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    Opportunistic beam training with hybrid analog/digital codebooks for mmWave systems

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    Type
    Conference Paper
    Authors
    Eltayeb, Mohammed E.
    Alkhateeb, Ahmed
    Heath, Robert W.
    Al-Naffouri, Tareq Y. cc
    KAUST Department
    Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
    Electrical Engineering Program
    Date
    2016-02-25
    Online Publication Date
    2016-02-25
    Print Publication Date
    2015-12
    Permanent link to this record
    http://hdl.handle.net/10754/621283
    
    Metadata
    Show full item record
    Abstract
    © 2015 IEEE. Millimeter wave (mmWave) communication is one solution to provide more spectrum than available at lower carrier frequencies. To provide sufficient link budget, mmWave systems will use beamforming with large antenna arrays at both the transmitter and receiver. Training these large arrays using conventional approaches taken at lower carrier frequencies, however, results in high overhead. In this paper, we propose a beam training algorithm that efficiently designs the beamforming vectors with low training overhead. Exploiting mmWave channel reciprocity, the proposed algorithm relaxes the need for an explicit feedback channel, and opportunistically terminates the training process when a desired quality of service is achieved. To construct the training beamforming vectors, a new multi-resolution codebook is developed for hybrid analog/digital architectures. Simulation results show that the proposed algorithm achieves a comparable rate to that obtained by exhaustive search solutions while requiring lower training overhead when compared to prior work.
    Citation
    Eltayeb ME, Alkhateeb A, Heath RW, Al-Naffouri TY (2015) Opportunistic beam training with hybrid analog/digital codebooks for mmWave systems. 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP). Available: http://dx.doi.org/10.1109/GlobalSIP.2015.7418208.
    Publisher
    Institute of Electrical and Electronics Engineers (IEEE)
    Journal
    2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP)
    Conference/Event name
    IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015
    DOI
    10.1109/GlobalSIP.2015.7418208
    ae974a485f413a2113503eed53cd6c53
    10.1109/GlobalSIP.2015.7418208
    Scopus Count
    Collections
    Conference Papers; Electrical and Computer Engineering Program; Computer, Electrical and Mathematical Science and Engineering (CEMSE) Division

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