Low Complexity Rate Splitting Approach in RIS-Aided Systems Based on Channel Statistics
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866914974660558848 |
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| author | Syed, Sadaf Joham, Michael Utschick, Wolfgang |
| author_facet | Syed, Sadaf Joham, Michael Utschick, Wolfgang |
| contents | Rate splitting multiple access (RSMA) and reconfigurable intelligent surface (RIS) are two prospective technologies for improving the spectral and energy efficiency in future wireless communication systems. In this work, we investigate a rate splitting (RS) technique for an RIS-aided system in the presence of only statistical channel knowledge. We propose an algorithm with a quasi closed-form solution based only on the second-order channel statistics, which reduces the design complexity of the system as it does not require estimation of the channel state information (CSI) and optimisation of the precoding filters and phase shifts of the RIS in every channel coherence interval. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_12708 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Low Complexity Rate Splitting Approach in RIS-Aided Systems Based on Channel Statistics Syed, Sadaf Joham, Michael Utschick, Wolfgang Signal Processing Rate splitting multiple access (RSMA) and reconfigurable intelligent surface (RIS) are two prospective technologies for improving the spectral and energy efficiency in future wireless communication systems. In this work, we investigate a rate splitting (RS) technique for an RIS-aided system in the presence of only statistical channel knowledge. We propose an algorithm with a quasi closed-form solution based only on the second-order channel statistics, which reduces the design complexity of the system as it does not require estimation of the channel state information (CSI) and optimisation of the precoding filters and phase shifts of the RIS in every channel coherence interval. |
| title | Low Complexity Rate Splitting Approach in RIS-Aided Systems Based on Channel Statistics |
| topic | Signal Processing |
| url | https://arxiv.org/abs/2410.12708 |