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6,918 Results Found

  • Article
  • Open Access
1 Citations
1,236 Views
19 Pages

Modeling and Adaptive Control of Biped Robots

  • Hamid Mohammadi and
  • Omur Can Ozguney

7 August 2025

This study presents the design and performance evaluation of an adaptive control system for a biped robot with five degrees of freedom. The primary goal is to achieve stable and accurate control despite uncertainties in the robot’s dynamic para...

  • Article
  • Open Access
17 Citations
5,589 Views
24 Pages

Comparison of Modern Control Methods for Soft Robots

  • Malte Grube,
  • Jan Christian Wieck and
  • Robert Seifried

3 December 2022

With the rise in new soft robotic applications, the control requirements increase. Therefore, precise control methods for soft robots are required. However, the dynamic control of soft robots, which is required for fast movements, is still an open to...

  • Review
  • Open Access
71 Citations
25,953 Views
14 Pages

An Overview of Industrial Robots Control and Programming Approaches

  • Pietro Bilancia,
  • Juliana Schmidt,
  • Roberto Raffaeli,
  • Margherita Peruzzini and
  • Marcello Pellicciari

16 February 2023

Nowadays, manufacturing plants are required to be flexible to respond quickly to customer demands, adapting production and processes without affecting their efficiency. In this context, Industrial Robots (IRs) are a primary resource for modern factor...

  • Article
  • Open Access
12 Citations
4,750 Views
16 Pages

Behavior-Based Control Architecture for Legged-and-Climber Robots

  • Miguel Hernando,
  • Mercedes Alonso,
  • Carlos Prados and
  • Ernesto Gambao

14 October 2021

In this paper, we present a fully original control architecture for legged-and-climber robots that is level-based, hierarchical, and centralized. The architecture gives the robots the ability to perform self-reconfiguration after unforeseen leg failu...

  • Article
  • Open Access
6 Citations
3,136 Views
21 Pages

Formation Control of Mobile Robots Based on Pin Control of Complex Networks

  • Jorge D. Rios,
  • Daniel Ríos-Rivera,
  • Jesus Hernandez-Barragan,
  • Marco Pérez-Cisneros and
  • Alma Y. Alanis

6 October 2022

Robot formation control has several advantages that make it interesting for research. Multiple works have been published in the literature using different control approaches. This work presents the control of different groups of robots to achieve a d...

  • Article
  • Open Access
1 Citations
2,395 Views
19 Pages

This paper presents a novel model for predicting human movements and introduces a new control method for human–robot interaction based on this model. The developed predictive model of human movement is a holistic model that is based on well-sup...

  • Review
  • Open Access
40 Citations
18,359 Views
23 Pages

Control System Design and Methods for Collaborative Robots: Review

  • Ayesha Hameed,
  • Andrzej Ordys,
  • Jakub Możaryn and
  • Anna Sibilska-Mroziewicz

3 January 2023

Collaborative robots cooperate with humans to assist them in undertaking simple-to-complex tasks in several fields, including industry, education, agriculture, healthcare services, security, and space exploration. These robots play a vital role in th...

  • Review
  • Open Access
5 Citations
3,928 Views
34 Pages

A Review and Evaluation of Control Architectures for Modular Legged and Climbing Robots

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

Robotic control is a fundamental part of autonomous robots. Modular legged and climbing robots are complex machines made up of a variety of subsystems, ranging from a single robot with simple legs to a complex system composed of multiple legs (or mod...

  • Article
  • Open Access
4 Citations
1,956 Views
25 Pages

2 December 2024

With the rapid development of robotics technology, quadruped robots have shown significant potential in navigating complex terrains due to their excellent stability and adaptability. This paper proposes an adaptive dynamic programming control method...

  • Article
  • Open Access
1 Citations
2,274 Views
22 Pages

5 June 2022

The paper deals with the methods of handling imperfect information and the control of mobile robots acting under uncertainty. It is assumed that the robots act in autonomous regime and are controlled internally without referring the externally define...

  • Article
  • Open Access
4 Citations
4,182 Views
18 Pages

Development of a Design Methodology for Cloud Distributed Control Systems of Mobile Robots

  • Semyon Sechenev,
  • Igor Ryadchikov,
  • Alexander Gusev,
  • Abas Lampezhev and
  • Evgeny Nikulchev

This article addresses the problem of cloud distributed control systems development for mobile robots. The authors emphasize the lack of a design methodology to guide the process of the development in accordance with specific technical and economic r...

