55 citations · 72 across the 9 of their papers we have counts for
9 papers
Relay-based identification of Aerodynamic and Delay Sensor Dynamics with applications for Unmanned Aerial Vehicles
Anees Peringal, Mohamad Chehadeh, Igor Boiko +1
In this paper, we present a real-time system identification method based on relay feedback testing with applications to multirotor unmanned aerial vehicles. The proposed identifica…
The Role of Time Delay in Sim2real Transfer of Reinforcement Learning for Cyber-Physical Systems
Mohamad Chehadeh, Igor Boiko, Yahya Zweiri
This paper analyzes the simulation to reality gap in reinforcement learning (RL) cyber-physical systems with fractional delays (i.e. delays that are non-integer multiple of the sam…
Analysis of the Effect of Time Delay for Unmanned Aerial Vehicles with Applications to Vision Based Navigation
Muhammad Ahmed Humais, Mohamad Chehadeh, Igor Boiko +1
In this paper, we analyze the effect of time delay dynamics on controller design for Unmanned Aerial Vehicles (UAVs) with vision based navigation. Time delay is an inevitable pheno…
Design of Dynamics Invariant LSTM for Touch Based Human-UAV Interaction Detection
Anees Peringal, Mohamad Chehadeh, Rana Azzam +3
The field of Unmanned Aerial Vehicles (UAVs) has reached a high level of maturity in the last few years. Hence, bringing such platforms from closed labs, to day-to-day interactions…
Noise Tolerant Identification and Tuning Approach Using Deep Neural Networks For Visual Servoing Applications
Oussama Abdul Hay, Mohamad Chehadeh, Abdulla Ayyad +4
Vision based control of Unmanned Aerial Vehicles (UAVs) has been adopted by a wide range of applications due to the availability of low-cost on-board sensors and computers. Tuning…
Dynamic Based Estimator for UAVs with Real-time Identification Using DNN and the Modified Relay Feedback Test
Mohamad Wahbah, Mohamad Chehadeh, Yahya Zweiri
Control performance of Unmanned Aerial Vehicles (UAVs) is directly affected by their ability to estimate their states accurately. With the increasing popularity of autonomous UAV s…
Systematic Online Tuning of Multirotor UAVs for Accurate Trajectory Tracking Under Wind Disturbances and In-Flight Dynamics Changes
Abdulaziz Y. Alkayas, Mohamad Chehadeh, Abdulla Ayyad +1
The demand for accurate and fast trajectory tracking for multirotor Unmanned Aerial Vehicles (UAVs) have grown recently due to advances in UAV avionics technology and application d…
Multirotors from Takeoff to Real-Time Full Identification Using the Modified Relay Feedback Test and Deep Neural Networks
Abdulla Ayyad, Mohamad Chehadeh, Pedro Silva +4
Low cost real-time identification of multirotor unmanned aerial vehicle (UAV) dynamics is an active area of research supported by the surge in demand and emerging application domai…
Real-time System Identification Using Deep Learning for Linear Processes with Application to Unmanned Aerial Vehicles
Abdulla Ayyad, Mohamad Chehadeh, Mohammad I. Awad +1
This paper proposes a novel parametric identification approach for linear systems using Deep Learning (DL) and the Modified Relay Feedback Test (MRFT). The proposed methodology uti…