Sensing Vehicle Selection Scheme Optimization in Vehicular Crowdsensing

  • Haiyang Yu
  • , Chenyang Liu
  • , Yang Yang
  • , Lu Zhang
  • , Fei Wang
  • , Yilong Ren*
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Vehicular crowdsensing (VC) is one of the applications of mobile crowdsensing technology. Vehicular crowdsensing can be an effective method for urban traffic sensing applications by collecting data in urban road networks through ubiquitous sensor-mounted vehicles. However, due to the limited network resources and the randomness of automobiles, the quality of service (QoS) of VC cannot be effectively guaranteed. In this paper, a novel efficient model is proposed to evaluate the QoS of VC, which considering the sensing coverage and road-network topology (the importance of sensed information is related to road-network topology). In addition, we propose a novel node selection method, and evaluate the performance of it through comparing with other exiting methods. The results demonstrate that the proposed model is effective in better evaluating the QoS of VC, and the novel node selection method is more useful in improving the QoS of VC than other methods.

Original languageEnglish
Title of host publicationCICTP 2020
Subtitle of host publicationTransportation Evolution Impacting Future Mobility - Selected Papers from the 20th COTA International Conference of Transportation Professionals
EditorsHeng Wei, Haizhong Wang, Lei Zhang, Yisheng An, Xiangmo Zhao
PublisherAmerican Society of Civil Engineers (ASCE)
Pages5040-5053
Number of pages14
ISBN (Electronic)9780784483053
StatePublished - 2020
Event20th COTA International Conference of Transportation Professionals: Transportation Evolution Impacting Future Mobility, CICTP 2020 - Xi'an, China
Duration: 14 Aug 202016 Aug 2020

Publication series

NameCICTP 2020: Transportation Evolution Impacting Future Mobility - Selected Papers from the 20th COTA International Conference of Transportation Professionals

Conference

Conference20th COTA International Conference of Transportation Professionals: Transportation Evolution Impacting Future Mobility, CICTP 2020
Country/TerritoryChina
CityXi'an
Period14/08/2016/08/20

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