  • Review
  • Open Access
14 Citations
16,297 Views
51 Pages

Quadruped Robots: Bridging Mechanical Design, Control, and Applications

  • Qimeng Li,
  • Franco Cicirelli,
  • Andrea Vinci,
  • Antonio Guerrieri,
  • Wen Qi and
  • Giancarlo Fortino

26 April 2025

Quadruped robots have emerged as a prominent field of research due to their exceptional mobility and adaptability in complex terrains. This paper presents an overview of quadruped robots, encompassing their design principles, control mechanisms, perc...

  • Communication
  • Open Access
1 Citations
2,352 Views
10 Pages

12 December 2022

This paper presents an impedance learning-based adaptive control strategy for series elastic actuator (SEA)-driven compliant robots without the measurement of the robot–environment interaction force. The adaptive controller is designed based on...

  • Article
  • Open Access
8 Citations
2,611 Views
13 Pages

Taylor Series-Based Fuzzy Model Predictive Control for Wheeled Robots

  • Libo Yang,
  • Mei Guo,
  • Ardashir Mohammadzadeh and
  • Amir Mosavi

18 July 2022

In this paper, a new hybrid method for controlling a wheeled robot is introduced. Model predictive control (MPC) is the main controller and a fuzzy controller is used as a compensator. The wheeled robot is a nonlinear, multi-input–multi-output...

  • Review
  • Open Access
8 Citations
6,211 Views
38 Pages

Research on Control Strategy Technology of Upper Limb Exoskeleton Robots: Review

  • Libing Song,
  • Chen Ju,
  • Hengrui Cui,
  • Yonggang Qu,
  • Xin Xu and
  • Changbing Chen

3 March 2025

Upper limb exoskeleton robots, as highly integrated wearable devices with the human body structure, hold significant potential in rehabilitation medicine, human performance enhancement, and occupational safety and health. The rapid advancement of hig...

  • Article
  • Open Access
21 Citations
7,540 Views
13 Pages

On the Improvement of ROS-Based Control for Teleoperated Yaskawa Robots

  • Sana Baklouti,
  • Guillaume Gallot,
  • Julien Viaud and
  • Kevin Subrin

4 August 2021

This paper deals with Yaskawa robots controlling the Robot Operating System (ROS) for teleoperation tasks. The integration of an open-source ROS interface based on standard Motoman packages into control loop leads to large trajectory tracking errors...

  • Article
  • Open Access
3 Citations
2,296 Views
11 Pages

11 May 2022

This paper proposes a finite-time multi-modal robotic control strategy for physical human–robot interaction. The proposed multi-modal controller consists of a modified super-twisting-based finite-time control term that is designed in each inter...

  • Review
  • Open Access
426 Views
36 Pages

Research on Control Strategy of Lower Limb Exoskeleton Robots: A Review

  • Xin Xu,
  • Changbing Chen,
  • Zuo Sun,
  • Wenhao Xian,
  • Long Ma and
  • Yingjie Liu

6 January 2026

With an aging population and the high incidence of neurological diseases, rehabilitative lower limb exoskeleton robots, as a wearable assistance device, present important application prospects in gait training and human function recovery. As the core...

  • Article
  • Open Access
14 Citations
6,945 Views
13 Pages

Orientation Control System: Enhancing Aerial Maneuvers for Quadruped Robots

  • Francesco Roscia,
  • Andrea Cumerlotti,
  • Andrea Del Prete,
  • Claudio Semini and
  • Michele Focchi

20 January 2023

For legged robots, aerial motions are the only option to overpass obstacles that cannot be circumvented with standard locomotion gaits. In these cases, the robot must perform a leap to either jump onto the obstacle or fly over it. However, these move...

  • Article
  • Open Access
2 Citations
2,441 Views
27 Pages

30 November 2024

A recently developed differential geometric representation of redundant serial robot kinematics is employed to create a new extended operational space dynamics and control formulation that explicitly accounts for redundant robot degrees of freedom. T...

  • Article
  • Open Access
7 Citations
2,202 Views
20 Pages

7 June 2024

The development and study of an optimal control method for the problem of controlling the formation of a group of mobile robots is still a current and popular theme of work. However, there are few works that take into account the issues of time synch...

