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20112023
most citedModel-Driven Deep Learning for MIMO Detection

467 citations · 3.3k across the 111 of their papers we have counts for

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Showing 2022Show all

8 papers · 1 filter

cs.IT2022★ 1 cited

Multi-domain Cooperative SLAM: The Enabler for Integrated Sensing and Communications

Jie Yang, Chao-Kai Wen, Xi Yang +3

Simultaneous localization and mapping (SLAM) provides user tracking and environmental mapping capabilities, enabling communication systems to gain situational awareness. Advanced c…

eess.SP2022★ 1 cited

Wireless Semantic Transmission via Revising Modules in Conventional Communications

Peiwen Jiang, Chao-Kai Wen, Shi Jin +1

Semantic communication has become a popular research area due its high spectrum efficiency and error-correction performance. Some studies use deep learning to extract semantic feat…

eess.SP2022★ 3 cited

Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems

Jiajia Guo, Chao-Kai Wen, Shi Jin +1

Many performance gains achieved by massive multiple-input and multiple-output depend on the accuracy of the downlink channel state information (CSI) at the transmitter (base statio…

cs.IT2022

Model-Driven Deep Learning-Based MIMO-OFDM Detector: Design, Simulation, and Experimental Results

Xingyu Zhou, Jing Zhang, Chen-Wei Syu +3

Multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM), a fundamental transmission scheme, promises high throughput and robustness against multipath…

cs.IT2022

AI for CSI Feedback Enhancement in 5G-Advanced

Jiajia Guo, Chao-Kai Wen, Shi Jin +1

The 3rd Generation Partnership Project started the study of Release 18 in 2021. Artificial intelligence (AI)-native air interface is one of the key features of Release 18, where AI…

eess.IV2022★ 4 cited

Wireless Semantic Communications for Video Conferencing

Peiwen Jiang, Chao-Kai Wen, Shi Jin +1

Video conferencing has become a popular mode of meeting even if it consumes considerable communication resources. Conventional video compression causes resolution reduction under l…

eess.SP2022★ 1 cited

Multi-task Learning-based CSI Feedback Design in Multiple Scenarios

Xiangyi Li, Jiajia Guo, Chao-Kai Wen +3

For frequency division duplex systems, the essential downlink channel state information (CSI) feedback includes the links of compression, feedback, decompression and reconstruction…

cs.IT2022

Hybrid Active and Passive Sensing for SLAM in Wireless Communication Systems

Jie Yang, Chao-Kai Wen, Shi Jin

Integrating sensing functions into future mobile equipment has become an important trend. Realizing different types of sensing and achieving mutual enhancement under the existing c…