Author:Muhammad Muaaz

Publications
The Influence of Human Walking Activities on the Doppler Characteristics of Non-Stationary Indoor Channel Models Muhammad Muaaz, Ahmed Abdelgawwad and Matthias Pätzold EasyChair Preprint no. 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 no. 9079
Wi-Fi-Based Human Activity Recognition Using Convolutional Neural Network Muhammad Muaaz, Ali Chelli and Matthias Pätzold EasyChair Preprint no. 6273
Human Activity Recognition Using Wi-Fi and Machine Learning Ali Chelli, Muhammad Muaaz, Ahmed Abdelgawwad and Matthias Pätzold EasyChair Preprint no. 6268

Keyphrases

Channel State Information², Channel transfer function, Convolutional Neural Network, dynamic simulation, FMCW radar, Human Activity Recognition, machine learning, Mean Doppler shift², musculoskeletal model, non-stationary channel model, OpenSim, peak detection, Principal Component Analysis, Spectrogram³, step counting, Time-Frequency Distributions.