Modeling and Analysis of MmWave V2X Networks with Vehicular Platoon Systems

Wenqiang Yi, Yuanwei Liu*, Yansha Deng, Arumugam Nallanathan, Robert W. Heath

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

43 Citations (Scopus)
250 Downloads (Pure)

Abstract

Due to the low traffic congestion, high fuel efficiency, and comfortable travel experience, vehicular platoon systems (VPSs) become one of the most promising applications in millimeter wave (mmWave) vehicular networks. In this paper, an effective spatial framework for mmWave vehicle-to-everything (V2X) networks with VPSs is proposed by utilizing stochastic geometry approaches. Base stations (BSs) are modeled by a Poisson point process and vehicles are distributed according to multiple type II Matérn hard-core processes. To characterize the blockage process caused by vehicles, a closed-form expression is deduced to distinguish line-of-sight (LOS) and non-LOS transmission. This expression demonstrates that LOS links are independent of horizontal communication distances. Several closed-form probability density functions of the communication distance between a reference platoon and its serving transmitter (other platoons or BSs) are derived for analyzing the generated path loss. After designing three practical user association techniques, tractable expressions for coverage probabilities are figured out. Our work theoretically shows that the maximum density of VPSs exists and large antenna scales benefit the networks' coverage performance. The numerical results illustrate that platoons outperform individual vehicles in terms of road spectral efficiency and the considered system is LOS interference-limited.

Original languageEnglish
Article number8876629
Pages (from-to)2851-2866
Number of pages16
JournalIEEE Journal on Selected Areas in Communications
Volume37
Issue number12
Early online date18 Dec 2019
DOIs
Publication statusPublished - Dec 2019

Keywords

  • Matérn hard-core process
  • millimeter wave
  • stochastic geometry
  • user association techniques
  • vehicle-to-everything networks
  • vehicular platoon systems

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