A robust harmony search algorithm based clustering protocol for wireless sensor networks

DC Hoang, P Yadav, R Kumar… - 2010 IEEE international …, 2010 - ieeexplore.ieee.org
Optimizing energy consumption is the main concern for designing and planning the
operation of the Wireless Sensor Networks (WSNs). Clustering technique is one of the …

Optimizing cluster-head selection in wireless sensor networks using genetic algorithm and harmony search algorithm

M Karimi, HR Naji, S Golestani - 20th Iranian conference on …, 2012 - ieeexplore.ieee.org
Being an important factor in designing Wireless Sensor Networks, network lifetime depends
on the energy of the sensor nodes which is limited by the battery of the node. Clustering is …

Real-time implementation of a harmony search algorithm-based clustering protocol for energy-efficient wireless sensor networks

DC Hoang, P Yadav, R Kumar… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In real-life applications of wireless sensor networks (WSNs), optimization of the network
operation is required to extend its lifetime. A framework is proposed that enables practical …

A dynamic harmony search-based fuzzy clustering protocol for energy-efficient wireless sensor networks

OM Alia - Annals of Telecommunications, 2018 - Springer
In the development of cluster-based energy-efficient protocols for wireless sensor networks
(WSNs), a particularly challenging problem is the dynamic organization of sensors into a …

Optimal cluster head selection for energy efficient wireless sensor network using hybrid competitive swarm optimization and harmony search algorithm

A Kumar, JL Webber, MA Haq, KK Gola, P Singh… - Sustainable Energy …, 2022 - Elsevier
Abstract A Wireless Sensor Network (WSN) is a network made up of many sensor nodes that
are geographically dispersed. Because the sensor nodes in WSN are battery-powered …

Clustering the wireless sensor networks: a meta-heuristic approach

Y Han, G Li, R Xu, J Su, J Li, G Wen - IEEE Access, 2020 - ieeexplore.ieee.org
Lifetime is one of the most critical indexes of the Wireless Sensor Network (WSN). In this
paper, we propose a clustering protocol based on the meta-heuristic approach (CPMA) …

Hybrid HSA and PSO algorithm for energy efficient cluster head selection in wireless sensor networks

T Shankar, S Shanmugavel, A Rajesh - Swarm and Evolutionary …, 2016 - Elsevier
Energy efficiency is a major concern in wireless sensor networks as the sensor nodes are
battery-operated devices. For energy efficient data transmission, clustering based …

Energy conscious clustering of wireless sensor network using PSO incorporated cuckoo search

M Karthikeyan, K Venkatalakshmi - 2012 Third International …, 2012 - ieeexplore.ieee.org
Efficient consumption of energy of sensor node in Wireless Sensor Networks (WSN's) is one
of the noticeable challenges nowadays. We can prolong the lifetime of WSN by well …

CRHS: clustering and routing in wireless sensor networks using harmony search algorithm

P Lalwani, S Das, H Banka, C Kumar - Neural Computing and Applications, 2018 - Springer
In wireless sensor networks, cluster head selection and routing are two well-known
optimization problems associated with high computational complexity. Harmony search …

Energy-aware clustering for wireless sensor networks using particle swarm optimization

NMA Latiff, CC Tsimenidis… - 2007 IEEE 18th …, 2007 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are mainly characterized by their limited and non-
replenishable energy supply. Hence, the need for energy efficient infrastructure is becoming …