Performance modelling of adaptive VANET with enhanced priority scheme

Lim, Joanne Mun-Yee, Chang, Yoong Choon, Alias, Mohamad Yusoff and Loo, Jonathan ORCID: (2015) Performance modelling of adaptive VANET with enhanced priority scheme. KSII Transactions on Internet and Information Systems, 9 (4). pp. 1337-1358. ISSN 1976-7277

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In this paper, we present an analytical and simulated study on the performance of adaptive vehicular ad hoc networks (VANET) priority based on Transmission Distance Reliability Range (TDRR) and data type. VANET topology changes rapidly due to its inherent nature of high mobility nodes and unpredictable environments. Therefore, nodes in VANET must be able to adapt to the ever changing environment and optimize parameters to enhance performance. However, there is a lack of adaptability in the current VANET scheme. Existing VANET IEEE802.11p’s Enhanced Distributed Channel Access; EDCA assigns priority solely based on data type. In this paper, we propose a new priority scheme which utilizes Markov model to perform TDRR prediction and assign priorities based on the proposed Markov TDRR Prediction with Enhanced Priority VANET Scheme (MarPVS). Subsequently, we performed an analytical study on MarPVS performance modeling. In particular, considering five different priority levels defined in MarPVS, we derived the probability of successful transmission, the number of low priority messages in back off process and concurrent low priority transmission. Finally, the results are used to derive the average transmission delay for data types defined in MarPVS. Numerical results are provided along with simulation results which confirm the accuracy of the proposed analysis. Simulation results demonstrate that the proposed MarPVS results in lower transmission latency and higher packet success rate in comparison with the default IEEE802.11p scheme and greedy scheduler scheme.

Item Type: Article
Identifier: 10.3837/tiis.2015.04.004
Keywords: VANET, Priority, Transmission Distance Reliability Range, Contention Window, Markov Model
Subjects: Computing
Depositing User: Jonathan Loo
Date Deposited: 22 Jun 2017 11:26
Last Modified: 06 Feb 2024 15:53


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