Han-Shin Jo

Path Loss Prediction Based on Machine Learning Techniques: Principal Component Analysis, Artificial Neural Network, and Gaussian Process

Han-Shin Jo, Chanshin Park, Eunhyoung Lee, Haing Kun Choi, Jaedon Park

Although various linear log-distance path loss models have been developed for wireless sensor networks, advanced models are required to more accurately and flexibly represent the path loss for complex environments. This paper proposes a machine learning framework for modeling pat…Read more