This article discusses a method for human motion recognition based on the Long Short-Term Memory (LSTM) recurrent neural network algorithm. Employing the WISDM dataset, it extracts high-quality ...

This paper presents a novel Fuzzy PID-based Recurrent Neural Network (FPIDRNN) controller designed to enhance trajectory control in quadrotor Unmanned Aerial Vehicles (UAVs). Conventional control ...

Our previous study (Müller et al., 2020) compared results from a variety of DL methods including multilayer perceptron (MLP), RNN, long short term memory (LSTM), and 1D-convolutional neural network ...