Chia-Hung Lin

College of Engineering

Works (8)

Updated: July 5th, 2023 14:37

2023 article

6G-AUTOR: Autonomic Transceiver via Realtime On-Device Signal Analytics

Lin, C.-H., Rohit, K. V. S., Lin, S.-C., & Chu, L. C. (2023, May 18). JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, Vol. 5.

By: C. Lin n, K. Rohit n, S. Lin n & L. Chu*

author keywords: Cell-free infrastructure; Dynamic spectrum management; Automatic modulation classification; Intelligent radio; Compressed spectrum sensing; LDPC decoder
Sources: Web Of Science, ORCID
Added: May 30, 2023

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.

By: C. Lin n, S. Lin n, C. Wang n & T. Chase n

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.

By: C. Lin n, Y. Lin*, Y. Wu*, W. Chung* & T. Lee*

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.

By: Y. Lin*, M. Gu*, C. Lin n & T. Lee*

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.

By: C. Lin n, Y. Fang*, H. Chang, Y. Lin*, W. Chung*, S. Lin n, T. Lee*

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).

By: C. Lin n, S. Lin n & E. Blasch*

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).

By: C. Lin n, C. Wu*, K. Chen* & T. Lee*

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).

By: C. Lin n, Y. Lee*, W. Chung*, S. Lin n & T. Lee*

author keywords: MIMO; beamforming; transceiver design; deep learning; unsupervised learning; neural network; deep unfold
Sources: Web Of Science, ORCID
Added: October 26, 2021