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  • Review
  • Open Access
412 Views
32 Pages

Trends in Control Strategies of Parallel Robot Manipulators for Robot-Assisted Rehabilitation

  • Ha T. T. Ngo,
  • Charles C. Nguyen,
  • Tu T. C. Duong and
  • Tri T. Nguyen

13 January 2026

Robot-assisted rehabilitation has demonstrated significant efficacy in improving motor function among patients with physical and neurological impairments. The development of effective rehabilitation robots requires careful integration of mechanical d...

  • Article
  • Open Access
11 Citations
3,563 Views
16 Pages

Depth and Heading Control of a Manta Robot Based on S-Plane Control

  • Yue He,
  • Yu Xie,
  • Guang Pan,
  • Yonghui Cao,
  • Qiaogao Huang,
  • Shumin Ma,
  • Daili Zhang and
  • Yong Cao

9 November 2022

Bionic underwater robots have many advantages such as high mobility, high efficiency, high affinity, etc. They are especially suitable for tasks such as collecting hydrographic information and for detailed surveys of the marine environment. These tas...

  • Article
  • Open Access
13 Citations
12,811 Views
17 Pages

Vision-Based Robot Following Using PID Control

  • Chandra Sekhar Pati and
  • Rahul Kala

Applications like robots which are employed for shopping, porter services, assistive robotics, etc., require a robot to continuously follow a human or another robot. This paper presents a mobile robot following another tele-operated mobile robot base...

  • Article
  • Open Access
12 Citations
5,490 Views
19 Pages

18 September 2019

The research of quadruped robots is fundamentally motivated by their excellent performance in complex terrain. Maintaining the trunk moving smoothly is the basis of assuring the stable locomotion of the robot. In this paper we propose a planning and...

  • Article
  • Open Access
12 Citations
9,668 Views
16 Pages

24 June 2021

This paper presents the potential of combining ROS (Robot Operating System), its state-of-art software, and EtherCAT technologies to design real-time robot control architecture for human–robot collaboration. For this, the advantages of an ROS framewo...

  • Article
  • Open Access
1 Citations
2,419 Views
30 Pages

Lightweight Two-Layer Control Architecture for Human-Following Robot

  • Gustavo A. Acosta-Amaya,
  • Deimer A. Miranda-Montoya and
  • Jovani A. Jimenez-Builes

5 December 2024

(1) Background: Human detection and tracking are critical tasks for assistive autonomous robots, particularly in ensuring safe and efficient human–robot interaction in indoor environments. The increasing need for personal assistance among the e...

  • Article
  • Open Access
5 Citations
7,164 Views
16 Pages

Nonlinear Dynamics and Control of a Cube Robot

  • Teh-Lu Liao,
  • Sian-Jhe Chen,
  • Cheng-Chang Chiu and
  • Jun-Juh Yan

19 October 2020

The paper aims to solve problems of the mathematical modeling and realization of a cube robot capable of self-bouncing and self-balancing. First, the dynamic model of the cube robot is derived by using the conservation of the angular momentum and the...

  • Review
  • Open Access
1,702 Views
27 Pages

Application of Fuzzy Logic for Collaborative Robot Control

  • Siarhei Autsou,
  • Olga Dunajeva,
  • Avar Pentel,
  • Oleg Shvets and
  • Mare Roosileht

14 October 2025

Collaborative robots (cobots) play a crucial role in modern industry by ensuring safe and efficient human–robot interaction. However, traditional control methods struggle with uncertainty handling and adaptability to dynamic environments. This...

  • Article
  • Open Access
21 Citations
17,503 Views
19 Pages

27 April 2022

This paper proposes a design methodology for a six-wheeled rover that adapt to different stairs and maintain its stability based on the robot’s parameters, the kinematics constraints, the maximum height, and the minimum length of the step requi...

  • Article
  • Open Access
5 Citations
4,032 Views
21 Pages

Torque-Based Control of a Bio-Inspired Modular Climbing Robot

  • Carlos Prados,
  • Miguel Hernando,
  • Ernesto Gambao and
  • Alberto Brunete

19 July 2023

This article presents a generalizable, low computational cost, simple, and fast gravity compensation method for legged robots with a variable number of legs. It is based on the static problem, which is a reduction in the dynamic model of the robot th...

