Výsledky vyhľadávania - predictive precoder design

Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach Autor Liu, Chang, Li, Shuangyang, Yuan, Weijie, Liu, Xuemeng, Ng, Derrick Wing Kwan

“…). To guarantee excellent reliability performance, pragmatic precoder design is an effective and indispensable solution…”
Získať plný text

Deep Learning-Empowered Predictive Precoder Design for OTFS Transmission in URLLC Autor Liu, Chang, Li, Shuangyang, Yuan, Weijie, Liu, Xuemeng, Ng, Derrick Wing Kwan

“…), pragmatic precoder design is an effective approach. However, an efficient precoder design highly depends on the accurate instantaneous channel state information at the transmitter (ICSIT…”
Získať plný text

Deep Learning-empowered Predictive Precoder Design for OTFS Transmission in URLLC Autor Liu, Chang, Li, Shuangyang, Yuan, Weijie, Liu, Xuemeng, Kwan Ng, Derrick Wing

“…), pragmatic precoder design is an effective approach. However, an efficient precoder design highly depends on the accurate instantaneous channel state information at the transmitter (ICSIT…”
Získať plný text

Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach Autor Liu, Chang, Li, Shuangyang, Yuan, Weijie, Liu, Xuemeng, Kwan Ng, Derrick Wing

“…). To guarantee excellent reliability performance, pragmatic precoder design is an effective and indispensable solution…”
Získať plný text

Transformer-Empowered Predictive Beamforming for Rate-Splitting Multiple Access in Non-Terrestrial Networks Autor Zhang, Shengyu, Zhang, Shiyao, Yuan, Weijie, Quek, Tony Q. S.

“…)-based method to predict the precoder design from the historical CSI directly. In particular, we first establish a predictive beamforming protocol for precoder design…”
Získať plný text

Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems With Rate-Splitting Multiple Access Autor Zhang, Shengyu, Mao, Yijie, Chen, Zihan, Clerckx, Bruno, Quek, Tony Q.S.

“… Moreover, a predictive beamforming protocol is designed to optimize the precoder design under the imperfections…”
Získať plný text

Predictive Strategy for Energy Harvesting MIMO Systems With Finite Alphabet Inputs and Limited Feedback Autor Ke, Feng, Zeng, Weiliang, Xiao, Chengshan

“… We propose a two-layer predictive strategy with the aid of context information, by constructing a precoding codebook offline at both the transmitter and receiver, to relax the time pressure for the online strategy…”
Získať plný text

Mitigating the Impact of Channel Aging in Cell-Free MIMO Systems Using a Channel Predictor Based on Extended Kalman Filter Autor Paiva, A. Regilane L., Freitas, Walter C., Antonioli, Roberto P., Silva, Yuri C. B., Fodor, Gabor

“… This effect may be more pronounced in cell-free networks due to two main reasons. First, designing centralized precoders for cell-free (CF…”
Získať plný text

Predictive Coding of Bit Loading for Time-Correlated MIMO Channels With a Decision Feedback Receiver Autor Li, Chien-Chang, Lin, Yuan-Pei

“… Predictive quantization is used for the feedback of bit loading to take advantage of the time correlation inherited from the temporally correlated channel…”
Získať plný text

End-to-End Learning of Beam Probing and RSSI-Based Multi-User Hybrid Precoding Design Autor Abdallah, Asmaa, Celik, Abdulkadir, Alkhateeb, Ahmed, Eltawil, Ahmed M.

“…This paper presents an end-to-end (E2E) autoencoder learning framework that relies on unsupervised deep learning for the joint design of millimeter wave (mmWave…”
Získať plný text

Digital Twin of Channel: Diffusion Model for Sensing-Assisted Statistical Channel State Information Generation Autor Gong, Xinrui, Liu, Xiaofeng, Lu, An-An, Gao, Xiqi, Xia, Xiang-Gen, Wang, Cheng-Xiang, You, Xiaohu

“…) as virtual digital objects. Observing the change trend of UTs' statistical CSI caused by the changes of UT's physical position enables predictive analytics for subsequent communication tasks…”
Získať plný text

Design of structured quantizers based on coset codes Autor Lee, Cheng-Chieh

“…For memoryless sources, Entropy-Constrained Scalar Quantizers (ECSQs) can perform closely to the Gish-Pierce bound at high rates. There exist two fixed-rate…”
Získať plný text