Hybrid Precoder Design for Angle-of-Departure Estimation with Limited-Resolution Phase Shifters
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arXiv
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| Main Authors: | , , , , , , |
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| Format: | Preprint |
| Published: |
2023
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| _version_ | 1866929554626445312 |
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| author | Huang, Huiping Keskin, Musa Furkan Wymeersch, Henk Cai, Xuesong Wu, Linlong Thunberg, Johan Tufvesson, Fredrik |
| author_facet | Huang, Huiping Keskin, Musa Furkan Wymeersch, Henk Cai, Xuesong Wu, Linlong Thunberg, Johan Tufvesson, Fredrik |
| contents | Hybrid analog-digital beamforming stands out as a key enabler for future communication systems with a massive number of antennas. In this paper, we investigate the hybrid precoder design problem for angle-of-departure (AoD) estimation, where we take into account the practical constraint on the limited resolution of phase shifters. Our goal is to design a radio-frequency (RF) precoder and a base-band (BB) precoder to estimate AoD of the user with a high accuracy. To this end, we propose a two-step strategy where we first obtain the fully digital precoder that minimizes the angle error bound, and then the resulting digital precoder is decomposed into an RF precoder and a BB precoder, based on the alternating optimization and the alternating direction method of multipliers. Besides, we derive the quantization error upper bound and analyse the convergence behavior of the proposed algorithm. Numerical results demonstrate the superior performance of the proposed method over state-of-the-art baselines. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2312_15921 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Hybrid Precoder Design for Angle-of-Departure Estimation with Limited-Resolution Phase Shifters Huang, Huiping Keskin, Musa Furkan Wymeersch, Henk Cai, Xuesong Wu, Linlong Thunberg, Johan Tufvesson, Fredrik Information Theory Signal Processing Hybrid analog-digital beamforming stands out as a key enabler for future communication systems with a massive number of antennas. In this paper, we investigate the hybrid precoder design problem for angle-of-departure (AoD) estimation, where we take into account the practical constraint on the limited resolution of phase shifters. Our goal is to design a radio-frequency (RF) precoder and a base-band (BB) precoder to estimate AoD of the user with a high accuracy. To this end, we propose a two-step strategy where we first obtain the fully digital precoder that minimizes the angle error bound, and then the resulting digital precoder is decomposed into an RF precoder and a BB precoder, based on the alternating optimization and the alternating direction method of multipliers. Besides, we derive the quantization error upper bound and analyse the convergence behavior of the proposed algorithm. Numerical results demonstrate the superior performance of the proposed method over state-of-the-art baselines. |
| title | Hybrid Precoder Design for Angle-of-Departure Estimation with Limited-Resolution Phase Shifters |
| topic | Information Theory Signal Processing |
| url | https://arxiv.org/abs/2312.15921 |