  • Article
  • Open Access
8 Citations
4,595 Views
16 Pages

Development and Control of a Real Spherical Robot

  • Karla Schröder,
  • Gonzalo Garcia,
  • Roberto Chacón,
  • Guelis Montenegro,
  • Alberto Marroquín,
  • Gonzalo Farias,
  • Sebastián Dormido-Canto and
  • Ernesto Fabregas

11 April 2023

This paper presents the design and implementation of a spherical robot with an internal mechanism based on a pendulum. The design is based on significant improvements made, including an electronics upgrade, to a previous robot prototype developed in...

  • Article
  • Open Access
50 Citations
6,896 Views
20 Pages

Fuzzy-Based Fault-Tolerant Control for Omnidirectional Mobile Robot

  • Ahmad M. Alshorman,
  • Omar Alshorman,
  • Muhammad Irfan,
  • Adam Glowacz,
  • Fazal Muhammad and
  • Wahyu Caesarendra

9 September 2020

The motion-planning problem is well known in robotics; it aims to find a free-obstacle path from a starting point to a destination. To make use of actuation generosity and the fuzzy fast response behavior compared to other non-linear controllers, a f...

  • Article
  • Open Access
6 Citations
4,776 Views
19 Pages

13 May 2021

One of the challenging aspects of robotics research is to successfully establish a human-like behavioural control strategy for human–robot handover, since a robotic controller is further complicated by the dynamic nature of the human response. This p...

  • Article
  • Open Access
23 Citations
3,131 Views
16 Pages

Adaptive Fuzzy Control of a Cable-Driven Parallel Robot

  • Mai-The Vu,
  • Kuo-Hsien Hsia,
  • Fayez F. M. El-Sousy,
  • Thaned Rojsiraphisal,
  • Reza Rahmani and
  • Saleh Mobayen

16 October 2022

Cable robots are a type of parallel robot in which cables have replaced the usual rigid arms. In cable robots, due to the tensile strength of the cable, the workspace analysis is much more complex than in conventional robots. In this paper, we design...

  • Article
  • Open Access
2 Citations
2,056 Views
17 Pages

Collaborative Robot Control Based on Human Gaze Tracking

  • Francesco Di Stefano,
  • Alice Giambertone,
  • Laura Salamina,
  • Matteo Melchiorre and
  • Stefano Mauro

14 May 2025

Gaze tracking is gaining relevance in collaborative robotics as a means to enhance human–machine interaction by enabling intuitive and non-verbal communication. This study explores the integration of human gaze into collaborative robotics by de...

  • Article
  • Open Access
16 Citations
5,433 Views
19 Pages

Design and Control of an Omnidirectional Mobile Wall-Climbing Robot

  • Zhengyu Zhong,
  • Ming Xu,
  • Junhao Xiao and
  • Huimin Lu

22 November 2021

Omnidirectional mobile wall-climbing robots have better motion performance than traditional wall-climbing robots. However, there are still challenges in designing and controlling omnidirectional mobile wall-climbing robots, which can attach to non-fe...

  • Review
  • Open Access
1 Citations
4,298 Views
23 Pages

21 August 2025

Robotic-assisted rehabilitation has become an essential field in supporting the functional recovery of patients with neurological, musculoskeletal or post-traumatic conditions. This paper provides a systematic and applicative analysis of the control...

  • Article
  • Open Access
10 Citations
7,294 Views
31 Pages

Quadruped Robot Control: An Approach Using Body Planar Motion Control, Legs Impedance Control and Bézier Curves

  • Gabriel Duarte Gonçalves Pedro,
  • Gabriel Bermudez,
  • Vivian Suzano Medeiros,
  • Hélio Jacinto da Cruz Neto,
  • Luiz Guilherme Dias de Barros,
  • Gustavo Pessin,
  • Marcelo Becker,
  • Gustavo Medeiros Freitas and
  • Thiago Boaventura

13 June 2024

In robotics, the ability of quadruped robots to perform tasks in industrial, mining, and disaster environments has already been demonstrated. To ensure the safe execution of tasks by the robot, meticulous planning of its foot placements and precise l...

  • Article
  • Open Access
918 Views
25 Pages

A Novel Enhanced Methodology for Position and Orientation Control of the I-SUPPORT Robot

  • Carlos Relaño,
  • Zhiqiang Tang,
  • Cecilia Laschi and
  • Concepción A. Monje

This study presents a novel method for controlling the position and orientation of the bioinspired I-SUPPORT soft robot, which represents a relevant advancement in the field of soft robotics. The approach is based on module actuation decoupling and f...

