Chia-Hung Lin
College of Engineering
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Works (7)
2021 article
A C-V2X Platform Using Transportation Data and Spectrum-Aware Sidelink Access
2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), pp. 1293–1298.
arxiv.org (repository)
Sources: Web Of Science, ORCID
Added: July 5, 2022
2021 journal article
A Survey on Deep Learning-Based Vehicular Communication Applications
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 93(4), 369–388.
author keywords: Vehicular communications; Deep learning; Intelligent transportation systems; Traffic flow forecasting; Trajectory prediction
Source: Web Of Science
Added: September 7, 2020
2021 journal article
Deep-Learning Based Decentralized Frame-to-Frame Trajectory Prediction Over Binary Range-Angle Maps for Automotive Radars
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 70(7), 6385–6398.
author keywords: Radar; Trajectory; OFDM; Predictive models; Radar antennas; Sensors; Prediction algorithms; Predictive warning; automotive radar; ConvLSTM; ST-LSTM; trajectory prediction
Source: Web Of Science
Added: August 16, 2021
2021 journal article
GCN-CNVPS: Novel Method for Cooperative Neighboring Vehicle Positioning System Based on Graph Convolution Network
IEEE ACCESS, 9, 153429–153441.
author keywords: Global Positioning System; Location awareness; Sensors; Radar; Vehicular ad hoc networks; Sensor systems; Safety; Cooperative vehicle localization; data fusion; deep neural network (DNN); graph convolution network (GCN); long short-term memory (LSTM); vehicle-to-vehicle (V2V)
Sources: Web Of Science, ORCID
Added: December 6, 2021
2021 article
TULVCAN: Terahertz Ultra-broadband Learning Vehicular Channel-Aware Networking
IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (IEEE INFOCOM WKSHPS 2021).
Sources: Web Of Science, ORCID
Added: September 6, 2022
2020 article
A Variational Autoencoder-Based Secure Transceiver Design Using Deep Learning
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).
author keywords: physical layer security; wiretap channel; deep learning; neural networks; variational autoencoder
Source: Web Of Science
Added: October 26, 2021
2020 article
Unsupervised ResNet-Inspired Beamforming Design Using Deep Unfolding Technique
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).
author keywords: MIMO; beamforming; transceiver design; deep learning; unsupervised learning; neural network; deep unfold
Sources: Web Of Science, ORCID
Added: October 26, 2021
