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 |
Fingerprint
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
-
Sparse link discovery for mobile millimeter-wave communications
Liu, C.
4/06/18 → 31/01/20
Project: Research
-
Information-theoretic capacity of outdoor mm-wave wireless communications
Hanly, S., Collings, I., Whiting, P., Caire, G. & MQRES (International), M.
1/01/18 → 31/12/20
Project: Research