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[HTML][HTML] Deep learning for channel estimation in physical layer wireless communications: Fundamental, methods, and challenges
C Lv, Z Luo - Electronics, 2023 - mdpi.com
With the rapid development of wireless communication technology, intelligent
communication has become one of the mainstream research directions after the fifth …
communication has become one of the mainstream research directions after the fifth …
Transfer learning for signal detection in wireless networks
The last decade has witnessed the rapid growth of deep learning (DL) applications in
wireless communications, especially for channel estimation and signal detection. However …
wireless communications, especially for channel estimation and signal detection. However …
Modified user grou** and hybrid precoding for information decoding and energy harvesting in hardware impaired point-to-point MM-wave massive MIMO NOMA
The fifth generation (5G) and beyond 5G race covers both spectral-efficient and energy-
efficient mechanisms such as simultaneous wireless information decoding and energy …
efficient mechanisms such as simultaneous wireless information decoding and energy …
A Variational Bayesian Approach for Channel Estimation in Pilot-Contaminated User-Centric C-RAN System
In fifth-generation and beyond (5GB) wireless communication systems, Cloud Radio Access
Network (C-RAN) is recognized as a vital technology. In this endeavor, User-Centric C-RAN …
Network (C-RAN) is recognized as a vital technology. In this endeavor, User-Centric C-RAN …
Learning Power Allocation and Channel Estimation for Superimposed Pilot-Assisted Multiuser MIMO
Superimposed pilot (SIP) enhances the spectral efficiency of multiple-input multiple-output
(MIMO) communication by superimposing pilots upon data at specific power levels, without …
(MIMO) communication by superimposing pilots upon data at specific power levels, without …
A scheme of combining DFO and channel estimation scheme for mobile OFDM systems
L Yang, Y Shao, A Chang, B Hu - IET Communications, 2024 - Wiley Online Library
To reduce the impact of residual Doppler frequency offset (RDFO), a joint DFO estimation
and CE scheme is proposed for the OFDM systems under the high‐speed mobile …
and CE scheme is proposed for the OFDM systems under the high‐speed mobile …