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In-depth review of advanced control strategies and cutting-edge trends in robot manipulators: analyzing the latest developments and techniques
SI Abdelmaksoud, MH Al-Mola, GEM Abro… - IEEe …, 2024 - ieeexplore.ieee.org
It is undeniable that the development of robot manipulators has gained significant attention
due to its numerous applications in various sectors. In order to address and resolve several …
due to its numerous applications in various sectors. In order to address and resolve several …
Adaptive neural network-based trajectory tracking outer loop control for a quadrotor
I Lopez-Sanchez, J Moyrón… - Aerospace Science and …, 2022 - Elsevier
This manuscript introduces a novel adaptive neural network-based controller for trajectory
tracking of quadrotors. This controller is conceived as an outer loop controller that interacts …
tracking of quadrotors. This controller is conceived as an outer loop controller that interacts …
[HTML][HTML] Trajectory tracking control of a self-balancing robot via adaptive neural networks
I Gandarilla, J Montoya-Cháirez, V Santibáñez… - … Science and Technology …, 2022 - Elsevier
In order to ensure trajectory tracking on a two degrees-of-freedom self-balancing robot
(SBR) a control scheme, based on the combination of adaptive neural networks and input …
(SBR) a control scheme, based on the combination of adaptive neural networks and input …
Neural network dynamic surface position control of n‐joint robot driven by PMSM with unknown load observer
Q Yang, H Yu, X Meng, Y Shang - IET Control Theory & …, 2022 - Wiley Online Library
To solve the problems of low accuracy and poor stability due to modeling error, external
disturbance and unknown load, which exist in the position servo control of permanent …
disturbance and unknown load, which exist in the position servo control of permanent …
The fixed-time observer-based adaptive tracking control for aerial flexible-joint robot with input saturation and output constraint
T Li, S Li, H Sun, D Lv - Drones, 2023 - mdpi.com
The aerial flexible-joint robot (AFJR) manipulation system has been widely used in recent
years. To handle uncertainty, the input saturation and the output constraint existing in the …
years. To handle uncertainty, the input saturation and the output constraint existing in the …
Adaptive control and state error prediction of flexible manipulators using radial basis function neural network and dynamic surface control method
Y Zhang, L Zhao - PloS one, 2025 - journals.plos.org
This paper introduces a novel control strategy for managing the uncertainties in flexible joint
manipulators, incorporating a Radial Basis Function Neural Network (RBFNN) with Adaptive …
manipulators, incorporating a Radial Basis Function Neural Network (RBFNN) with Adaptive …
A new fuzzy decoupled sliding mode control of flexible joint robotic manipulators based on the finite‐time observer in the presence of chaos with experimental …
AH Nezhad, AR Noiey, MR Soltanpour… - IET Control Theory & …, 2024 - Wiley Online Library
This paper presents a new fuzzy non‐singular fast terminal decoupled sliding mode control
based on the finite‐time extended state observer for trajectory tracking control of flexible joint …
based on the finite‐time extended state observer for trajectory tracking control of flexible joint …
Updating reduced-order dynamic model for flexible-joint arm to design adaptive feedback linearization control
This study deals with the construction of an enhanced dynamic model for a lever-arm with
flexible-joint to design a feedback linearization controller. The uncertainties of reduced-order …
flexible-joint to design a feedback linearization controller. The uncertainties of reduced-order …
[HTML][HTML] Passivity-Based Twisting Sliding Mode Control for Series Elastic Actuators
H Zhang, J Wang, L Zhang, S Zhang, J Zhang, Z Zhang - Actuators, 2025 - mdpi.com
This paper presents a passivity-based twisting sliding mode control (PBSMC) approach for
series elastic actuators (SEAs). To address the time-varying position trajectory tracking …
series elastic actuators (SEAs). To address the time-varying position trajectory tracking …