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Performance enhancement of safety message communication via designing dynamic power control mechanisms in vehicular ad hoc networks

  • Amjed Razzaq Alabbas
  • , Layth A. Hassnawi
  • , Muhammad Ilyas
  • , Haris Pervaiz
  • , Qammer H. Abbasi
  • , Oguz Bayat
  • Altinbas University
  • Ministry of Higher Education and Scientific Research
  • Lancaster University
  • University of Glasgow

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

In vehicular ad hoc networks (VANETs), transmission power is a key factor in several performance measures, such as throughput, delay, and energy efficiency. Vehicle mobility in VANETs creates a highly dynamic topology that leads to a nontrivial task of maintaining connectivity due to rapid topology changes. Therefore, using fixed transmission power adversely affects VANET connectivity and leads to network performance degradation. New cross-layer power control algorithms called (BL-TPC 802.11MAC and DTPC 802.11 MAC) are designed, modeled, and evaluated in this paper. The designed algorithms can be deployed in smart cities, highway, and urban city roads. The designed algorithms improve VANET performance by adapting transmission power dynamically to improve network connectivity. The power adaptation is based on inspecting some network parameters, such as node density, network load, and media access control (MAC) queue state, and then deciding on the required power level. Obtained results indicate that the designed power control algorithm outperforms the traditional 802.11p MAC considering the number of received safety messages, network connectivity, network throughput, and the number of dropped safety messages. Consequently, improving network performance means enhancing the safety of vehicle drivers in smart cities, highway, and urban city.

Original languageEnglish
Pages (from-to)1286-1308
Number of pages23
JournalComputational Intelligence
Volume37
Issue number3
DOIs
StatePublished - Aug 2021
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy
  3. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities

Keywords

  • 802.11p
  • DSRC
  • VANET
  • ad hoc network
  • collision avoidance application
  • cross-layer model
  • safety application

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