UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 7
July-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1807303


Registration ID:
184351

Page Number

401-404

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Title

Achieving energy efficiency in UAVs using Ant Colony Optimization

Abstract

UAVs are used extensively in many applications such as surveillance, security, drones and weather forecasting etc. An operational UAV has a major bottleneck as it is operated by battery. As the battery of a UAV gets consumed the device stops working. A major chunk of UAV battery gets consumed in data transmission process in a network of UAVs. In this work, we propose a novel data routing algorithm using artificial intelligence algorithm any colony optimization that minimizes the transmission distance through which a UAV sends its data. This efficient routing protocol maps the behaviour of ants in ACO and finds the optimum route for UAV data transmission. Results of the proposed work are compared with genetic algorithm bases UAV data transmission and simple UAV data transmission. The proposed algorithm performs better than the past works

Key Words

UAV, Data transmission, ACO, energy efficiency

Cite This Article

"Achieving energy efficiency in UAVs using Ant Colony Optimization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 7, page no.401-404, July-2018, Available :http://www.jetir.org/papers/JETIR1807303.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Achieving energy efficiency in UAVs using Ant Colony Optimization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 7, page no. pp401-404, July-2018, Available at : http://www.jetir.org/papers/JETIR1807303.pdf

Publication Details

Published Paper ID: JETIR1807303
Registration ID: 184351
Published In: Volume 5 | Issue 7 | Year July-2018
DOI (Digital Object Identifier):
Page No: 401-404
Country: -, -, -- .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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