Low-Complexity Hybrid Beamforming for Massive MIMO Systems in Frequency-Selective Channels

Sohail Payami, Mathini Sellathurai, Konstantinos Nikitopoulos

Research output: Contribution to journalArticle

Abstract

Hybrid beamforming for frequency-selective channels is a challenging problem, as the phase shifters provide the same phase shift to all the subcarriers. The existing approaches solely rely on the channel's frequency response, and the hybrid beamformers maximize the average spectral efficiency over the whole frequency band. Compared to state-of-the-art, we show that substantial sum-rate gains can be achieved, both for rich and sparse scattering channels, by jointly exploiting the frequency- and time-domain characteristics of the massive multiple-input multiple-output (MIMO) channels. In our proposed approach, the radio frequency (RF) beamformer coherently combines the received symbols in the time domain and, thus, it concentrates the signal's power on a specific time sample. As a result, the RF beamformer flattens the frequency response of the 'effective' transmission channel and reduces its root-mean-square delay spread. Then, a baseband combiner mitigates the residual interference in the frequency domain. We present the closed-form expressions of the proposed beamformer and its performance by leveraging the favorable propagation condition of massive MIMO channels, and we prove that our proposed scheme can achieve the performance of fully digital zero-forcing when the number of employed phases shifter networks is twice the resolvable multipath components in the time domain.

Original languageEnglish
Pages (from-to)36195-36206
Number of pages12
JournalIEEE Access
Volume7
DOIs
Publication statusPublished - 15 Mar 2019

Fingerprint

Phase shifters
Beamforming
Frequency response
Phase shift
Frequency bands
Scattering

Keywords

  • Frequency-selective channels
  • hybrid analog-and-digital beamforming
  • massive MIMO

ASJC Scopus subject areas

  • Computer Science(all)
  • Materials Science(all)
  • Engineering(all)

Cite this

Payami, Sohail ; Sellathurai, Mathini ; Nikitopoulos, Konstantinos. / Low-Complexity Hybrid Beamforming for Massive MIMO Systems in Frequency-Selective Channels. In: IEEE Access. 2019 ; Vol. 7. pp. 36195-36206.
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Low-Complexity Hybrid Beamforming for Massive MIMO Systems in Frequency-Selective Channels. / Payami, Sohail; Sellathurai, Mathini; Nikitopoulos, Konstantinos.

In: IEEE Access, Vol. 7, 15.03.2019, p. 36195-36206.

Research output: Contribution to journalArticle

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