Distributed energy efficient clustering algorithm based on fuzzy logic approach applied for heterogeneous WSN
| Autor: | Aziz Mahboub, Mounir Arioua, El Mokhtar En-Naimi, Hamid Barkouk |
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| Rok vydání: | 2017 |
| Předmět: |
Routing protocol
business.industry Computer science Distributed computing ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS 020206 networking & telecommunications 02 engineering and technology Energy consumption Fuzzy logic Hybrid routing Base station 0202 electrical engineering electronic engineering information engineering Wireless 020201 artificial intelligence & image processing business Wireless sensor network Efficient energy use |
| Zdroj: | Proceedings of the 2nd International Conference on Computing and Wireless Communication Systems. |
| DOI: | 10.1145/3167486.3167525 |
| Popis: | Sensor networks are nowadays a popular wireless technology due their role in different applications. It becomes the fabric of our daily life, as these networks have the potential to enhance human life. In WSN major applications, sensor nodes have limited power resource and typically powered by small and limited batteries whish replacement is very difficult and expensive in hostile environment. To prolong the sensor network's lifetime, many routing protocols have been proposed to achieve the energy efficiency in homogenous and heterogeneous WSN networks. In this paper work, we proposed a new hybrid routing protocol based on fuzzy c-means and DEEC protocol to form clusters and manage the transmission of data to the base station. The simulation results demonstrate the performance and prove the effectiveness of the proposed protocol. The energy consumption is minimized and the network lifetime of the sensor nodes is extended. |
| Databáze: | OpenAIRE |
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