Search Results for author: Ronald Y. Chang

Found 7 papers, 1 papers with code

Sensor Deployment and Link Analysis in Satellite IoT Systems for Wildfire Detection

no code implementations2 Aug 2022 How-Hang Liu, Ronald Y. Chang, Yi-Ying Chen, I-Kang Fu, H. Vincent Poor

Climate change has been identified as one of the most critical threats to human civilization and sustainability.

Few-Shot Transfer Learning for Device-Free Fingerprinting Indoor Localization

1 code implementation29 Jan 2022 Bing-Jia Chen, Ronald Y. Chang

Device-free wireless indoor localization is an essential technology for the Internet of Things (IoT), and fingerprint-based methods are widely used.

Indoor Localization Transfer Learning

Sensor-Based Satellite IoT for Early Wildfire Detection

no code implementations22 Sep 2021 How-Hang Liu, Ronald Y. Chang, Yi-Ying Chen, I-Kang Fu

Frequent and severe wildfires have been observed lately on a global scale.

Deep Reinforcement Learning Aided Monte Carlo Tree Search for MIMO Detection

no code implementations30 Jan 2021 Tz-Wei Mo, Ronald Y. Chang, Te-Yi Kan

This paper proposes a novel multiple-input multiple-output (MIMO) symbol detector that incorporates a deep reinforcement learning (DRL) agent into the Monte Carlo tree search (MCTS) detection algorithm.

Decision Making reinforcement-learning +1

Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization

no code implementations23 Apr 2019 Shing-Jiuan Liu, Ronald Y. Chang, Feng-Tsun Chien

Device-free Wi-Fi indoor localization has received significant attention as a key enabling technology for many Internet of Things (IoT) applications.

Dimensionality Reduction Indoor Localization

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