The first rate-splitting multiple access experimental study for unicast, multicast and joint communication and sensing

In the recent Multiple Input Multiple Output (MIMO) system, numerous studies have demonstrated the theoretical and simulation-based advantages of Rate-Splitting Multiple Access (RSMA), showcasing its potential to enhance system performance across various scenarios. However, a gap remains in the form of experimental studies. These are essential to bridge the divide between theoretical models and practical implementations. This thesis bridges the research gap between the theoretical foundations and practical implementation of RSMA. First, a prototype test-bed is developed to evaluate RSMA’s performance, comprising a two transmit-antenna base station and two single-antenna users. The experimental results demonstrate that RSMA outperforms Spatial Division Multiple Access (SDMA) and Non-Orthogonal Multiple Access (NOMA) in terms of both sum throughput and fairness performance. Notably, the advantages of RSMA become even more pronounced under practical conditions where the Channel State Information at Transmitter (CSIT) is quantized. The second part of this thesis explores RSMA’s performance in Non-Orthogonal Unicast and Multicast (NOUM) scenarios. When compared to Multi-User Linear Precoding (MULP), RSMA demonstrates superior flexibility in managing and utilizing both unicast and multicast streams.This adaptability enables RSMA better to balance the demands of unicast and multicast communication. The third part of this thesis investigates RSMA’s performance in overloaded scenarios. Specifically, a base station equipped with two transmit antennas serves two groups of users using multigroup multicasting. The results demonstrate that RSMA-based Multi-group Multicast (MGM) outperforms both NOMA-based MGM and SDMA-based MGM in terms of max-min fairness performance. The final part of this thesis examines the application of RSMA in Integrated Sensing and Communication (ISAC) scenarios, specifically addressing the question of whether a dedicated sensing signal is necessary for ISAC. Both experimental and simulation results reveal that RSMA can achieve superior sensing performance without requiring a dedicated sensing signal, all while meeting the same throughput requirements.

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Publication Details

Journal
Imperial College Research Computing Service Data Repository
Published
2024-12-17
DOI
https://doi.org/10.25560/118146
Primary Topic
Advanced Wireless Communication Technologies
Type
article
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article

The first rate-splitting multiple access experimental study for unicast, multicast and joint communication and sensing

Imperial College Research Computing Service Data Repository
Advanced Wireless Communication Technologies
article

The first rate-splitting multiple access experimental study for unicast, multicast and joint communication and sensing

article en

Abstract

In the recent Multiple Input Multiple Output (MIMO) system, numerous studies have demonstrated the theoretical and simulation-based advantages of Rate-Splitting Multiple Access (RSMA), showcasing its potential to enhance system performance across various scenarios. However, a gap remains in the form of experimental studies. These are essential to bridge the divide between theoretical models and practical implementations. This thesis bridges the research gap between the theoretical foundations and practical implementation of RSMA. First, a prototype test-bed is developed to evaluate RSMA’s performance, comprising a two transmit-antenna base station and two single-antenna users. The experimental results demonstrate that RSMA outperforms Spatial Division Multiple Access (SDMA) and Non-Orthogonal Multiple Access (NOMA) in terms of both sum throughput and fairness performance. Notably, the advantages of RSMA become even more pronounced under practical conditions where the Channel State Information at Transmitter (CSIT) is quantized. The second part of this thesis explores RSMA’s performance in Non-Orthogonal Unicast and Multicast (NOUM) scenarios. When compared to Multi-User Linear Precoding (MULP), RSMA demonstrates superior flexibility in managing and utilizing both unicast and multicast streams.This adaptability enables RSMA better to balance the demands of unicast and multicast communication. The third part of this thesis investigates RSMA’s performance in overloaded scenarios. Specifically, a base station equipped with two transmit antennas serves two groups of users using multigroup multicasting. The results demonstrate that RSMA-based Multi-group Multicast (MGM) outperforms both NOMA-based MGM and SDMA-based MGM in terms of max-min fairness performance. The final part of this thesis examines the application of RSMA in Integrated Sensing and Communication (ISAC) scenarios, specifically addressing the question of whether a dedicated sensing signal is necessary for ISAC. Both experimental and simulation results reveal that RSMA can achieve superior sensing performance without requiring a dedicated sensing signal, all while meeting the same throughput requirements.

Imperial College Research Computing Service Data Repository
Imperial College London (GB)
Openalex Percentile: Top 66%
Advanced Wireless Communication Technologies
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The first rate-splitting multiple access experimental study for unicast, multicast and joint communication and sensing · Imperial College Research Computing Service Data Repository (2024) | TGRS Research Map | TGRS