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Most Cited

  • Review
  • Open Access
88 Citations
13,866 Views
35 Pages

The most important research area in robotics is navigation algorithms. Robot path planning (RPP) is the process of choosing the best route for a mobile robot to take before it moves. Finding an ideal or nearly ideal path is referred to as “path...

  • Review
  • Open Access
78 Citations
20,450 Views
33 Pages

COBOT Applications—Recent Advances and Challenges

  • Claudio Taesi,
  • Francesco Aggogeri and
  • Nicola Pellegrini

This study provides a structured literature review of the recent COllaborative roBOT (COBOT) applications in industrial and service contexts. Several papers and research studies were selected and analyzed, observing the collaborative robot interactio...

  • Review
  • Open Access
76 Citations
19,984 Views
28 Pages

Indoor Positioning Systems of Mobile Robots: A Review

  • Jiahao Huang,
  • Steffen Junginger,
  • Hui Liu and
  • Kerstin Thurow

24 March 2023

Recently, with the in-depth development of Industry 4.0 worldwide, mobile robots have become a research hotspot. Indoor localization has become a key component in many fields and the basis for all actions of mobile robots. This paper screened 147 pap...

  • Review
  • Open Access
74 Citations
27,821 Views
24 Pages

19 February 2024

Automation and robotics are the key players in modern agriculture. They offer potential solutions for challenges related to the growing global population, demographic shifts, and economic status. This review paper evaluates the challenges and opportu...

  • Article
  • Open Access
63 Citations
4,167 Views
16 Pages

16 July 2023

This research proposes a robust nonlinear hybrid control approach to the speed control of a multi-input-and-multi-output separately excited DC motor (SEDCM). The motor that was under consideration experienced parametric uncertainties and load disturb...

  • Review
  • Open Access
43 Citations
13,756 Views
27 Pages

Industrial Robots in Mechanical Machining: Perspectives and Limitations

  • Mantas Makulavičius,
  • Sigitas Petkevičius,
  • Justė Rožėnė,
  • Andrius Dzedzickis and
  • Vytautas Bučinskas

24 November 2023

Recently, the need to produce from soft materials or components in extra-large sizes has appeared, requiring special solutions that are affordable using industrial robots. Industrial robots are suitable for such tasks due to their flexibility, accura...

  • Review
  • Open Access
40 Citations
20,625 Views
30 Pages

Literature Review on Recent Trends and Perspectives of Collaborative Robotics in Work 4.0

  • Carlo Weidemann,
  • Nils Mandischer,
  • Frederick van Kerkom,
  • Burkhard Corves,
  • Mathias Hüsing,
  • Thomas Kraus and
  • Cyryl Garus

This literature review presents a comprehensive analysis of the use and potential application scenarios of collaborative robots in the industrial working world, focusing on their impact on human work, safety, and health in the context of Industry 4.0...

  • Review
  • Open Access
39 Citations
7,290 Views
45 Pages

Holistic Review of UAV-Centric Situational Awareness: Applications, Limitations, and Algorithmic Challenges

  • Somaiyeh MahmoudZadeh,
  • Amirmehdi Yazdani,
  • Yashar Kalantari,
  • Bekir Ciftler,
  • Fathi Aidarus and
  • Mhd Omar Al Kadri

29 July 2024

This paper presents a comprehensive survey of UAV-centric situational awareness (SA), delineating its applications, limitations, and underlying algorithmic challenges. It highlights the pivotal role of advanced algorithmic and strategic insights, inc...

  • Article
  • Open Access
36 Citations
3,987 Views
13 Pages

GRI: General Reinforced Imitation and Its Application to Vision-Based Autonomous Driving

  • Raphael Chekroun,
  • Marin Toromanoff,
  • Sascha Hornauer and
  • Fabien Moutarde

6 September 2023

Deep reinforcement learning (DRL) has been demonstrated to be effective for several complex decision-making applications, such as autonomous driving and robotics. However, DRL is notoriously limited by its high sample complexity and its lack of stabi...

  • Article
  • Open Access
34 Citations
8,122 Views
26 Pages

Virtual Reality Teleoperation System for Mobile Robot Manipulation

  • Bryan R. Galarza,
  • Paulina Ayala,
  • Santiago Manzano and
  • Marcelo V. Garcia

29 November 2023

Over the past few years, the industry has experienced significant growth, leading to what is now known as Industry 4.0. This advancement has been characterized by the automation of robots. Industries have embraced mobile robots to enhance efficiency...

  • Review
  • Open Access
34 Citations
11,928 Views
23 Pages

Recent Advances and Perspectives in Deep Learning Techniques for 3D Point Cloud Data Processing

  • Zifeng Ding,
  • Yuxuan Sun,
  • Sijin Xu,
  • Yan Pan,
  • Yanhong Peng and
  • Zebing Mao

11 July 2023

In recent years, deep learning techniques for processing 3D point cloud data have seen significant advancements, given their unique ability to extract relevant features and handle unstructured data. These techniques find wide-ranging applications in...

  • Review
  • Open Access
33 Citations
12,987 Views
28 Pages

Tethered Unmanned Aerial Vehicles—A Systematic Review

  • Miguel Nakajima Marques,
  • Sandro Augusto Magalhães,
  • Filipe Neves Dos Santos and
  • Hélio Sousa Mendonça

14 August 2023

In recent years, there has been a remarkable surge in the development and research of tethered aerial systems, thus reflecting a growing interest in their diverse applications. Long-term missions involving aerial vehicles present significant challeng...

  • Review
  • Open Access
31 Citations
32,496 Views
23 Pages

Robotics: Five Senses plus One—An Overview

  • Rand N. Albustanji,
  • Shorouq Elmanaseer and
  • Ahmad A. A. Alkhatib

Robots can be equipped with a range of senses to allow them to perceive and interact with the world in a more natural and intuitive way. These senses can include vision, hearing, touch, smell, and taste. Vision allows the robot to see and recognize o...

