To address the challenges of environmental sensitivity in communication links and limited terminal access in cell-free communication systems, this paper introduces reconfigurable intelligent surface (RIS) and rate splitting multiple access (RSMA) technologies to assist communication. A sum-rate optimization algorithm is proposed for RIS-aided cell-free uplink communication systems with RSMA. The algorithm aims to maximize the system sum-rate by jointly optimizing RIS passive beamforming, access point selection, power allocation of sub-messages, and decoding order. Given the non-convex nature of this discrete nonlinear programming problem, we decompose it into multiple subproblems and address them by alternatively using an optimization approach. First, a user-centric matching algorithm based on channel gain is used to obtain the optimal matching scheme. Second, the successive convex approximation (SCA) algorithm is used to solve the sub-message power distribution problem, and the Riemann conjugate gradient algorithm is utilized to solve the RIS passive beamforming problem. Third, a decoding order algorithm is developed based on channel gain and the sub-message allocation ratio. Simulation results demonstrate that the proposed algorithm achieves superior sum-rate performance compared to traditional algorithms.
| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |