TY - GEN
T1 - Entropy Weighted-Based (EWB) I-LEACH Protocol for Energy-Efficient IoT Applications
AU - Philip, Prinu Chako
AU - Hafez, Mohammed Abdel
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/12/12
Y1 - 2020/12/12
N2 - The Internet of Things (IoT) is one of the emerging applications in the Wireless Sensor Networks (WSNs). The major concern in WSN is the limited battery power, which can be overcome by selecting the effective cluster head (CH) for the transmission of data in the network. In this paper, an entropy weighted-based I-LEACH protocol is developed for the selection of the CH. The proposed entropy weighted-based I-LEACH protocol is developed by modifying the standard LEACH protocol with the entropy weight. Initially, the IoT nodes are grouped together to form clusters, which is followed by the selection of the cluster head (CH) for the transmission of the data packets to the base station (BS). The CH is selected depending on the threshold value, which is based on the entropy function. The performance metrics, such as number of alive nodes and energy is used for evaluating the effectiveness of the proposed entropy weighted-based (EWB) I-LEACH protocol. The proposed EWB I-LEACH protocol obtained a maximal alive nodes of 11 and maximal energy of 0.1138 J for 50 nodes under dual-slop channel model and obtained a maximal alive nodes of 9 and maximal energy of 0.1116 J for 50 nodes by considering log normal shadowing channel model when compared to the existing protocols.
AB - The Internet of Things (IoT) is one of the emerging applications in the Wireless Sensor Networks (WSNs). The major concern in WSN is the limited battery power, which can be overcome by selecting the effective cluster head (CH) for the transmission of data in the network. In this paper, an entropy weighted-based I-LEACH protocol is developed for the selection of the CH. The proposed entropy weighted-based I-LEACH protocol is developed by modifying the standard LEACH protocol with the entropy weight. Initially, the IoT nodes are grouped together to form clusters, which is followed by the selection of the cluster head (CH) for the transmission of the data packets to the base station (BS). The CH is selected depending on the threshold value, which is based on the entropy function. The performance metrics, such as number of alive nodes and energy is used for evaluating the effectiveness of the proposed entropy weighted-based (EWB) I-LEACH protocol. The proposed EWB I-LEACH protocol obtained a maximal alive nodes of 11 and maximal energy of 0.1138 J for 50 nodes under dual-slop channel model and obtained a maximal alive nodes of 9 and maximal energy of 0.1116 J for 50 nodes by considering log normal shadowing channel model when compared to the existing protocols.
KW - Internet of Things
KW - Wireless Sensor Network
KW - data transmission
KW - routing
KW - sensor nodes
UR - http://www.scopus.com/inward/record.url?scp=85101408589&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85101408589&partnerID=8YFLogxK
U2 - 10.1109/GCAIoT51063.2020.9345819
DO - 10.1109/GCAIoT51063.2020.9345819
M3 - Conference contribution
AN - SCOPUS:85101408589
T3 - 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things, GCAIoT 2020
BT - 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things, GCAIoT 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things, GCAIoT 2020
Y2 - 12 December 2020 through 16 December 2020
ER -