  • Article
  • Open Access
1 Citations
1,576 Views
13 Pages

14 October 2024

We focus on dual-user operation, where two users control a single remote robot equipped with a force sensor using haptic interface devices. We employ a cooperative work in which the two users control the remote robot to collaborate with remote robot...

  • Article
  • Open Access
9 Citations
5,207 Views
26 Pages

Control of a Hexapod Robot Considering Terrain Interaction

  • Stefano Arrigoni,
  • Marco Zangrandi,
  • Giovanni Bianchi and
  • Francesco Braghin

24 September 2024

Bioinspired walking hexapod robots are a relatively young branch of robotics. Despite the high degree of flexibility and adaptability derived from their redundant design, open-source implementations do not fully utilize this potential. This paper pro...

  • Article
  • Open Access
12 Citations
3,285 Views
15 Pages

Fractional-Order Impedance Control for Robot Manipulator

  • Yixiao Ding,
  • Xiaolian Liu,
  • Pengchong Chen,
  • Xin Luo and
  • Ying Luo

Impedance control is an important method in robot–environment interaction. In traditional impedance control, the damping force is regarded as a linear viscoelastic model, which limits the description of the dynamic model of the impedance system...

  • Article
  • Open Access
22 Citations
9,532 Views
30 Pages

Visual Recognition and Its Application to Robot Arm Control

  • Jih-Gau Juang,
  • Yi-Ju Tsai and
  • Yang-Wu Fan

20 October 2015

This paper presents an application of optical word recognition and fuzzy control to a smartphone automatic test system. The system consists of a robot arm and two webcams. After the words from the control panel that represent commands are recognized...

  • Review
  • Open Access
45 Citations
10,061 Views
21 Pages

Review of sEMG for Robot Control: Techniques and Applications

  • Tao Song,
  • Zhe Yan,
  • Shuai Guo,
  • Yuwen Li,
  • Xianhua Li and
  • Fengfeng Xi

23 August 2023

Surface electromyography (sEMG) is a promising technology that can capture muscle activation signals to control robots through novel human–machine interfaces (HMIs). This technology has already been applied in scenarios such as prosthetic desig...

  • Article
  • Open Access
5 Citations
2,962 Views
25 Pages

Motion Control of a Hybrid Quadruped-Quadrotor Robot

  • Wenjuan Ouyang,
  • Haozhen Chi,
  • Leifeng Lu,
  • Chao Wang and
  • Qinyuan Ren

9 June 2024

Multimodal motion capability is an emerging topic in the robotics field, and this paper presents a hybrid robot system maneuvering in both terrestrial and aerial environments. Firstly, a micro quadruped–quadrotor robot with onboard sensing and...

  • Article
  • Open Access
3 Citations
3,797 Views
15 Pages

Human Robot Hand Interaction with Plastic Deformation Control

  • Kenichi Murakami,
  • Koki Ishimoto,
  • Taku Senoo and
  • Masatoshi Ishikawa

16 September 2020

In recent years, force control has become more important due to the physical interaction of robots with humans and applications of robots to complex environments. Impedance control is widely used in force control; however, it cannot reproduce the beh...

  • Review
  • Open Access
35 Citations
13,847 Views
29 Pages

A Survey of Machine Learning Approaches for Mobile Robot Control

  • Monika Rybczak,
  • Natalia Popowniak and
  • Agnieszka Lazarowska

9 January 2024

Machine learning (ML) is a branch of artificial intelligence that has been developing at a dynamic pace in recent years. ML is also linked with Big Data, which are huge datasets that need special tools and approaches to process them. ML algorithms ma...

  • Article
  • Open Access
7 Citations
2,571 Views
15 Pages

17 November 2023

To overcome the difficulty in tracking the trajectory of an inspection robot inside a transformer, this paper proposes a distributed model predictive control method. First, the kinematics and dynamics models of a robot in transformer oil are establis...

  • Article
  • Open Access
14 Citations
5,543 Views
20 Pages

4 November 2022

With the feet of a biped robot attached insecurely to a terrain, its stability is strongly affected by the characteristics of the terrain on which it runs. Therefore, for stable bipedal running, online motion control based on the states of the robot...

