Paper Info
Title
Genetic algorithm based routing method for efficient data transmission in sensor networks
Abstract
There are many application areas of wireless sensor networks, such as combat field surveillance, terrorist tracking and highway traffic monitoring. These applications collect sensed data from sensor nodes to monitor events in the territory of interest. One of the important issues in these applications is the existence of the radio-jamming zone between source nodes and the base station. Depending on the routing protocol the transmission of the sensed data may not be delivered to the base station. To solve this problem we propose a genetic algorithm based routing method for reliable transmission while considering the balanced energy depletion of the sensor nodes. The genetic algorithm finds an efficient routing path by considering the radio-jamming zone, transmission distance, average remaining energy and hop count. In simulation, our proposed method is compared with LEACH and Hierarchical PEGASIS. The simulation results show that the proposed method is efficient in both the energy consumption and success ratio of delivery.
Year
DOI
Venue
2007
10.1007/978-3-540-74171-8_27
ICIC (1)
Keywords
Field
DocType
balanced energy depletion,energy consumption,genetic algorithm,sensor node,efficient data transmission,base station,sensor network,average remaining energy,reliable transmission,efficient routing path,radio-jamming zone,shortest path,data transmission,wireless sensor network,routing protocol
Link-state routing protocol,Dynamic Source Routing,Hierarchical routing,Computer science,Static routing,Destination-Sequenced Distance Vector routing,Computer network,Wireless Routing Protocol,Mobile wireless sensor network,Zone Routing Protocol
Conference
Volume
ISSN
ISBN
4681
0302-9743
3-540-74170-4
Citations 
PageRank 
References 
3
0.47
16
Authors
2
Name
Order
Citations
PageRank
Jin Myoung Kim1234.85
Tae Ho Cho215926.82