MIMO Precoding Exploiting Extra Degrees of Freedom (DoF) in the Wavenumber Domain
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arXiv
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| Autores principales: | , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866910614157262848 |
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| author | Chen, Yuanbin Guo, Xufeng Mao, Tianqi Wu, Qingqing Wang, Zhaocheng Yuen, Chau |
| author_facet | Chen, Yuanbin Guo, Xufeng Mao, Tianqi Wu, Qingqing Wang, Zhaocheng Yuen, Chau |
| contents | In this paper, we propose an emerging wavenumber-domain precoding scheme to break the limitations of rank-1 channels that merely supports single-stream transmission, enabling simultaneous transmission of multiple data streams. The proposed wavenumber-domain precoding scheme also breaks the Rayleigh distance demarcation, regardless of the far-field and near-field contexts. Specifically, by characterizing the channel response as the superposition of a series of Fourier harmonics specified by different wavenumbers, the degree of freedom (DoF) is dependent on the cardinality of the wavenumber support, based on which the extra DoF is presented. This representation is applicable for both far-field and near-field. Different wavenumber atoms, determined within this support, constitute the codebook for MIMO precoding, in which each atom allows for the transmission of a data stream. Then, to maximize the capacity, it is required to select the wavenumbers associated with the optimal transmission direction, and optimize its power allocation. Finally, our simulation results demonstrate the significant superiority in comparison to the conventional spatial division schemes, with the potential of approaching the theoretical performance upper bound achieved by singular value decomposition (SVD). |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_13283 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | MIMO Precoding Exploiting Extra Degrees of Freedom (DoF) in the Wavenumber Domain Chen, Yuanbin Guo, Xufeng Mao, Tianqi Wu, Qingqing Wang, Zhaocheng Yuen, Chau Signal Processing Information Theory In this paper, we propose an emerging wavenumber-domain precoding scheme to break the limitations of rank-1 channels that merely supports single-stream transmission, enabling simultaneous transmission of multiple data streams. The proposed wavenumber-domain precoding scheme also breaks the Rayleigh distance demarcation, regardless of the far-field and near-field contexts. Specifically, by characterizing the channel response as the superposition of a series of Fourier harmonics specified by different wavenumbers, the degree of freedom (DoF) is dependent on the cardinality of the wavenumber support, based on which the extra DoF is presented. This representation is applicable for both far-field and near-field. Different wavenumber atoms, determined within this support, constitute the codebook for MIMO precoding, in which each atom allows for the transmission of a data stream. Then, to maximize the capacity, it is required to select the wavenumbers associated with the optimal transmission direction, and optimize its power allocation. Finally, our simulation results demonstrate the significant superiority in comparison to the conventional spatial division schemes, with the potential of approaching the theoretical performance upper bound achieved by singular value decomposition (SVD). |
| title | MIMO Precoding Exploiting Extra Degrees of Freedom (DoF) in the Wavenumber Domain |
| topic | Signal Processing Information Theory |
| url | https://arxiv.org/abs/2409.13283 |