Reconfigurable intelligent surface (RIS) has attracted extensive attentions in recent years. However, most research focuses on the scenario of the narrowband and/or instantaneous channel state information (CSI), while wide bandwidth with the use of millimeter-wave (mmWave) (including sub-THz) spectrum is a major trend in next-generation wireless communications, and statistical CSI is more practical to obtain in realistic systems. Thus, we fill the blank by looking at the ergodic capacity of RIS-assisted mmWave multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) communication systems. The widely used Saleh-Valenzuela channel model is adopted to characterize the mmWave channels and only the statistical CSI is available. We first derive the approximations of the ergodic capacity by means of the majorization theory and Jensen's inequality. Then, an alternating optimization based algorithm is proposed to maximize the ergodic capacity by jointly designing the transmit covariance matrix at the base station and the reflection coefficients at the RIS. Specifically, the design of the transmit covariance matrix is transformed into a power allocation problem and solved by spatial-frequency water-filling. The reflection coefficients are optimized by the Riemannian conjugate gradient algorithm. Simulation results corroborate the closeness of the derived ergodic capacity approximations and the effectiveness of the proposed algorithms.
翻译:近些年来,大多数研究侧重于窄带和/或即时频道状态信息(CSI)的情景,而使用毫米波(mmWave)的宽带宽(包括次THz)频谱是下一代无线通信的一个主要趋势,而统计CSI在现实系统中更切合实际。因此,我们通过查看RIS-辅助毫米Wave多输入多输出(MIMO)或多输出分数多输出(OFDM)通信系统(OFDM)的垂直能力来填补空白。广泛使用的Saleh-Valenzuela频道模型被用于描述毫米波(mmWave)(包括次THiz)频谱是下一代无线通信的主要趋势,而统计CSI则更实用。然后,我们提出基于交替优化的算法,通过在基础站联合设计传输变异性矩阵(MIMO)或反射系数(OFDM)通信系统(OFDM)的传输变异性矩阵。具体地说,通过Slimalversald Exligal Exligal Exliction resmalationalation resmissionalationalbalbalation resmissionalbalation reslationalborlationalbalborlation resmationalborlationalbormationalborlationalborluplation resmationalborpolborlation res(S) resm) resm) resmission resmissm) resmissmation resmissmissionalvacolvacolvacolvaxismissmation能力的设计是通过Smissmissmissmissmissmissmissmaldaldalvax,通过S