  • Article
  • Open Access
22 Citations
7,375 Views
16 Pages

Modeling and Control of a Wheeled Biped Robot

  • Zemin Cui,
  • Yaxian Xin,
  • Shuyun Liu,
  • Xuewen Rong and
  • Yibin Li

It is difficult to realize the stable control of a wheeled biped robot (WBR), as it is an underactuated nonlinear system. To improve the balance and dynamic locomotion capabilities of a WBR, a decoupled control framework is proposed. First, the WBR i...

  • Article
  • Open Access
20 Citations
6,098 Views
21 Pages

Human–Robot Cooperative Control Based on Virtual Fixture in Robot-Assisted Endoscopic Sinus Surgery

  • Yucheng He,
  • Ying Hu,
  • Peng Zhang,
  • Baoliang Zhao,
  • Xiaozhi Qi and
  • Jianwei Zhang

22 April 2019

In endoscopic sinus surgery, the robot assists the surgeon in holding the endoscope and acts as the surgeon’s third hand, which helps to reduce the surgeon’s operating burden and improve the quality of the operation. This paper proposes a...

  • Article
  • Open Access
4 Citations
1,498 Views
10 Pages

1 December 2002

In this work the control of a spatial robot by sliding mode control is studied. The robot model has three degrees of freedom. These robots are usually used in material handling in remote dangerous environments and production line. First, the mathemat...

  • Article
  • Open Access
1,160 Views
20 Pages

Development and Balancing Control of Control Moment Gyroscope (CMG) Unicycle–Legged Robot

  • Seungchul Shin,
  • Minjun Choi,
  • Seongmin Ahn,
  • Seongyong Hur,
  • David Kim and
  • Dongil Choi

10 October 2025

A wheeled–legged robot has the advantage of stable and agile movement on flat ground and an excellent ability to overcome obstacles. However, when faced with a narrow footprint, there is a limit to its ability to move. We developed the control...

  • Article
  • Open Access
11 Citations
3,479 Views
17 Pages

Design and Passive Training Control of Elbow Rehabilitation Robot

  • Xiaohong Cui,
  • Binrui Wang,
  • Han Lu and
  • Jiayu Chen

In this paper, a rehabilitation robot driven by multifilament muscles is designed based on the rehabilitation robot motion model and a system elbow joint model. The passive training mode of rehabilitation robots were researched, and active disturbanc...

  • Article
  • Open Access
5 Citations
2,756 Views
14 Pages

Control of Flexible Robot by Harmonic Functions

  • Zdeněk Neusser,
  • Martin Nečas and
  • Michael Valášek

1 April 2022

This work deals with the control of flexible structures as underactuated systems. The invariant control method performs the control of a flexible robot as a representative of an underactuated system with zero dynamics. The control input is separated...

  • Feature Paper
  • Article
  • Open Access
24 Citations
10,119 Views
18 Pages

A Bio-Inspired Control Strategy for Locomotion of a Quadruped Robot

  • Yinquan Zeng,
  • Junmin Li,
  • Simon X. Yang and
  • Erwei Ren

2 January 2018

In order to effectively plan the robot gaits and foot workspace trajectory (WT) synchronously, a novel biologically inspired control strategy for the locomotion of a quadruped robot based on central pattern generator—neural network—workspace trajecto...

  • Article
  • Open Access
13 Citations
4,098 Views
19 Pages

Behavioural Study of the Force Control Loop Used in a Collaborative Robot for Sanding Materials

  • Rodrigo Pérez Ubeda,
  • Santiago C. Gutiérrez Rubert,
  • Ranko Zotovic Stanisic and
  • Ángel Perles Ivars

25 December 2020

The rise of collaborative robots urges the consideration of them for different industrial tasks such as sanding. In this context, the purpose of this article is to demonstrate the feasibility of using collaborative robots in processing operations, su...

  • Article
  • Open Access
12 Citations
7,129 Views
15 Pages

Two Open Solutions for Industrial Robot Control: The Case of PUMA 560

  • Dejan Jokić,
  • Slobodan Lubura,
  • Vladimir Rajs,
  • Milan Bodić and
  • Harun Šiljak

In this paper we present two different, software and reconfigurable hardware, open architecture approaches to the PUMA 560 robot controller implementation, fully document them and provide the full design specification, software code and hardware desc...

  • Article
  • Open Access
6 Citations
3,822 Views
14 Pages

17 January 2023

This paper presents a doublegyroscope unicycle robot, which is dynamically balanced by sliding mode controller and PD controller based on its dynamics. This double−gyroscope robot uses the precession effect of the double gyro system to achieve...

