Varun Kumar Sharma; Lal Pratap Verma; Mahesh Kumar

A Fuzzy-based Adaptive Energy Efficient Load Distribution Scheme in Ad-hoc Networks

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Author(s)

Varun Kumar Sharma ^1,* Lal Pratap Verma ¹ Mahesh Kumar ¹

1. Department of Computer Science and Engineering, Jaypee University of Engineering and Technology, Guna, Madhya Pradesh, (INDIA)

* Corresponding author.

DOI: https://doi.org/10.5815/ijisa.2018.02.07

Received: 19 Apr. 2017 / Revised: 21 May 2017 / Accepted: 11 Jun. 2017 / Published: 8 Feb. 2018

Index Terms

Ad-hoc Networks, Routing, Energy Efficiency, Energy Optimization, Fuzzy System, Congestion

Abstract

The traditional energy aware routing policies are not capable enough to keep up with dynamic properties of mobile ad-hoc network (e.g., mobility, quick topology changes, link-layer contentions etc.) and do not offer adequate performance in high congested situations. In past decades, authors have expressed their concerns towards smart routing paradigms concerning lesser energy consumption. However, many of these proposals are not able to offer significant performance concerning the quality of service. Consequently, the pattern of interest shifts towards cross-layer energy optimization schemes. These proposals did use of lower layers’ special information and provide significant performance enhancements. Still, many of the issues are associated with these proposals. Moreover, many of the proposals consider idle and sleep power consumption which too causes a considerable amount of energy consumption. Nevertheless, these methods require complex synchronization and efficient coordination which is too inefficient for extremely variable networks (MANETs). To address these issues, we propose an effective fuzzy- based energy efficient load distribution scheme which takes care of energy consumption considering congestion as a parameter. In comparison with some of the existing energy aware routing strategies, proposed method offers substantial improvements in terms of total energy consumption, network lifetime, total number of dead nodes, and average throughput.

Cite This Paper

Varun Kumar Sharma, Lal Pratap Verma, Mahesh Kumar, "A Fuzzy-based Adaptive Energy Efficient Load Distribution Scheme in Ad-hoc Networks", International Journal of Intelligent Systems and Applications(IJISA), Vol.10, No.2, pp.72-84, 2018. DOI:10.5815/ijisa.2018.02.07

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