Cluster based wireless sensor network routings using Artificial Bee Colony Algorithm

@article{Karaboga2010ClusterBW,
  title={Cluster based wireless sensor network routings using Artificial Bee Colony Algorithm},
  author={Dervis Karaboga and Selcuk Okdem and Celal {\"O}zt{\"u}rk},
  journal={2010 International Conference on Autonomous and Intelligent Systems, AIS 2010},
  year={2010},
  pages={1-5}
}
In this paper, we propose a novel hierarchical clustering approach for wireless sensor networks to maintain energy depletion of the network in minimum using Artificial Bee Colony Algorithm which is a new swarm based heuristic algorithm. We present a protocol using Artificial Bee Colony Algorithm, which tries to provide optimum cluster organization in order to minimize energy consumption. In cluster based networks, the selection of cluster heads and its members is an essential process which… 
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References

SHOWING 1-10 OF 38 REFERENCES
Cluster based wireless sensor network routing using artificial bee colony algorithm
TLDR
A novel energy efficient clustering mechanism, based on artificial bee colony algorithm, is presented to prolong the network life-time and can successfully be applied to WSN routing protocols.
Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip
TLDR
A novel routing approach using an Ant Colony Optimization algorithm is proposed for Wireless Sensor Networks consisting of stable nodes, showing that proposed algorithm provides promising solutions allowing node designers to efficiently operate routing tasks.
Performance of a Hierarchical Cluster-Based Wireless Sensor Network
TLDR
Simulation results show that the proposed low-energy fixed clustering (LEFC) definitely reduces the energy consumption of the sensors and outperform LEACH with more 60% network lifetime.
Performance Comparison of Optimization Algorithms for Clustering in Wireless Sensor Networks
TLDR
Simulation results demonstrate that the proposed protocol using PSO algorithm has higher efficiency and can achieve better network lifetime and data delivery at the base station over its comparatives.
Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm
TLDR
The artificial bee colony algorithm is applied to the dynamic deployment of stationary and mobile sensor networks to achieve better performance by trying to increase the coverage area of the network.
A biologically inspired QoS routing algorithm for mobile ad hoc networks
This paper presents EARA-QoS, a improved version of swarm-intelligence inspired ad hoc routing algorithm EARA introduced in (Z. Liu et al., 2004). In this algorithm, we use the principle of swarm
PSO-Based Energy Efficient Gathering in Sensor Networks
TLDR
A new distributed cluster-based data gathering algorithm using PSO to optimize clustering process and shows that the proposed algorithm balances the energy dissipation over the whole network thus prolongs the network lifetime.
A survey on routing protocols for wireless sensor networks
Routing techniques in wireless sensor networks: a survey
TLDR
A survey of state-of-the-art routing techniques in WSNs is presented and the design trade-offs between energy and communication overhead savings in every routing paradigm are studied.
Energy-efficient communication protocol for wireless microsensor networks
TLDR
LEACH (Low-Energy Adaptive Clustering Hierarchy), a clustering-based protocol that utilizes randomized rotation of local cluster based station (cluster-heads) to evenly distribute the energy load among the sensors in the network, is proposed.
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