Guanshu Yang

Path Loss Prediction Based on Machine Learning: Principle, Method, and Data Expansion

Yan Zhang, Jinxiao Wen, Guanshu Yang et al. · Applied Sciences · 2019 · 195 citations · Full text

Engineering, Machine Learning, Data Expansion +18

Air‐to‐Air Path Loss Prediction Based on Machine Learning Methods in Urban Environments

Yan Zhang, Jinxiao Wen, Guanshu Yang et al. · Wireless Communications and Mobile Computing · 2018 · 108 citations · Full text

Machine‐learning‐based prediction methods for path loss and delay spread in air‐to‐ground millimetre‐wave channels

Guanshu Yang, Yan Zhang, Zunwen He et al. · IET Microwaves Antennas & Propagation · 2019 · 83 citations · Full text

Channel Modeling, Wireless Communications, Engineering +15

Path Loss Prediction Based on Machine Learning Methods for Aircraft Cabin Environments

Jinxiao Wen, Yan Zhang, Guanshu Yang et al. · IEEE Access · 2019 · 81 citations · Full text

Wireless Communications, Engineering, Machine Learning +20

A Two-Step Environment-Learning-Based Method for Optimal UAV Deployment

Xinran Luo, Yan Zhang, Zunwen He et al. · IEEE Access · 2019 · 19 citations · Full text

Standard Ddpg Algorithm, Engineering, Aerial Robotics +13