TY - GEN
T1 - Unified Mathematical Framework for Intelligent Transceiver Design
AU - Li, Feng
AU - Dai, Gang
AU - Du, Heng
AU - Zhang, Yiqing
AU - Hu, Zhengyang
AU - Liu, Guanzhang
AU - Li, Runhua
AU - Xue, Jiang
AU - Xu, Zongben
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - This paper proposes a unified mathematical frame-work for intelligent transceiver design. It mainly includes three most important modules in the communication system, namely, beamforming, channel estimation and Multiple-Input Multiple-Output (MIMO) detection. Firstly, the mathematical correlation behind different algorithms of a single communication module is analyzed, the purpose is to realize the unification between different algorithms of a specific communication module. Next, a cross-module unified mathematical framework is proposed. Finally, an AI architecture for the unified mathematical framework is designed, which shows that the intelligent transceiver based on the mathematical framework has higher performance.
AB - This paper proposes a unified mathematical frame-work for intelligent transceiver design. It mainly includes three most important modules in the communication system, namely, beamforming, channel estimation and Multiple-Input Multiple-Output (MIMO) detection. Firstly, the mathematical correlation behind different algorithms of a single communication module is analyzed, the purpose is to realize the unification between different algorithms of a specific communication module. Next, a cross-module unified mathematical framework is proposed. Finally, an AI architecture for the unified mathematical framework is designed, which shows that the intelligent transceiver based on the mathematical framework has higher performance.
KW - MIMO detection
KW - beamforming
KW - channel estimation
KW - intelligent transceiver
KW - unified mathematical framework
UR - https://www.scopus.com/pages/publications/85147036430
U2 - 10.1109/VTC2022-Fall57202.2022.10013067
DO - 10.1109/VTC2022-Fall57202.2022.10013067
M3 - 会议稿件
AN - SCOPUS:85147036430
T3 - IEEE Vehicular Technology Conference
BT - 2022 IEEE 96th Vehicular Technology Conference, VTC 2022-Fall 2022 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 96th IEEE Vehicular Technology Conference, VTC 2022-Fall 2022
Y2 - 26 September 2022 through 29 September 2022
ER -