Andriy Sarabakha
Andriy Sarabakha
Verified email at e.ntu.edu.sg
Title
Cited by
Cited by
Year
Type-2 fuzzy logic controllers made even simpler: From design to deployment for UAVs
A Sarabakha, C Fu, E Kayacan, T Kumbasar
IEEE Transactions on Industrial Electronics 65 (6), 5069-5077, 2017
382017
Novel Levenberg–Marquardt based learning algorithm for unmanned aerial vehicles
A Sarabakha, N Imanberdiyev, E Kayacan, MA Khanesar, H Hagras
Information Sciences 417, 361-380, 2017
262017
Input uncertainty sensitivity enhanced nonsingleton fuzzy logic controllers for long-term navigation of quadrotor UAVs
C Fu, A Sarabakha, E Kayacan, C Wagner, R John, JM Garibaldi
IEEE/ASME Transactions on Mechatronics 23 (2), 725-734, 2018
242018
Y6 tricopter autonomous evacuation in an indoor environment using Q-learning algorithm
A Sarabakha, E Kayacan
2016 IEEE 55th conference on decision and control (CDC), 5992-5997, 2016
182016
A comparative study on the control of quadcopter uavs by using singleton and non-singleton fuzzy logic controllers
C Fu, A Sarabakha, E Kayacan, C Wagner, R John, JM Garibaldi
2016 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1023-1030, 2016
142016
Type-2 fuzzy elliptic membership functions for modeling uncertainty
E Kayacan, A Sarabakha, S Coupland, R John, MA Khanesar
Engineering Applications of Artificial Intelligence 70, 170-183, 2018
112018
Intuit before tuning: Type-1 and type-2 fuzzy logic controllers
A Sarabakha, C Fu, E Kayacan
Applied Soft Computing 81, 105495, 2019
92019
Similarity-based non-singleton fuzzy logic control for improved performance in UAVs
C Fu, A Sarabakha, E Kayacan, C Wagner, R John, JM Garibaldi
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
62017
Knowledge transfer between robots with similar dynamics for high-accuracy impromptu trajectory tracking
S Zhou, MK Helwa, AP Schoellig, A Sarabakha, E Kayacan
2019 18th European Control Conference (ECC), 1-8, 2019
52019
Double-input interval type-2 fuzzy logic controllers: Analysis and design
A Sarabakha, C Fu, E Kayacan
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
52017
An intelligent hybrid artificial neural network-based approach for control of aerial robots
S Patel, A Sarabakha, D Kircali, E Kayacan
Journal of Intelligent & Robotic Systems 97 (2), 387-398, 2020
42020
Online deep learning for improved trajectory tracking of unmanned aerial vehicles using expert knowledge
A Sarabakha, E Kayacan
2019 International Conference on Robotics and Automation (ICRA), 7727-7733, 2019
32019
Online Deep Fuzzy Learning for Control of Nonlinear Systems Using Expert Knowledge
A Sarabakha, E Kayacan
IEEE Transactions on Fuzzy Systems, 2019
22019
Artificial Neural Network-Assisted Controller for Fast and Agile UAV Flight: Onboard Implementation and Experimental Results
S Patel, A Sarabakha, D Kircali, G Loianno, E Kayacan
2019 Workshop on Research, Education and Development of Unmanned Aerial …, 2019
12019
Image Generation for Efficient Neural Network Training in Autonomous Drone Racing
T Morales, A Sarabakha, E Kayacan
arXiv preprint arXiv:2008.02596, 2020
2020
Learning control of unmanned aerial vehicles using artificial intelligence-based methods
A Sarabakha
Nanyang Technological University, 2020
2020
Knowledge Transfer Between Robots with Online Learning for Enhancing Robot Performance in Impromptu Trajectory Tracking
S Zhou, A Sarabakha, E Kayacan, MK Helwa, AP Schoellig
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