TY - GEN
T1 - Clustering in WSNs based on artificial fish swarming Algorithm
AU - Mechta, Djamila
AU - Harous, Saad
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/6
Y1 - 2019/6
N2 - Clustering is one of the effective techniques to conserve energy in wireless sensor networks (WSNs). Its main objective is to organize the network into clusters, and selects a leader (for each cluster) defined as cluster-head (CH). This CH is responsible to aggregate data sensed by its members and send it to the base station (BS). In this work we study the problem of energy consumption and extending the life of WSNs by proposing a new hierarchical clustering protocol C-AFSA based on behaviors: swarm, prey, follow of Artificial Fish Swarm Algorithm (AFSA) for selecting optimal CHs and forming clusters. Performance of our algorithm is compared to the protocol LEACH-C through a series of simulation using the network simulator NS2.
AB - Clustering is one of the effective techniques to conserve energy in wireless sensor networks (WSNs). Its main objective is to organize the network into clusters, and selects a leader (for each cluster) defined as cluster-head (CH). This CH is responsible to aggregate data sensed by its members and send it to the base station (BS). In this work we study the problem of energy consumption and extending the life of WSNs by proposing a new hierarchical clustering protocol C-AFSA based on behaviors: swarm, prey, follow of Artificial Fish Swarm Algorithm (AFSA) for selecting optimal CHs and forming clusters. Performance of our algorithm is compared to the protocol LEACH-C through a series of simulation using the network simulator NS2.
KW - Artificial Fish Swarm Algorithm
KW - Clustering
KW - Hierarchical routing protocols
KW - Optimization
KW - Wireless Sensor Networks
UR - http://www.scopus.com/inward/record.url?scp=85073892733&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85073892733&partnerID=8YFLogxK
U2 - 10.1109/IWCMC.2019.8766737
DO - 10.1109/IWCMC.2019.8766737
M3 - Conference contribution
AN - SCOPUS:85073892733
T3 - 2019 15th International Wireless Communications and Mobile Computing Conference, IWCMC 2019
SP - 161
EP - 167
BT - 2019 15th International Wireless Communications and Mobile Computing Conference, IWCMC 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 15th IEEE International Wireless Communications and Mobile Computing Conference, IWCMC 2019
Y2 - 24 June 2019 through 28 June 2019
ER -