Author:Matthias Pätzold

Publications
Radar-Based Passive Step Counter and Its Comparison with a Wrist-Worn Physical Activity Tracker Muhammad Muaaz, Sahil Waqar and Matthias Pätzold EasyChair Preprint 9079
The Influence of Human Walking Activities on the Doppler Characteristics of Non-Stationary Indoor Channel Models Muhammad Muaaz, Ahmed Abdel-Gawwad and Matthias Pätzold EasyChair Preprint 9221
Radar-Based Passive Step Counter and Its Comparison with a Wrist-Worn Physical Activity Tracker Muhammad Muaaz, Sahil Waqar and Matthias Pätzold EasyChair Preprint 9079
Wi-Fi-Based Human Activity Recognition Using Convolutional Neural Network Muhammad Muaaz, Ali Chelli and Matthias Pätzold EasyChair Preprint 6273
A New Non-Stationary 3D Channel Model with Time-Variant Path Gains for Indoor Human Activity Recognition Rym Hicheri, Ahmed Abdelgawwad and Matthias Pätzold EasyChair Preprint 6271
Human Activity Recognition Using Wi-Fi and Machine Learning Ali Chelli, Muhammad Muaaz, Ahmed Abdelgawwad and Matthias Pätzold EasyChair Preprint 6268

Keyphrases

Channel State Information², Channel transfer function, Convolutional Neural Network, Doppler characteristics, dynamic simulation, FMCW radar, Human Activities Recognition, Human Activity Recognition, machine learning, Mean Doppler shift², musculoskeletal model, non-stationary channel model, non-stationary channels, OpenSim, peak detection, Principal Component Analysis, Spectrogram⁴, step counting, Time-Frequency Distributions.