A Genetic QoS-Aware Routing Protocol for the Smart Electricity Networks
Joint Authors
Vernet, David
Zaballos, Agustin
Selga, Josep M.
Source
International Journal of Distributed Sensor Networks
Issue
Vol. 2013, Issue - (31 Dec. 2013), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-09
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Telecommunications Engineering
Information Technology and Computer Science
Abstract EN
This paper presents a QoS-aware routing protocol suitable for distribution of smart electricity grids based on heterogeneous machine to machine communications.
The distribution Smart Grid needs high performance communication networks capable of handling QoS, an issue that is addressed by the present paper.
The proposed algorithm is a merger between a genetic algorithm (GA) and Ticket-Based Routing (TBR), which is an on-demand routing protocol for ad hoc networks that provide quality of service.
A suitable parameterization of the GA parameters is needed in order to use this protocol in the coming Smart Grid networks.
The resulting routing protocol, named genetic algorithm with TBR algorithm for Smart Grids (GATAS), is an adapted intelligent evolution of the TBR.
The performance of TBR has been improved by reducing the overhead of routing packets in the network and by minimizing the communication latency due to its on-demand behavior.
Experimental evidence indicates that the likelihood of finding the optimum route using multiobjective dynamic metrics increases when the genetic algorithm is applied.
In this paper, the main simulation results on the parameterization carried out are discussed, and the proposed attributes of the GA are described.
American Psychological Association (APA)
Zaballos, Agustin& Vernet, David& Selga, Josep M.. 2013. A Genetic QoS-Aware Routing Protocol for the Smart Electricity Networks. International Journal of Distributed Sensor Networks،Vol. 2013, no. -, pp.1-12.
https://search.emarefa.net/detail/BIM-448443
Modern Language Association (MLA)
Zaballos, Agustin…[et al.]. A Genetic QoS-Aware Routing Protocol for the Smart Electricity Networks. International Journal of Distributed Sensor Networks Vol. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-448443
American Medical Association (AMA)
Zaballos, Agustin& Vernet, David& Selga, Josep M.. A Genetic QoS-Aware Routing Protocol for the Smart Electricity Networks. International Journal of Distributed Sensor Networks. 2013. Vol. 2013, no. -, pp.1-12.
https://search.emarefa.net/detail/BIM-448443
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-448443