Coherence Time and Beam Alignment for mmWave Vehicular Communications

The goal of this project is to develop a learning based approach to significantly reduce the overhead leveraging side information including user positioning information and network geometry. After initial design, we use offline learning to construct an initial mapping from user feedback to the beam selection. During operation, new data are collected and used to refine the initial mapping. The online learning part can be viewed as a multi-armed bandit (MAB) problem and solved by leveraging the existing results on the subject.

    Language

    • English

    Project

    • Status: Completed
    • Funding: $33000
    • Contract Numbers:

      DTRT13-G-UTC58

    • Sponsor Organizations:

      Office of the Assistant Secretary for Research and Technology

      University Transportation Centers Program
      Department of Transportation
      Washington, DC  United States  20590
    • Project Managers:

      Bhat, Chandra

    • Performing Organizations:

      Data-Supported Transportation Operations and Planning Center

      University of Texas at Austin
      Austin, TX  United States  78701
    • Principal Investigators:

      Heath, Robert

    • Start Date: 20140901
    • Expected Completion Date: 20151031
    • Actual Completion Date: 20151031
    • Source Data: 107

    Subject/Index Terms

    Filing Info

    • Accession Number: 01579952
    • Record Type: Research project
    • Source Agency: Data-Supported Transportation Operations and Planning Center
    • Contract Numbers: DTRT13-G-UTC58
    • Files: UTC, RIP
    • Created Date: Oct 28 2015 6:06PM