  • Article
  • Open Access
16 Citations
5,190 Views
21 Pages

Soft DAgger: Sample-Efficient Imitation Learning for Control of Soft Robots

  • Muhammad Sunny Nazeer,
  • Cecilia Laschi and
  • Egidio Falotico

6 October 2023

This paper presents Soft DAgger, an efficient imitation learning-based approach for training control solutions for soft robots. To demonstrate the effectiveness of the proposed algorithm, we implement it on a two-module soft robotic arm involved in t...

  • Review
  • Open Access
6 Citations
4,518 Views
26 Pages

Bionic Multi-Legged Robots with Flexible Bodies: Design, Motion, and Control

  • Xiang Li,
  • Zhe Suo,
  • Dan Liu,
  • Jianfeng Liu,
  • Wenqing Tian,
  • Jixin Wang and
  • Jianhua Wang

Bionic multi-legged robots with flexible bodies embody human ingenuity in imitating, learning, and exploring the natural world. In contrast to rigid-body robots, these robots with flexible bodies exhibit superior locomotive capabilities. The flexible...

  • Article
  • Open Access
9 Citations
1,659 Views
17 Pages

3 November 2023

In many industries, such as assembling, welding, packaging, quality control, loading, and wrapping, a specific operation is requested, which is to pick processed objects in a given area of the workspace and hold them there for a rather long time comp...

  • Article
  • Open Access
10 Citations
6,328 Views
23 Pages

16 March 2023

The integration of intelligent robots in industrial production processes has the potential to significantly enhance efficiency and reduce human adversity. However, for such robots to effectively operate within human environments, it is critical that...

  • Article
  • Open Access
583 Views
12 Pages

Control Modality and Accuracy on the Trust and Acceptance of Construction Robots

  • Daeguk Lee,
  • Donghun Lee,
  • Jae Hyun Jung and
  • Taezoon Park

6 November 2025

This study investigates how control modalities and recognition accuracy influence construction workers’ trust and acceptance of collaborative robots. Sixty participants evaluated voice and gesture control under varying levels of recognition acc...

  • Article
  • Open Access
14 Citations
8,260 Views
24 Pages

Force Control Improvement in Collaborative Robots through Theory Analysis and Experimental Endorsement

  • Rodrigo Pérez-Ubeda,
  • Ranko Zotovic-Stanisic and
  • Santiago C. Gutiérrez

24 June 2020

Due to the elasticity of their joints, collaborative robots are seldom used in applications with force control. Besides, the industrial robot controllers are closed and do not allow the user to access the motor torques and other parameters, hindering...

  • Article
  • Open Access
12 Citations
3,364 Views
21 Pages

This study provides an effective cooperative carrying and navigation control method for mobile robots in an unknown environment. The manager mode switches between two behavioral control modes—wall-following mode (WFM) and toward-goal mode (TGM)...

  • Feature Paper
  • Article
  • Open Access
1 Citations
2,125 Views
17 Pages

Iterative Learning Control Design for a Class of Mobile Robots

  • Dominik Zaborniak,
  • Piotr Balik,
  • Kacper Woźniak,
  • Bartłomiej Sulikowski and
  • Marcin Witczak

The paper presents the design of iterative learning control for a class of mobile robots. This control strategy allows driving the considered system, which executes the same control task in trials, to the predefined reference within the consecutive i...

  • Article
  • Open Access
2 Citations
4,214 Views
20 Pages

Dual-Loop Control of Cable-Driven Snake-like Robots

  • Xiantong Xu,
  • Chengzhen Wang,
  • Haibo Xie,
  • Cheng Wang and
  • Huayong Yang

4 September 2023

Snake-like robots, which have high degrees of freedom and flexibility, can effectively perform an obstacle avoidance motion in a narrow and unstructured space to complete assignments efficiently. However, accurate closed-loop control is difficult to...

  • Review
  • Open Access
23 Citations
19,003 Views
45 Pages

Survey of Visual and Force/Tactile Control of Robots for Physical Interaction in Spain

  • Gabriel J. Garcia,
  • Juan A. Corrales,
  • Jorge Pomares and
  • Fernando Torres

2 December 2009

Sensors provide robotic systems with the information required to perceive the changes that happen in unstructured environments and modify their actions accordingly. The robotic controllers which process and analyze this sensory information are usuall...

