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This paper presents an observer-integrated Reinforcement Learning (RL) approach, called Disturbance OBserver Network (DOB-Net), for robots operating in environments where disturbances are unknown and time-varying, and may frequently exceed…

Robotics · Computer Science 2020-01-30 Tianming Wang , Wenjie Lu , Zheng Yan , Dikai Liu

This paper proposes new practical design tools for the robust motion control systems based on disturbance observer (DOB). Although DOB has long been used in several motion control applications, it has insufficient analysis and design tools.…

Systems and Control · Electrical Eng. & Systems 2021-05-04 Emre Sariyildiz , Kouhei Ohnishi

This paper analyses and synthesises the Disturbance Observer (DOb) based motion control systems in the discrete-time domain. By employing Bode Integral Theorem, it is shown that continuous-time analysis methods fall-short in explaining the…

Systems and Control · Electrical Eng. & Systems 2021-01-21 Emre Sariyildiz

Iterative learning control (ILC) is a method for reducing system tracking or estimation errors over multiple iterations by using information from past iterations. The disturbance observer (DOB) is used to estimate and mitigate disturbances…

Robotics · Computer Science 2024-04-23 Harsh Modi , Zhu Chen , Xiao Liang , Minghui Zheng

This paper proposes a new nonlinear stability analysis for the acceleration-based robust position control of robot manipulators by using Disturbance Observer (DOb). It is shown that if the nominal inertia matrix is properly tuned in the…

Systems and Control · Computer Science 2019-02-22 Emre Sariyildiz , Hiromu Sekiguchi , Takahiro Nozaki , Barkan Ugurlu , Kouhei Ohnishi

This paper analyses the robust stability and performance of the Disturbance Observer- (DOb-) based digital motion control systems in discrete-time domain. It is shown that the phase margin and the robustness of the digital motion controller…

Systems and Control · Electrical Eng. & Systems 2020-10-19 Emre Sariyildiz , Satoshi Hangai , Tarik Uzunovic , Takahiro Nozaki , Kouhei Ohnishi

This paper analyzes the robustness and stability of a disturbance observer (DOB) and a reaction torque observer (RTOB) based robust motion control systems. Conventionally, a DOB is analyzed by using an ideal velocity measurement that is…

Systems and Control · Electrical Eng. & Systems 2019-12-12 Emre Sariyildiz , Kouhei Ohnishi

Repetitive operations are widely conducted by automatic machines in industry. Periodic disturbances induced by the repetitive operations must be compensated to achieve precise functioning. In this paper, a periodic-disturbance observer…

Systems and Control · Electrical Eng. & Systems 2022-07-05 Hisayoshi Muramatsu , Seiichiro Katsura

The goal of this paper is to clarify the robustness and performance constraints in the design of control systems based on disturbance observer (DOB). Although the bandwidth constraints of a DOB have long been very well-known by experiences…

Systems and Control · Electrical Eng. & Systems 2019-12-16 Emre Sariyildiz , Kouhei Ohnishi

Disturbance observer is an inner-loop output-feedback controller whose role is to reject external disturbances and to make the outer-loop baseline controller robust against plant's uncertainties. Therefore, the closed-loop system with the…

Systems and Control · Electrical Eng. & Systems 2021-01-11 Hyungbo Shim

This paper shows that the design constraints of the Disturbance Observer (DOb) based robust motion control systems become stricter when they are implemented using computers or microcontrollers. The stricter design constraints put new upper…

Systems and Control · Electrical Eng. & Systems 2022-02-02 Emre Sariyildiz

The trade-off between the noise-sensitivity and the performance of disturbance estimation is well-known in the Disturbance Observer- (DOb-) based motion control systems. As the bandwidth of the DOb increases, not only the performance but…

Systems and Control · Electrical Eng. & Systems 2021-01-22 Emre Sariyildiz

This letter proposes an anti-disturbance control scheme for rotor drones to counteract voltage drop (VD) disturbance caused by voltage drop of the battery, which is a common case for long-time flight or aggressive maneuvers. Firstly, the…

Systems and Control · Electrical Eng. & Systems 2025-04-15 Yuhang Liu , Jindou Jia , Zihan Yang , Kexin Guo

The research on aerial manipulation systems has been increased rapidly in recent years. These systems are very attractive for a wide range of applications due to their unique features. However, dynamics, control and manipulation tasks of…

Robotics · Computer Science 2024-09-06 Ahmed Khalifa , Mohamed Fanni , Alaa Khalifa

This paper presents a new HPDOb that significantly improves disturbance estimation accuracy and robustness in motion control systems, surpassing the capabilities of conventional DObs. The proposed observer is analysed and synthesised in the…

Systems and Control · Electrical Eng. & Systems 2026-01-07 Emre Sariyildiz

We have demonstrated broadband frequency-noise suppression in a laser stabilization system by augmenting a conventional proportional-integral-derivative (PID) controller with a digital disturbance observer (DOB) implemented on a…

Deep object pose estimators are notoriously overconfident. A grasping agent that both estimates the 6-DoF pose of a target object and predicts the uncertainty of its own estimate could avoid task failure by choosing not to act under high…

Robotics · Computer Science 2025-06-27 Eric C. Joyce , Qianwen Zhao , Nathaniel Burgdorfer , Long Wang , Philippos Mordohai

Cooperative suspended aerial transportation is highly susceptible to multi-source disturbances such as aerodynamic effects and thrust uncertainties. To achieve precise load manipulation, existing methods often rely on extra sensors to…

Robotics · Computer Science 2025-12-11 Lidan Xu , Dadong Fan , Junhong Wang , Wenshuo Li , Hao Lu , Jianzhong Qiao

This paper presents a tutorial-style review on the recent results about the disturbance observer (DOB) in view of robust stabilization and recovery of the nominal performance. The analysis is based on the case when the bandwidth of Q-filter…

Systems and Control · Computer Science 2018-12-05 Hyungbo Shim , Gyunghoon Park , Youngjun Joo , Juhoon Back , Nam Hoon Jo

Aerial grasping, particularly soft aerial grasping, holds significant promise for drone delivery and harvesting tasks. However, controlling UAV dynamics during aerial grasping presents considerable challenges. The increased mass during…

Robotics · Computer Science 2024-09-24 Hiu Ching Cheung , Bailun Jiang , Yang Hu , Henry K. Chu , Chih-Yung Wen , Ching-Wei Chang
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