V2PSense: Enabling Cellular-Based V2P Collision Warning Service through Mobile Sensing

Chi-Yu Li, Giovanni Salinas, Po Hao Huang, Guan Hua Tu, Guo Huang Hsu, Tien Yuan Hsieh

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

2 Scopus citations

Abstract

The C-V2X (Cellular Vehicle-to-Everything) technology is developing in full swing. One of its mainstream services can be the Vehicle-to- Pedestrian (V2P) service. It can protect pedestrians who are mostly vulnerable on the road. In this work, we seek to enable a V2P service that can identify which pedestrians may be nearby a dangerous driving event and then notify them of warning messages. To enable this V2P service, there are two major challenges. First, a low-latency V2P message transport is required for this infrastructure-based service. Second, the pedestrian's smartphone requires an energy- efficient outdoor positioning method instead of power-hungry GPS due to its limited battery life. We thus propose a novel solution, V2PSense, which trades off positioning precision for energy savings while achieving low-latency message transport with LTE high-priority bearers. It does a coarse-grained positioning by leveraging intermittent GPS information and mobile sensing data, which includes step count from the pedometer and cellular signal strength changes. Though the V2PSense's positioning is not as precise as the GPS, it can still ensure that all the pedestrians nearby dangerous spots can be notified. Our results show that it can achieve the average precision ratio 92.6% for estimating where the pedestrian is while saving 20.8% energy, compared with the GPS always-on case.

Original languageEnglish
Title of host publication2018 IEEE International Conference on Communications, ICC 2018 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Print)9781538631805
DOIs
StatePublished - 27 Jul 2018
Event2018 IEEE International Conference on Communications, ICC 2018 - Kansas City, United States
Duration: 20 May 201824 May 2018

Publication series

NameIEEE International Conference on Communications
Volume2018-May
ISSN (Print)1550-3607

Conference

Conference2018 IEEE International Conference on Communications, ICC 2018
CountryUnited States
CityKansas City
Period20/05/1824/05/18

Keywords

  • Cellular network
  • Mobile sensing
  • V2P
  • V2X

Fingerprint Dive into the research topics of 'V2PSense: Enabling Cellular-Based V2P Collision Warning Service through Mobile Sensing'. Together they form a unique fingerprint.

  • Cite this

    Li, C-Y., Salinas, G., Huang, P. H., Tu, G. H., Hsu, G. H., & Hsieh, T. Y. (2018). V2PSense: Enabling Cellular-Based V2P Collision Warning Service through Mobile Sensing. In 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings [8422981] (IEEE International Conference on Communications; Vol. 2018-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICC.2018.8422981