A hybrid Algorithm for Deployment of Sensors with Coverage and Connectivity Constraints
Journal Title: International Journal of Advanced Engineering Research and Science - Year 2019, Vol 6, Issue 3
Abstract
Finding optimal node deployment for a Wireless Sensor Network (WSN), while maximizing both coverage and connectivity as well as minimizing costs is a challenging task. In the considered scenario, coverage and connectivity are used as QoS (Quality of Service) measures for the desired wireless sensor network. In this case, the problem was handled as a multi-objective optimization problem. In this paper, we propose a hybrid optimization algorithm (GA-BPSO) based on Genetic Algorithm (GA) and Binary Particle Swarm Optimization (BPSO). In order to show the effectiveness of the proposed algorithm, we present some simulations and comparisons with existing methods in the literature.
Authors and Affiliations
Keywords
Related Articles
- EP ID EP503692
- DOI 10.22161/ijaers.6.3.3
- Views 57
- Downloads 0
The Management of Knowledge in the School Context and the continued Training of Teachers in Service
The present work analyses the administration within a school organization from a pedagogical perspective, understanding that pedagogical coordination acts with the management, being responsible for coordinating the progr...
Jumping Spiders (Araneae: Salticidae) of Satlasana Taluka
Family Salticidae is most species rich group of order Araneae. Jumping spiders are taxonomically diverse, present everywhere in huge abundance and diurnal. As their names simply, jumping spiders are also quick and agile...
An Evaluation of Beach Management through Bibliometric Techniques
Several bibliometric tools are being used to complement the literature review with application in the field of research, allowing to relate authors, works, research institutions, countries, among other topics. However, t...
Regional Development and the Indicators for Mapping of Local Productive Arrangements of Rondônia (Brazil)
This is a documental research, whose main objective is to present indicators for a new mapping of Local Productive Arrangements (APLs) in Rondonia and, specifically, discuss the dynamics of reference data and its importa...
KCS34 evaluation for WHR in cement industry
The simple Kalina cycle system 34 (KCS34)- has been studied to perform energy cogeneration from the waste heat recovery (WHR) in preheater cement industries. The preheater available energy was considered from a 5000 tc/d...