학술논문

A hybrid harmony search algorithm for node localisation in wireless sensor networks
Document Type
Author abstract
Report
Source
International Journal of Wireless and Mobile Computing. Winter, 2018, Vol. 14 Issue 4, 369
Subject
Algorithms -- Analysis
Wireless sensor networks -- Analysis
Algorithm
High technology industry
Language
English
ISSN
1741-1084
Abstract
To purchase or authenticate to the full-text of this article, please visit this link: https://www.inderscienceonline.com/doi/10.1504/IJWMC.2018.093848 Byline: Zhaolu Guo, Shenwen Wang, Baoyong Yin, Songhua Liu, Xiaosheng Liu Harmony search (HS) has been widely used in the field of wireless sensor networks. However, the search strategy of the basic HS has excellent exploration capability but weak exploitation capability. To enhance the search capability of HS, this paper presents a hybrid harmony search algorithm (HBHS) for node localisation in wireless sensor networks. The proposed HBHS employs the best solution to enhance the exploitation capability. Moreover, HBHS utilises an adaptive search step-size scheme to further enhance the search capability. To verify the search performance, HBHS is compared with two HS algorithms on a suit of classical benchmark problems. The comparisons confirm that HBHS can achieve better performance than the compared HS algorithms on the most of the benchmark problems. Further, HBHS is applied for node localisation in wireless sensor networks.