Search Results - predictive precoder design

Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach by 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…”
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Deep Learning-Empowered Predictive Precoder Design for OTFS Transmission in URLLC by 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…”
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Deep Learning-empowered Predictive Precoder Design for OTFS Transmission in URLLC by 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…”
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Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach by 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…”
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Transformer-Empowered Predictive Beamforming for Rate-Splitting Multiple Access in Non-Terrestrial Networks by 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…”
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Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems With Rate-Splitting Multiple Access by 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…”
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Predictive Strategy for Energy Harvesting MIMO Systems With Finite Alphabet Inputs and Limited Feedback by 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…”
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Mitigating the Impact of Channel Aging in Cell-Free MIMO Systems Using a Channel Predictor Based on Extended Kalman Filter by 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…”
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Predictive Coding of Bit Loading for Time-Correlated MIMO Channels With a Decision Feedback Receiver by 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…”
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End-to-End Learning of Beam Probing and RSSI-Based Multi-User Hybrid Precoding Design by 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…”
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Digital Twin of Channel: Diffusion Model for Sensing-Assisted Statistical Channel State Information Generation by 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…”
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Design of structured quantizers based on coset codes by 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…”
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