Artificial Bee Colony for Minimizing the Energy Consumption in Mobile Ad Hoc Network

Mustafa Tareq, Saad Adnan Abed, Elankovan A Sundararajan

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Wireless ad hoc network is widely used nowadays, in particular the mobile type, known as the mobile ad hoc network (MANET). This type of network consists of sets of mobile nodes that do not require a fixed infrastructure such as an access point or base station. The common use of MANET is to enable nodes contacting in the absence of the typical communications infrastructure. Constantly changing topology and having no fixed infrastructures are some of the challenges confronted through a MANET designing. Hence, emphasizing the need to establish an efficient connection inside the network we use for a routing protocol to explore paths among nodes. The guarantee of finding optimum path formation among the nodes is the primary goal of the routing protocol, in order to ensure that messages would be delivered timely. The aim of this paper is to find the best possible route from the source to the destination based on a method inspired by the searching behaviour of bee colonies, i.e. artificial bee colony (ABC) algorithm. This algorithm works on minimizing the average energy consumption of the selected route. For evaluation purposes, the proposed model has been applied on two protocols, i.e. the Destination-Sequenced Distance-Vector Routing (DSDV) and Ad hoc On-demand Distance-Vector (AODV). The evaluation is based on node speed and packet size topology parameters. The results show that the network nodes can save more energy in AODV as compared to DSDV. As such, it can be concluded that optimizing the path from the source to the destination has a significant impact on the quality of the network performance.

Original languageEnglish
Title of host publicationGreen Energy and Technology
PublisherSpringer Verlag
Pages21-38
Number of pages18
DOIs
Publication statusPublished - 1 Jan 2019

Publication series

NameGreen Energy and Technology
ISSN (Print)1865-3529
ISSN (Electronic)1865-3537

Fingerprint

Mobile ad hoc networks
routing
bee
Energy utilization
infrastructure
Routing protocols
topology
Topology
Wireless ad hoc networks
Network performance
Base stations
communication
Network protocols
energy consumption
Communication
energy
protocol
demand
evaluation

Keywords

  • AODV
  • Artificial bee colony
  • DSDV
  • Energy consumption
  • MANET

ASJC Scopus subject areas

  • Renewable Energy, Sustainability and the Environment
  • Energy Engineering and Power Technology
  • Industrial and Manufacturing Engineering
  • Management, Monitoring, Policy and Law

Cite this

Tareq, M., Abed, S. A., & A Sundararajan, E. (2019). Artificial Bee Colony for Minimizing the Energy Consumption in Mobile Ad Hoc Network. In Green Energy and Technology (pp. 21-38). (Green Energy and Technology). Springer Verlag. https://doi.org/10.1007/978-3-319-69889-2_2

Artificial Bee Colony for Minimizing the Energy Consumption in Mobile Ad Hoc Network. / Tareq, Mustafa; Abed, Saad Adnan; A Sundararajan, Elankovan.

Green Energy and Technology. Springer Verlag, 2019. p. 21-38 (Green Energy and Technology).

Research output: Chapter in Book/Report/Conference proceedingChapter

Tareq, M, Abed, SA & A Sundararajan, E 2019, Artificial Bee Colony for Minimizing the Energy Consumption in Mobile Ad Hoc Network. in Green Energy and Technology. Green Energy and Technology, Springer Verlag, pp. 21-38. https://doi.org/10.1007/978-3-319-69889-2_2
Tareq M, Abed SA, A Sundararajan E. Artificial Bee Colony for Minimizing the Energy Consumption in Mobile Ad Hoc Network. In Green Energy and Technology. Springer Verlag. 2019. p. 21-38. (Green Energy and Technology). https://doi.org/10.1007/978-3-319-69889-2_2
Tareq, Mustafa ; Abed, Saad Adnan ; A Sundararajan, Elankovan. / Artificial Bee Colony for Minimizing the Energy Consumption in Mobile Ad Hoc Network. Green Energy and Technology. Springer Verlag, 2019. pp. 21-38 (Green Energy and Technology).
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