Provide a Way to Reduction of Energy Consumption in Wireless Sensor Networks using the concepts of Fuzzy Logic and Genetic Algorithm
Journal Title: INTERNATIONAL JOURNAL OF MANAGEMENT & INFORMATION TECHNOLOGY - Year 2015, Vol 10, Issue 9
Abstract
Wireless sensor networks are a collection of small sensor nodes that can monitor and sense of their surroundings and sending data to a main station. The limited energy of nodes is a major challenge of sensor networks that affect the survival of the network. Thus, as yet is presented several methods to optimization of energy consumption and increasing the lifetime of a sensor network. In this paper, using fuzzy system design and system optimization by genetic algorithm is presented approach to select the best cluster head in sensor networks. Using random data set has been addressed to evaluate of fuzzy-genetic system presented in this paper and finally, MSE rate or mean error of sending the messages using proposed fuzzy system in comparison with LEACH method is calculated in select the cluster head. The results of evaluations is representative of a reduction the MSE metric in proposed method in comparison with LEACH method for select the cluster head. Reduce of MSE directly is effective on energy consumption and lifetime of wireless sensor network and can cause the reduction of energy consumption and increase the lifetime of the networks.
Authors and Affiliations
Sayyed Hedayat Tarighi Nejad, Reza Alinaghian
A THEORETICAL APPROACH TO PROCESS OF SELLING IN THE MODERN UNDERSTANDING
Selling and buying are inevitable parts of our lives. As a member of a society, we need to buy and/or sell things in our everyday life. The things that we sell or buy do not have to be concrete objects. Information excha...
INFLUENCE OF TALENT ATTRACTION ON ORGANISATIONAL PERFORMANCE IN PUBLIC UNIVERSITY CAMPUSES IN COUNTY GOVERNMENT OF NAKURU, KENYA
Public universities in Kenya are operating in an environment which is faced with a lot of competition. This is because over the years the number of Universities has drastically increased and there has been advancement in...
Comparison of Different Face Recognition Method Based On PCA
This paper is about human face recognition in image files. Face recognition involves matching a given image with the database of images and identifying the image that it resembles the most. Here, face recognition is done...
Leadership, Strategic Planning, Organizational Performance and Innovation: A Case of Dubai/ UAE Public Sector
The idea that the Dubai Government via its public sector institutions can and needs manage itself strategically, in a similar manner to any well-performing private sector organisation, has been translated into practicall...
Mapping Issues of Textile Industry of Pakistan with Trade Policy Framework
The current research investigates Mapping Issues of Textile Industry of Pakistan with Trade Policy Framework. Data were collected from Primary as well as secondary sources It is a statistical research technique in decisi...