  • Article
  • Open Access
920 Views
19 Pages

A Hybrid Control Scheme for Backdriving a Surgical Robot About a Pivot Point

  • Mehmet İsmet Can Dede,
  • Emir Mobedi and
  • Mehmet Fırat Deniz

16 October 2025

An incision point acts as the pivot point when a minimally invasive surgery procedure is applied. The assistive robot arms employed for such operation must have the capability to perform a remote center of motion (RCM) at this pivot point. Other than...

  • Article
  • Open Access
43 Citations
10,526 Views
20 Pages

21 March 2021

Fast and precise robot motion is needed in many industrial applications. Most industrial robot motion controllers allow externally commanded motion profiles, but the trajectory tracking performance is affected by the robot dynamics and joint servo co...

  • Article
  • Open Access
34 Citations
14,027 Views
14 Pages

MPC Control and LQ Optimal Control of A Two-Link Robot Arm: A Comparative Study

  • El-Hadi Guechi,
  • Samir Bouzoualegh,
  • Youcef Zennir and
  • Sašo Blažič

17 August 2018

This study examined the control of a planar two-link robot arm. The control approach design was based on the dynamic model of the robot. The mathematical model of the system was nonlinear, and thus a feedback linearization control was first proposed...

  • Article
  • Open Access
38 Citations
8,018 Views
21 Pages

24 May 2022

This study designed an algorithm for the intelligent control of the motion of a mobile robot with mecanum wheels. After reviewing the model kinematics and dynamics of the robot, we conducted a synthesis of the neural control algorithm to determine ne...

  • Review
  • Open Access
59 Citations
15,722 Views
24 Pages

20 July 2022

Human–robot interaction (HRI) is a broad research topic, which is defined as understanding, designing, developing, and evaluating the robotic system to be used with or by humans. This paper presents a survey on the control, safety, and perspect...

  • Article
  • Open Access
3 Citations
2,971 Views
20 Pages

The motion process of legged robots contains not only rigid-body motion but also flexible motion with elastic deformation of the legs, especially for heavy loads. Hence, the characteristics of the flexible components and their interactions with the r...

  • Article
  • Open Access
11 Citations
3,003 Views
14 Pages

Modelling and Control of a Reconfigurable Robot for Achieving Reconfiguration and Locomotion with Different Shapes

  • S. M. Bhagya P. Samarakoon,
  • M. A. Viraj J. Muthugala,
  • Raihan E. Abdulkader,
  • Soh Wei Si,
  • Thein T. Tun and
  • Mohan Rajesh Elara

9 August 2021

Area coverage is a crucial factor for a robot intended for applications such as floor cleaning, disinfection, and inspection. Robots with fixed shapes could not realize an adequate level of area coverage performance. Reconfigurable robots have been i...

  • Article
  • Open Access
32 Citations
6,027 Views
22 Pages

25 June 2019

Within this work we present AMiCUS, a Human-Robot Interface that enables tetraplegics to control a multi-degree of freedom robot arm in real-time using solely head motion, empowering them to perform simple manipulation tasks independently. The articl...

  • Article
  • Open Access
3 Citations
2,805 Views
20 Pages

2 November 2022

This paper addresses the modeling and the control of an autonomous bicycle robot where the reference point is the center of gravity. The controls are based on the wheel heading’s angular velocity and the steering’s angular velocity. They...

  • Article
  • Open Access
1,177 Views
14 Pages

Development and Testing of a Multi-Robot Integrated Control System for Antarctic Exploration

  • Taeyoung Uhm,
  • Jiwook Kwon,
  • Jongdeuk Lee,
  • Jongchan Kim,
  • Hyojun Lee and
  • Young-Ho Choi

15 September 2025

Research on extreme environmental exploration using unmanned robots has recently attracted significant attention. In particular, unmanned robot exploration in vast areas such as Antarctica requires a system capable of remotely monitoring and controll...

  • Article
  • Open Access
11 Citations
5,005 Views
11 Pages

An Approach to the Dynamics and Control of Uncertain Robot Manipulators

  • Xiaohui Yang,
  • Xiaolong Zhang,
  • Shaoping Xu,
  • Yihui Ding,
  • Kun Zhu and
  • Peter Xiaoping Liu

26 March 2019

In this paper, a novel constraint-following control for uncertain robot manipulators that is inspired by analytical dynamics is developed. The motion can be regarded as external constraints of the system. However, it is not easy to obtain explicit eq...

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