Fuzzy Logic for Cluster Head Selection in Wireless Sensor Network

被引:4
|
作者
Din, Wan Isni Sofiah Wan [1 ]
Yahya, Saadiah [1 ]
Jailani, Rozita [2 ]
Taib, Mohd Nasir [2 ]
Yassin, Ahmad Thsan Mohd [2 ]
Razali, Razulaimi [3 ]
机构
[1] UiTM Shah Alam, Fac Comp & Math Sci, Shah Alam 40450, Selangor De, Malaysia
[2] UiTM Shah Alam, Fac Elect Engn, Shah Alam 40450, Selangor De, Malaysia
[3] UiTM Jengka, Fac Comp & Math Sci, Pahang 26400, Malaysia
来源
INTERNATIONAL CONFERENCE ON ADVANCED SCIENCE, ENGINEERING AND TECHNOLOGY (ICASET 2015) | 2016年 / 1774卷
关键词
ENERGY-EFFICIENT;
D O I
10.1063/1.4965093
中图分类号
O59 [应用物理学];
学科分类号
摘要
In Wireless Sensor Network (WSN), cluster head selection is a critical issue. It can drastically affect the whole performance of network lifetime when the characteristic of sensor node are not well defined. In order to deal with this problem, this paper proposed a fuzzy-based system for cluster head selection and new data routing to minimize the energy usage of sensor node. The proposed algorithm called Multi-tier Algorithm (MAP). It is constructed with 2-tiers of network design where the cluster head selections is based on three parameters using Fuzzy Logic technique. The primary nodes at each tier are introduced to transmit data to the base station. Then, the algorithm was tested by 2000 and 4000 bits of data using random energy to predict the lifetime of the sensor nodes in the network. It is concluded that, the implementation of Fuzzy Logic used all node evenly and nodes (lied sequentially as the data increased. This causes the sensor nodes utilize their energy effectively hence prolonging the network's lifetime. For the future work, the stability of this algorithm can be compared against LEACH and SEP algorithms.
引用
收藏
页数:8
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