  • Article
  • Open Access
4 Citations
2,648 Views
24 Pages

Comparison between an Adaptive Gain Scheduling Control Strategy and a Fuzzy Multimodel Intelligent Control Applied to the Speed Control of Non-Holonomic Robots

  • Mateus G. Miquelanti,
  • Luiz F. Pugliese,
  • Waner W. A. G. Silva,
  • Rodrigo A. S. Braga and
  • Juliano A. Monte-Mor

31 July 2024

The main objective of this work is to address problems related to the speed control of mobile robots with non-holonomic constraints and differential traction—specifically, robots for football games in the VSS (Very Small Size) category. To achi...

  • Article
  • Open Access
5 Citations
4,548 Views
23 Pages

Reactive Balance Control for Legged Robots under Visco-Elastic Contacts

  • Thomas Flayols,
  • Andrea Del Prete,
  • Majid Khadiv,
  • Nicolas Mansard and
  • Ludovic Righetti

31 December 2020

Contacts between robots and environment are often assumed to be rigid for control purposes. This assumption can lead to poor performance when contacts are soft and/or underdamped. However, the problem of balancing on soft contacts has not received mu...

  • Article
  • Open Access
8 Citations
2,353 Views
28 Pages

Research on Trajectory-Tracking Control System of Tracked Wall-Climbing Robots

  • Haoyan Zhang,
  • Jiaqi Wu,
  • Yang An,
  • Pengshu Xie and
  • Da Cui

27 December 2023

Different from the vehicles and robots that move on the ground, complex and nonlinear track–wall interactions bring considerable difficulties to the accurate control of tracked wall-climbing robots due to the effect of gravity and adsorption. I...

  • Article
  • Open Access
1 Citations
1,620 Views
29 Pages

29 November 2024

To tackle the challenges of poor stability during real-time random gait switching and precise trajectory control for hexapod robots under limited stride and steering conditions, a novel real-time replanning gait switching control strategy based on an...

  • Review
  • Open Access
4 Citations
3,862 Views
67 Pages

A Comprehensive Review of Sensing, Control, and Networking in Agricultural Robots: From Perception to Coordination

  • Chijioke Leonard Nkwocha,
  • Adeayo Adewumi,
  • Samuel Oluwadare Folorunsho,
  • Chrisantus Eze,
  • Pius Jjagwe,
  • James Kemeshi and
  • Ning Wang

29 October 2025

This review critically examines advancements in sensing, control, and networking technologies for agricultural robots (AgRobots) and their impact on modern farming. AgRobots—including Unmanned Aerial Vehicles (UAVs), Unmanned Ground Vehicles (U...

  • Article
  • Open Access
3 Citations
1,553 Views
15 Pages

This study proposes a force–position hybrid control method for quadruped robots based on the Model Predictive Control (MPC) algorithm, aiming to address the challenges of stability and adaptability in complex terrain environments. Traditional c...

  • Article
  • Open Access
6 Citations
2,989 Views
14 Pages

2 October 2021

This paper mainly investigates formation control problems for a group of anonymous mobile robots with unknown nonlinear disturbances on a plane, in which all robots can asymptotically converge to any formation patterns without collision, and maintain...

  • Article
  • Open Access
21 Citations
7,358 Views
17 Pages

Event-Based Control Strategy for Mobile Robots in Wireless Environments

  • Rafael Socas,
  • Sebastián Dormido,
  • Raquel Dormido and
  • Ernesto Fabregas

2 December 2015

In this paper, a new event-based control strategy for mobile robots is presented. It has been designed to work in wireless environments where a centralized controller has to interchange information with the robots over an RF (radio frequency) interfa...

  • Article
  • Open Access
4 Citations
2,554 Views
19 Pages

12 June 2024

This paper presents a hybrid adaptive control strategy for upper limb rehabilitation robots using impedance learning. The hybrid adaptation consists of a differential updating mechanism for the estimation of robotic modeling uncertainties and periodi...

  • Review
  • Open Access
9 Citations
3,103 Views
25 Pages

Application of Path Planning and Tracking Control Technology in Mower Robots

  • Lixing Liu,
  • Hongjie Liu,
  • Xu Wang,
  • Jianping Li,
  • Pengfei Wang,
  • Shuteng Liu,
  • Jinxuan Zou and
  • Xin Yang

23 October 2024

Path planning and tracking is the most basic technology for mowing robots, among which the performance of algorithms has a great impact on their intelligence and efficiency. Based on the research of relevant references on mower robots, it mainly focu...

