Abstract
To reduce the number of phase shifters for analog precoding in millimeter wave massive multiple-input multiple-output communications, we investigate the hybrid use of expensive phase shifters and low-cost switches. Different from the existing fixed phase shifter (FPS) architecture where the phases are fixed and independent of the channel state information, we consider variable phase shifter (VPS) whose phases are variable and subject to the hardware constraint. Based on the VPS architecture, a hybrid precoding design (HPD) scheme named VPS-HPD is proposed to optimize the phases according to the channel state information. Specifically, we alternately optimize the analog precoder and the digital precoder, where the former is converted into several subproblems and each subproblem further includes the alternating optimization of the phase matrix and switch matrix. Simulation results show that the spectral efficiency of the VPS-HPD scheme is very close to that of the fully digital precoding, higher than that of the existing MO-AltMin scheme for the fully-connected architecture with much fewer phase shifters, and substantially higher than that of the existing FPS-AltMin scheme for the FPS architecture with the same number of phase shifters.
| Original language | English |
|---|---|
| Title of host publication | 2021 IEEE Global Communications Conference (GLOBECOM) |
| Subtitle of host publication | Proceedings |
| Publisher | IEEE |
| Number of pages | 6 |
| ISBN (Electronic) | 9781728181042 |
| ISBN (Print) | 978-1-7281-8105-9 |
| DOIs | |
| Publication status | Published - Dec 2021 |
| Externally published | Yes |
| Event | 2021 IEEE Global Communications Conference (GLOBECOM 2021): “Connecting Cultures around the Globe” - Ifema Madrid (In-Person & Virtual), Madrid, Spain Duration: 7 Dec 2021 → 11 Dec 2021 https://globecom2021.ieee-globecom.org/hotel-travel/venue |
Publication series
| Name | IEEE Global Communications Conference, GLOBECOM - Proceedings |
|---|
Conference
| Conference | 2021 IEEE Global Communications Conference (GLOBECOM 2021) |
|---|---|
| Place | Spain |
| City | Madrid |
| Period | 7/12/21 → 11/12/21 |
| Internet address |
Funding
This work is supported in part by the National Natural Science Foundation of China (NSFC) under Grant 62071116.
Research Keywords
- Alternating minimization
- hybrid precoding
- massive MIMO
- millimeter wave (mmWave) communications
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