Projects per year
Abstract
Millimeter wave (mmWave) multiple-input multiple-output (MIMO) communication systems with a large number of antennas are power hungry when using conventional high-resolution analog-to-digital/digital-to-analog converters (A/Ds). To reduce the power consumption of mmWave MIMO systems, existing studies have considered hybrid structures with a reduced number of high-resolution or low-resolution A/Ds at either the transmitter or the receiver side. In this paper, we propose and investigate a multi-user hybrid architecture with low-resolution A/Ds equipped at both the transmitter and the receivers. To mitigate the impact of utilizing low-resolution A/Ds at the transceivers, we propose a novel data transmission scheme, which exploits a weighted phased-array to synthesize the beamforming matrix in the analog domain so as to mitigate inter-user interference. Under the scheme proposed, we derive the achievable rate and the energy efficiency to establish guidelines on the optimal resolution choice of A/Ds for hybrid mmWave systems. For a typical total transmit power at the BS, e.g., 30 dBm, the proposed scheme with 56-bit A/Ds can significantly improve the energy efficiency by as much as 100% over that of the conventional hybrid MIMO architecture with high-resolution A/Ds (10-bit A/Ds), without significant degradation in data rate performance.
| Original language | English |
|---|---|
| Pages (from-to) | 2142-2155 |
| Number of pages | 14 |
| Journal | IEEE Journal on Selected Areas in Communications |
| Volume | 38 |
| Issue number | 9 |
| Early online date | 8 Jun 2020 |
| DOIs | |
| Publication status | Published - Sept 2020 |
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Dive into the research topics of 'Energy efficient hybrid beamforming for multi-user millimeter wave communication with low-resolution A/D at transceivers'. Together they form a unique fingerprint.Projects
- 2 Finished
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Sparse link discovery for mobile millimeter-wave communications
Liu, C. (Chief Investigator)
4/06/18 → 31/01/20
Project: Research
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Information-theoretic capacity of outdoor mm-wave wireless communications
Hanly, S. (Primary Chief Investigator), Collings, I. (Chief Investigator), Whiting, P. (Chief Investigator), Caire, G. (Partner Investigator) & MQRES (International), M. (Student)
1/01/18 → 31/12/20
Project: Research
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