Search Results for author: Kwang-cheng Chen

Found 6 papers, 1 papers with code

Translational Quantum Machine Intelligence for Modeling Tumor Dynamics in Oncology

1 code implementation21 Feb 2022 Nam Nguyen, Kwang-cheng Chen

This paper introduces a novel hybrid quantum-classical neural architecture named $\eta-$Net that enables quantifying quantum dynamics of tumor burden concerning treatment effects.

Bayesian Optimization Decision Making +1

Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks

no code implementations21 Apr 2021 Chenxin Xu, Rong Xia, Yong Xiao, Yingyu Li, Guangming Shi, Kwang-cheng Chen

With the fast growing demand on new services and applications as well as the increasing awareness of data protection, traditional centralized traffic classification approaches are facing unprecedented challenges.

Classification General Classification +1

Predicting the Path Loss of Wireless Channel Models Using Machine Learning Techniques in MmWave Urban Communications

no code implementations2 May 2020 Saud Aldossari, Kwang-cheng Chen

The propagation signal of communication systems fundamentals is focusing on channel modeling particularly for new frequency bands such as MmWave.

BIG-bench Machine Learning

Relay Selection for 5G New Radio Via Artificial Neural Networks

no code implementations2 May 2020 Saud Aldossari, Kwang-cheng Chen

Millimeter-wave supplies an alternative frequency band of wide bandwidth to better realize pillar technologies of enhanced mobile broadband (eMBB) and ultra-reliable and lowlatency communication (uRLLC) for 5G - new radio (5G-NR).

Minimizing Age-of-Information for Fog Computing-supported Vehicular Networks with Deep Q-learning

no code implementations4 Apr 2020 Maohong Chen, Yong Xiao, Qiang Li, Kwang-cheng Chen

Connected vehicular network is one of the key enablers for next generation cloud/fog-supported autonomous driving vehicles.

Autonomous Driving Q-Learning

Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks

no code implementations24 Jan 2019 Jingjing Wang, Chunxiao Jiang, Haijun Zhang, Yong Ren, Kwang-cheng Chen, Lajos Hanzo

Future wireless networks have a substantial potential in terms of supporting a broad range of complex compelling applications both in military and civilian fields, where the users are able to enjoy high-rate, low-latency, low-cost and reliable information services.

BIG-bench Machine Learning Decision Making

Cannot find the paper you are looking for? You can Submit a new open access paper.