Spectrum aware clustering algorithm based on fuzzy logic for sensor based monitoring application / Noorhayati Mohamed Noor …[et al.]

Mohamed Noor, Noorhayati and Md Din, Norashidah and Kasiran, Zolidah and Khalid, Nor Azimah and Abdullah, Shapina (2020) Spectrum aware clustering algorithm based on fuzzy logic for sensor based monitoring application / Noorhayati Mohamed Noor …[et al.]. Malaysian Journal of Computing (MJoC), 5 (1). pp. 433-445. ISSN (eISSN): 2600-8238

Download

[thumbnail of 48082.pdf] Text
48082.pdf

Download (496kB)
Official URL: https://mjoc.uitm.edu.my

Abstract

In this paper, a clustering solution for periodic data gathering over WSNs using cognitive radio technology is proposed. The cluster heads (CHs) are selected according to the channel availability, residual energy, communication cost and node distribution parameters. Fuzzy logic and weight based techniques combines the four parameters for the CH selection. The cluster formation is based on the relative channel availability between the cluster member (CM) and CH to ensure stable cluster connectivity from link failure. To evaluate the proposed clustering algorithm, the performance of sensor networks is compared with CogLEACH, LEACH and CHEF routing protocols. The simulation results show that the proposed clustering algorithm effectively has a significant improvement with respect to the network stability without reducing the network instability and network lifetime. In addition, the proposed clustering solution also has a low and almost consistent CH energy consumption during the stability period indicating an efficient cluster formation.

Metadata

Item Type: Article
Creators:
Creators
Email
Mohamed Noor, Noorhayati
noorhayati@uitm.edu.my
Md Din, Norashidah
norashidah@uniten.edu.my
Kasiran, Zolidah
UNSPECIFIED
Khalid, Nor Azimah
UNSPECIFIED
Abdullah, Shapina
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Fuzzy arithmetic
Q Science > QA Mathematics > Fuzzy logic
Divisions: Universiti Teknologi MARA, Shah Alam > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Malaysian Journal of Computing (MJoC)
UiTM Journal Collections: UiTM Journal > Malaysian Journal of Computing (MJoC)
ISSN: (eISSN): 2600-8238
Volume: 5
Number: 1
Page Range: pp. 433-445
Official URL: https://mjoc.uitm.edu.my
Item ID: 48082
Uncontrolled Keywords: Cluster Formation, Cluster Head, Instability
URI: https://ir.uitm.edu.my/id/eprint/48082

ID Number

48082

Indexing


View in Google Scholar

Edit Item
Edit Item