A Multi-rate Congestion Controller for Pedestrian Communication

Ali Rostami, Bin Cheng, Hongsheng Lu, John B. Kenney, Marco Gruteser

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

Pedestrian-to-Everything (P2X) communication can support numerous applications from improving traffic light cycle schedules to increase pedestrian safety. However, challenges, such as limited wireless channel resources and battery power, need to be addressed before mass deployment of these systems. In this paper, we introduce a distributed channel congestion control algorithm for Personal Safety Messages (PSMs) that can converge in heterogeneous application environments with different message rates. Different message rates arise, for example, with contextual transmission policies (CTP) that activate different applications based on situational context, such as the estimated positioning accuracy. To minimize channel sensing energy usage, we further propose a novel collaborative channel load measurement mechanism. To evaluate these proposals, we simulate a dense pedestrian scenario in ns-3 with heterogeneous message rates. The simulations show that the proposed algorithm converges and improves the information age for P2X safety applications while reducing energy consumption by 90% compared to existing vehicle-to-vehicle congestion control algorithms.

Original languageEnglish (US)
Title of host publication2019 IEEE Vehicular Networking Conference, VNC 2019
EditorsDanijela Cabric, Onur Altintas, Tim Leinmueller, Hongwei Zhang, Takamasa Higuchi
PublisherIEEE Computer Society
ISBN (Electronic)9781728145716
DOIs
StatePublished - Dec 2019
Event2019 IEEE Vehicular Networking Conference, VNC 2019 - Los Angeles, United States
Duration: Dec 4 2019Dec 6 2019

Publication series

NameIEEE Vehicular Networking Conference, VNC
Volume2019-December
ISSN (Print)2157-9857
ISSN (Electronic)2157-9865

Conference

Conference2019 IEEE Vehicular Networking Conference, VNC 2019
Country/TerritoryUnited States
CityLos Angeles
Period12/4/1912/6/19

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Automotive Engineering
  • Control and Systems Engineering
  • Electrical and Electronic Engineering
  • Transportation

Keywords

  • Channel Congestion Control
  • Connected Vehicles
  • DSRC
  • P2X
  • Pedestrian-to-Vehicle

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