TY - GEN
T1 - Beamforming design for RIS-aided MIMO communication: a piece-wise near-field model
AU - Chen, Weijian
AU - Wei, Zhiqiang
AU - Yang, Zai
AU - Ng, Derrick Wing Kwan
AU - Matthaiou, Michalis
PY - 2024/10/4
Y1 - 2024/10/4
N2 - This work proposes a joint active and passive beamforming design for reconfigurable intelligent surface (RIS)-aided wireless communication systems. We adopt a piece-wise near-field channel model that leverages the benefits of the traditional nearfield approach while enhancing its robustness against channel estimation errors (CEEs). We analyze the impact of different channel models, including the existing near-field, the proposed piecewise near-field, and far-field channel models, on the interference distribution caused by CEEs and model mismatches. Then, by considering the interference as noise, we formulate a joint active and passive beamforming design problem to maximize the spectral efficiency (SE) and address it exploiting a block coordinate descent(BCD) framework. Simulation results demonstrate that adopting the piece-wise near-field channel model leads to an improved SE compared to both the traditional near-field and far-field models in the presence of CEEs. Additionally, the proposed piece-wise channel model strikes an effective balance between modeling accuracy and system degrees of freedom (DoF).
AB - This work proposes a joint active and passive beamforming design for reconfigurable intelligent surface (RIS)-aided wireless communication systems. We adopt a piece-wise near-field channel model that leverages the benefits of the traditional nearfield approach while enhancing its robustness against channel estimation errors (CEEs). We analyze the impact of different channel models, including the existing near-field, the proposed piecewise near-field, and far-field channel models, on the interference distribution caused by CEEs and model mismatches. Then, by considering the interference as noise, we formulate a joint active and passive beamforming design problem to maximize the spectral efficiency (SE) and address it exploiting a block coordinate descent(BCD) framework. Simulation results demonstrate that adopting the piece-wise near-field channel model leads to an improved SE compared to both the traditional near-field and far-field models in the presence of CEEs. Additionally, the proposed piece-wise channel model strikes an effective balance between modeling accuracy and system degrees of freedom (DoF).
U2 - 10.1109/ICCCWorkshops62562.2024.10693716
DO - 10.1109/ICCCWorkshops62562.2024.10693716
M3 - Conference contribution
T3 - IEEE/CIC International Conference on Communications in China (ICCC Workshops): Proceedings
SP - 385
EP - 390
BT - 2024 IEEE/CIC International Conference on Communications in China (ICCC): Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
ER -