Theoretical and Experimental Assessment of Large Beam Codebook at mmWave Devices: How Much is Enough?
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arXiv
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| Format: | Preprint |
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2025
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| _version_ | 1866909610321903616 |
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| author | Bozkurt, Bora Gunel, Hasan Atalay Chraiti, Mohaned Hokelek, Ibrahim Gorcin, Ali Ghrayeb, Ali |
| author_facet | Bozkurt, Bora Gunel, Hasan Atalay Chraiti, Mohaned Hokelek, Ibrahim Gorcin, Ali Ghrayeb, Ali |
| contents | Modern millimeter wave (mmWave) transceivers come with a large number of antennas, each of which can support thousands of phase shifter configurations. This capability enables beam sweeping with fine angular resolution, but results in large codebook sizes that can span more than six orders of magnitude. On the other hand, the mobility of user terminals and their randomly changing orientations require constantly adjusting the beam direction. A key focus of recent research has been on the design of beam sweeping codebooks that balance a trade-off between the achievable gain and the beam search time, governed by the codebook size. In this paper, we investigate the extent to which a large codebook can be reduced to fewer steering vectors while covering the entire angular space and maintaining performance close to the maximum array gain. We derive a closed-form expression for the angular coverage range of a steering vector, subject to maintaining a gain loss within \(γ\) dB (e.g., 2\, dB) with respect to the maximum gain achieved by an infinitely large codebook. We demonstrate, both theoretically and experimentally, that a large beam-steering codebooks (such as the \(1024^{16}\) set considered in our experiment) can be reduced to just a few steering vectors. This framework serves as a proof that only a few steering vectors are sufficient to achieve near-maximum gain, challenging the common belief that a large codebook with fine angular resolution is essential to fully reap the benefits of an antenna array. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2505_09162 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Theoretical and Experimental Assessment of Large Beam Codebook at mmWave Devices: How Much is Enough? Bozkurt, Bora Gunel, Hasan Atalay Chraiti, Mohaned Hokelek, Ibrahim Gorcin, Ali Ghrayeb, Ali Information Theory Signal Processing Modern millimeter wave (mmWave) transceivers come with a large number of antennas, each of which can support thousands of phase shifter configurations. This capability enables beam sweeping with fine angular resolution, but results in large codebook sizes that can span more than six orders of magnitude. On the other hand, the mobility of user terminals and their randomly changing orientations require constantly adjusting the beam direction. A key focus of recent research has been on the design of beam sweeping codebooks that balance a trade-off between the achievable gain and the beam search time, governed by the codebook size. In this paper, we investigate the extent to which a large codebook can be reduced to fewer steering vectors while covering the entire angular space and maintaining performance close to the maximum array gain. We derive a closed-form expression for the angular coverage range of a steering vector, subject to maintaining a gain loss within \(γ\) dB (e.g., 2\, dB) with respect to the maximum gain achieved by an infinitely large codebook. We demonstrate, both theoretically and experimentally, that a large beam-steering codebooks (such as the \(1024^{16}\) set considered in our experiment) can be reduced to just a few steering vectors. This framework serves as a proof that only a few steering vectors are sufficient to achieve near-maximum gain, challenging the common belief that a large codebook with fine angular resolution is essential to fully reap the benefits of an antenna array. |
| title | Theoretical and Experimental Assessment of Large Beam Codebook at mmWave Devices: How Much is Enough? |
| topic | Information Theory Signal Processing |
| url | https://arxiv.org/abs/2505.09162 |