Abstract

Highly dynamic geographical topology, two-direction mobility, and varying traffic density can lead to fairness issues in Vehicular Ad-hoc Networks (VANETs). The Medium Access Control (MAC) protocol plays a vital role in sharing the common wireless channel efficiently between vehicles in a VANET system. However, ensuring fairness between vehicles can be a challenge in designing MAC protocols for VANET systems. The existing protocol, IEEE 802.11 DCF, ensures that the packet transmission rate for a particular vehicle is directly proportional to the amount of time a vehicle spends within a service area, but it does not guarantee that faster vehicles will be able to send the minimum number of packets. Other existing MAC protocols based on IEEE 802.11 are able to provide a minimum amount of data transmission regardless of velocity, but are unable to provide an amount of data transmission that is more proportionate to the time a vehicle spends in the service area. To address the above limitations, we propose a Speed Aware Fairness Enabled MAC (SAFE-MAC) protocol that calculates the residence time of a vehicle in a service area by using mobility metrics such as position, direction, and speed to synthesize the transmission probability of each individual vehicle with respect to its residence time. This is achieved by dynamically altering the values of parameters such as minimum contention window, maximum backoff stage, and retransmission limit in the MAC protocol. We then develop an analytical model to compare the performance of our proposed protocol with contemporary MAC protocols. Numerical analysis results show that our proposed protocol significantly improves fairness among the speed-varying vehicles in VANET.

Highlights

  • Academia, transportation services, and the automotive industry have long awaited the realization of a completely autonomous Vehicular Ad-hoc Networks (VANETs) system that can prevent collisions, reduce wasteful driving, stay up to date with real time traffic information, and provide streaming entertainment to commuters.VANET are a subset of Mobile Ad-hoc Networks (MANETs) that offer a promising avenue towards these goals [1]

  • It adapts the Medium Access Control (MAC) parameters of each vehicle according to its residence time in the service area of a RSU to mitigate the fairness problem which arises due to the varying residence time of the vehicles

  • Small size minimum contention window is used by high speed vehicles or/and vehicles having small residence time

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Summary

Introduction

Transportation services, and the automotive industry have long awaited the realization of a completely autonomous VANET system that can prevent collisions, reduce wasteful driving, stay up to date with real time traffic information, and provide streaming entertainment to commuters. The IEEE 802.11 standard MAC protocol [20] does not provide a minimum chance for high velocity vehicles to communicate with RSU, because the same MAC parameters are utilized by all vehicles As a result, this protocol is not suitable for safety applications. A modified IEEE 802.11 DCF based fair access MAC scheme is proposed in [3] that ensures absolute fairness by providing equal chance for all vehicles to communicate with the RSU. This protocol assumes that all vehicles will only transmit safety messages. A preliminary version of this work was presented in [21]

Contributions of the Paper
Organization of the Paper
VANET System Architecture and Components
Fairness in Resource Allocation
Problem Statement
Previous Works
System Model and Assumptions
Proposed SAFE-MAC Protocol
Batch Selection
Markov Chain Analysis
Normalized Throughput Analysis
Analytical Results
Karamad proposed MAC protocol
Conclusions & Future Work
Full Text
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