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

Mohammed E. Eltayeb, Ahmed Alkhateeb, Robert W. Heath, Tareq Y. Al-Naffouri

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

16 Scopus citations

Abstract

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.

Original languageEnglish (US)
Title of host publication2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages315-319
Number of pages5
ISBN (Electronic)9781479975914
DOIs
StatePublished - Feb 23 2016
Externally publishedYes
EventIEEE Global Conference on Signal and Information Processing, GlobalSIP 2015 - Orlando, United States
Duration: Dec 13 2015Dec 16 2015

Other

OtherIEEE Global Conference on Signal and Information Processing, GlobalSIP 2015
CountryUnited States
CityOrlando
Period12/13/1512/16/15

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ASJC Scopus subject areas

  • Information Systems
  • Signal Processing

Cite this

Eltayeb, M. E., Alkhateeb, A., Heath, R. W., & Al-Naffouri, T. Y. (2016). Opportunistic beam training with hybrid analog/digital codebooks for mmWave systems. In 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015 (pp. 315-319). [7418208] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GlobalSIP.2015.7418208