in terms of network lifetime and increases the overall throughput of the network. |
| Databáze: | OpenAIRE |
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