An Efficient Localized Route Recommendation Scheme using Fusion Algorithm for VANET based Applications
- Title
- An Efficient Localized Route Recommendation Scheme using Fusion Algorithm for VANET based Applications
- Creator
- Sankaranarayanan M.; Sajini S.; Anita E.A.M.; Janet J.
- Description
- The evolution of vehicles has led to the need for improved and advanced techniques to solve traffic related problems. The improvement related to cooperative vehicles has been a recent focus in dealing with such difficulties. The most popular application of co-operative vehicles is the route planning for travelers. In this paper, an innovative module namely Localized Route Recommendation with Fusion Algorithm (LR2FA) is proposed to enumerate a localized route recommendation system to communicate to co-operative vehicles. Traffic parameters such as vehicle speed and density information collected from the centralized location and used as decision factor to provide suggestions of routes using a novel Fusion Algorithm (FA). To evaluate the factors for route suggestion, FA uses a combination of genetic and heuristic-based approaches. The performance of the proposed localized route references is analyzed using simulated values of vehicle speed and density. It is seen from the results that the proposed LR2FA provides top fitting routes compared to greedy based route suggestion. 2022 IEEE.
- Source
- 2022 6th International Conference on Trends in Electronics and Informatics, ICOEI 2022 - Proceedings, pp. 672-677.
- Date
- 2022-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- co-operative vehicles; Fusion Algorithm; genetic algorithm; heuristic based approaches; Localized route recommendation
- Coverage
- Sankaranarayanan M., IIIT Sri City, Andhra Pradesh, Chittoor, India; Sajini S., Anna University, Chennai, India, SRM Institute of Science and Technology, Chennai, India; Anita E.A.M., School of Engineering and Technology, Christ University, Bengaluru, India; Janet J., Sri Krishna College of Engineering and Technology, Coimbatore, India
- Rights
- Restricted Access
- Relation
- ISBN: 978-166548328-5
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Sankaranarayanan M.; Sajini S.; Anita E.A.M.; Janet J., “An Efficient Localized Route Recommendation Scheme using Fusion Algorithm for VANET based Applications,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 25, 2025, https://archives.christuniversity.in/items/show/20375.