  • Article
  • Open Access
6 Citations
3,944 Views
17 Pages

Research on the Obstacle-Avoidance Steering Control Strategy of Tracked Inspection Robots

  • Chuanwei Wang,
  • Saisai Wang,
  • Hongwei Ma,
  • Heng Zhang,
  • Xusheng Xue,
  • Haibo Tian and
  • Lei Zhang

18 October 2022

Tracked inspection robots possess prominent advantages in dealing with severe environment rescue, safety inspection, and other important tasks, and have been used widely. However, tracked robots are affected by skidding and slipping, so it is difficu...

  • Article
  • Open Access
1 Citations
1,788 Views
22 Pages

8 August 2024

The challenge of effectively managing the formation and recovery of traffic cone robots (TCRs) is addressed by proposing a linear time-varying model predictive control (MPC) strategy. This problem involves coordinating multiple TCR formations within...

  • Article
  • Open Access
14 Citations
3,637 Views
21 Pages

Deep Reinforcement Learning for Flipper Control of Tracked Robots in Urban Rescuing Environments

  • Hainan Pan,
  • Xieyuanli Chen,
  • Junkai Ren,
  • Bailiang Chen,
  • Kaihong Huang,
  • Hui Zhang and
  • Huimin Lu

20 September 2023

Tracked robots equipped with flippers and LiDAR sensors have been widely used in urban search and rescue. Achieving autonomous flipper control is important in enhancing the intelligent operation of tracked robots within complex urban rescuing environ...

  • Article
  • Open Access
4 Citations
1,939 Views
18 Pages

Accurately controlling the dynamic response and suppression of undesirable dynamics such as overshoots and vibrations is a vital requirement for soft robots operating in industrial environments. Pneumatically actuated soft robots usually undergo larg...

  • Article
  • Open Access
1,554 Views
13 Pages

Coupled-Error-Based Formation Control for Rapid Formation Completion by Omni-Directional Robots

  • Ji-Wook Kwon,
  • Sung-Jo Yun,
  • Hyogon Kim,
  • Jungwoo Lee,
  • Na-Hyun Lee,
  • Young-Ho Choi and
  • Goobong Chung

23 May 2024

This paper proposes a coupled-error-based formation control algorithm for the rapid formation completion of multi-robot systems. We consider a multi-robot system with omni-directional robots with swerve-driving mechanisms and a communication system w...

  • Article
  • Open Access
9 Citations
3,780 Views
16 Pages

Novel Online Optimized Control for Underwater Pipe-Cleaning Robots

  • Yanhu Chen,
  • Siyue Liu,
  • Jinchang Fan and
  • Canjun Yang

22 June 2020

Due to the particularity of the jacket structure of offshore platforms and the complexity of the marine environment, there have been few effective localization and autonomous control methods for underwater robots that are designed for cleaning tasks....

  • Article
  • Open Access
1,865 Views
23 Pages

Terrain-Aware Hierarchical Control Framework for Dynamic Locomotion of Humanoid Robots

  • Yilei Zheng,
  • Yueqi Zhang,
  • Jingjun Yu,
  • Weidong Guo and
  • Yan Xie

Dynamic locomotion capabilities on complex terrains constitute a critical requirement for humanoid robots in industrial manufacturing and emergency response applications. To address the fundamental challenges of terrain perception, underactuated dyna...

  • Article
  • Open Access
13 Citations
4,371 Views
16 Pages

17 February 2023

Soft growing robots, which mimic the biological growth of plants, have demonstrated excellent performance in navigating tight and distant environments due to their flexibility and extendable lengths of several tens of meters. However, controlling the...

  • Article
  • Open Access
3 Citations
1,908 Views
18 Pages

A Novel LCOT Control Strategy for Self-Driving Electric Mobile Robots

  • Hwa-Dong Liu,
  • Guo-Jyun Gao,
  • Shiue-Der Lu and
  • Yi-Hsuan Hung

3 December 2022

This study proposes a novel logarithm curve and operating time (LCOT) control strategy for a self-driving electric mobile robot. This new LCOT control strategy enables the mobile robot to speed up and slow down mildly when running longitudinally, tur...

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