Data Aggregation Using Genetic Algorithm in Wireless Sensor Network
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 10
Abstract
A sensor network consists of one or more “sinks”. The sensors in the network act as “sources” which detect environmental events and push relevant data to the appropriate sinks. Sensors transmit information towards the sink if and when they detect the indicated phenomenon. Due to the redundancy present in the sensors’ readings, it is expected that communication approaches that take into account this redundancy, e.g., data aggregation and innetwork processing. The main idea of the data aggregation and in-network processing approaches is to combine the data arriving from different sources (sensor nodes) at certain aggregation points (or simply aggregators) eliminate redundancies by performing simple processing at the aggregation points, and minimize the total amount of data transmission before forwarding data to the external BS (base station or sink).Genetic algorithm (GA) is used to create energy efficient data aggregation trees. During a chromosome, the gene index determines the node and the gene’s value identifies the parent node. Single-point crossover and mutation operators are used to create future generations. In this research work, by using various mutation of genetic algorithm a new algorithm is proposed for data aggregation in WSN.
Authors and Affiliations
Priti Saluja
Keywords
Related Articles
- EP ID EP122630
- DOI -
- Views 85
- Downloads 0
APPRAISING BUILDING MATERIALS DEVELOPMENT BY SMALL SCALE INDUSTRIES FOR HOUSING DELIVERY IN NIGERIA
The production of building materials in Nigeria has over the years been dominated by large scale industrial concerns. These establishments thrived in the 1970s and 1980s when government industrialization polic...
Review Paper on Vibration Reduction in Hand Held Power Machinery
Hand-arm vibration (HAV) is vibration transmitted from a work processes into workers’ hands and arms. It can be caused by operating hand-held power tools, hand-guided equipment, or by holding materials being proce...
A REVIEW OF 2-10 GHZ LNA IN STANDARD CMOS USING DIFFERENT TOPOLOGIES
LNA is the most important part of receiver system. For any LNA it is very essential to keep high gain with linearity and a low noise figure for its successive blocks in the system. This paper presents the literatu...
Modeling of Mechanical behavior of Interfaces in Masonry Structures
The purpose of thisarticle,is anumerical modeling of interfaces between the brickand mortar in masonry structures, taking into account the main mechanical phenomena governing their break; such as adhesion, slidin...
IMPORTANCE OF IPR IN BIOTECHNOLOGY
The objective of this review is to highlight and explore the inter-relationship and the functioning of the intellectual property right in the pharmaceutical and biotechnology industry. The rising tide of patent applicat...