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An Efficient Navigation Approach for Toll Plaza Using Map-Matching Algorithm with Hidden Markov Model

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International Conference on Computing, Communication, Electrical and Biomedical Systems

Abstract

The digital navigation world leads to the development of various technologies and platform. The main objective of this research work is to reduce the time delay at Indian toll plazas for making the toll fee payment which in turn would help the user reach the destination in time, by applying a map-matching algorithm holding the principle of hidden Markov model coordinated with GPS. An increase in the number of vehicles and development of the roads to facilitate are noticed to be directly proportionate. But along with other factors that act either as a hindrance or an enhancer for completing a road trip, in time, the main interrogation lies in understanding the role played by toll plazas in galvanising a road trip, as it is based on their varying principle followed for the toll fee collection. This research work helps mainly in avoiding the waiting time at toll plazas, and few additional benefits of it are avoiding the confusion like getting cheated by spurious people pretending to be local vendors, getting irritated by contemptible honkings and viler overtakings while waiting in the toll plaza and showing that irritation by rash driving or less concentration on road while continuing the travel, which is utterly unsafe. Users could avoid being cheated by unauthorised miscreants camouflaging as toll fee collectors on the way or paying at the toll plazas where the toll collection tenure over there is a high scope for this in the future for the researchers to make it up with still higher modifications to be used by consumers and business people to deliver and procure goods on the way of a travel, avoid vehicle theft, track the lost car with an built-in app while manufacturing, etc., and it is clarified thus that the proposed algorithm provides an awesome chance for not just completion but in all its possible aspects utterly, for accomplishment. This paper provides an efficient proposed approach for the Indian toll plaza using the proposed hidden Markov model with map-matching algorithm.

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Manikandan, R., Silvia Priscila, S., Latha, R. (2022). An Efficient Navigation Approach for Toll Plaza Using Map-Matching Algorithm with Hidden Markov Model. In: Ramu, A., Chee Onn, C., Sumithra, M. (eds) International Conference on Computing, Communication, Electrical and Biomedical Systems. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-030-86165-0_20

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  • DOI: https://doi.org/10.1007/978-3-030-86165-0_20

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-86164-3

  • Online ISBN: 978-3-030-86165-0

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