Using Ant Colony Optimization Clustering Algorithm with Power-Efficient Gathering in Sensor Information Systems Protocol | Zendy

Talib M. Jawad | Zendy; Noor Ali | Zendy

Open Access

Using Ant Colony Optimization Clustering Algorithm with Power-Efficient Gathering in Sensor Information Systems Protocol

Author(s) -

Talib M. Jawad,

Noor Ali

Publication year - 2016

Publication title -

journal of al-nahrain university-science

Language(s) - English

Resource type - Journals

eISSN - 2519-0881

pISSN - 1814-5922

DOI - 10.22401/jnus.19.2.18

Subject(s) - cluster analysis , ant colony optimization algorithms , wireless sensor network , computer science , node (physics) , energy consumption , protocol (science) , algorithm , ant colony , engineering , computer network , artificial intelligence , medicine , alternative medicine , pathology , electrical engineering , structural engineering

Power-Efficient Gathering in Sensor Information Systems (PEGASIS) protocol is energy efficient protocols designed to prolong the lifetime of the network by reduction of energy consumption. In this paper a modification is proposed to the PEGASIS algorithm where sensor nodes are clustered in groups ,clustering is done by Ant colony optimization algorithm, and each group is treated as PEGASIS. In addition, the proposed algorithm used rechargeable sensor nodes. Two parameters are searched to select chain leader: Euclidean distance of sensor node to the base station and residual energy of sensor node. Each cluster head data is transmitted directly to the base station. Simulation results showed the proposed algorithms improved in comparison with original PEGASIS.

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