  • Review
  • Open Access
30 Citations
13,665 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
30 Citations
9,315 Views
16 Pages

Prototyping and validating hardware–software components, sub-systems and systems within the intelligent transportation system-of-systems framework requires a modular yet flexible and open-access ecosystem. This work presents our attempt to deve...

  • Review
  • Open Access
29 Citations
13,863 Views
39 Pages

20 September 2023

This review article presents an in-depth examination of research and development in the fields of rehabilitation, assistive technologies, and humanoid robots. It focuses on parallel robots designed for human body joints with three degrees of freedom,...

  • Review
  • Open Access
26 Citations
9,021 Views
60 Pages

Sensing and Artificial Perception for Robots in Precision Forestry: A Survey

  • João Filipe Ferreira,
  • David Portugal,
  • Maria Eduarda Andrada,
  • Pedro Machado,
  • Rui P. Rocha and
  • Paulo Peixoto

5 October 2023

Artificial perception for robots operating in outdoor natural environments, including forest scenarios, has been the object of a substantial amount of research for decades. Regardless, this has proven to be one of the most difficult research areas in...

  • Article
  • Open Access
24 Citations
6,172 Views
19 Pages

Tunable Adhesion of Shape Memory Polymer Dry Adhesive Soft Robotic Gripper via Stiffness Control

  • ChangHee Son,
  • Subin Jeong,
  • Sangyeop Lee,
  • Placid M. Ferreira and
  • Seok Kim

17 April 2023

A shape memory polymer (SMP) has been intensively researched in terms of its exceptional reversible dry adhesive characteristics and related smart adhesive applications over the last decade. However, its unique adhesive properties have rarely been ta...

  • Article
  • Open Access
23 Citations
6,615 Views
16 Pages

A Path to Industry 5.0 Digital Twins for Human–Robot Collaboration by Bridging NEP+ and ROS

  • Enrique Coronado,
  • Toshio Ueshiba and
  • Ixchel G. Ramirez-Alpizar

1 February 2024

The integration of heterogeneous hardware and software components to construct human-centered systems for Industry 5.0, particularly human digital twins, presents considerable complexity. Our research addresses this challenge by pioneering a novel ap...

  • Article
  • Open Access
23 Citations
9,169 Views
19 Pages

14 April 2024

Digital twins of industrial and collaborative robots are widely used to evaluate and predict the behavior of manipulators under different control strategies. However, these digital twins often employ simplified mathematical models that do not fully d...

  • Article
  • Open Access
21 Citations
8,196 Views
25 Pages

Beyond the Metal Flesh: Understanding the Intersection between Bio- and AI Ethics for Robotics in Healthcare

  • Auxane Boch,
  • Seamus Ryan,
  • Alexander Kriebitz,
  • Lameck Mbangula Amugongo and
  • Christoph Lütge

1 August 2023

As we look towards the future of healthcare, integrating Care Robots (CRs) into health systems is a practical approach to address challenges such as an ageing population and caregiver shortages. However, ethical discussions about the impact of CRs on...

  • Article
  • Open Access
21 Citations
5,760 Views
35 Pages

26 April 2024

Unanimous action to achieve specific goals is crucial for the success of a robotic swarm. This requires clearly defined roles and precise communication between the robots of a swarm. An optimized task allocation algorithm defines the mechanism and lo...

  • Article
  • Open Access
20 Citations
6,962 Views
13 Pages

Heart Rate as a Predictor of Challenging Behaviours among Children with Autism from Wearable Sensors in Social Robot Interactions

  • Ahmad Qadeib Alban,
  • Ahmad Yaser Alhaddad,
  • Abdulaziz Al-Ali,
  • Wing-Chee So,
  • Olcay Connor,
  • Malek Ayesh,
  • Uvais Ahmed Qidwai and
  • John-John Cabibihan

Children with autism face challenges in various skills (e.g., communication and social) and they exhibit challenging behaviours. These challenging behaviours represent a challenge to their families, therapists, and caregivers, especially during thera...

  • Review
  • Open Access
20 Citations
7,902 Views
24 Pages

What Affects Human Decision Making in Human–Robot Collaboration?: A Scoping Review

  • Yuan Liu,
  • Glenda Caldwell,
  • Markus Rittenbruch,
  • Müge Belek Fialho Teixeira,
  • Alan Burden and
  • Matthias Guertler

9 February 2024

The advent of Industry 4.0 has heralded advancements in Human–robot Collaboration (HRC), necessitating a deeper understanding of the factors influencing human decision making within this domain. This scoping review examines the breadth of resea...

  • Article
  • Open Access
19 Citations
4,327 Views
19 Pages

21 February 2023

Robots are increasingly being employed for diverse applications where they must work and coexist with humans. The trust in human–robot collaboration (HRC) is a critical aspect of any shared-task performance for both the human and the robot. The...

  • Article
  • Open Access
19 Citations
7,658 Views
22 Pages

A Comprehensive Multibody Model of a Collaborative Robot to Support Model-Based Health Management

  • Andrea Raviola,
  • Roberto Guida,
  • Antonio Carlo Bertolino,
  • Andrea De Martin,
  • Stefano Mauro and
  • Massimo Sorli

Digital models of industrial and collaborative manipulators are widely used for several applications, such as power-efficient trajectory definition, human–robot cooperation safety improvement, and prognostics and health management (PHM) algorit...

  • Article
  • Open Access
19 Citations
4,245 Views
22 Pages

UAV Power Line Tracking Control Based on a Type-2 Fuzzy-PID Approach

  • Guilherme A. N. Pussente,
  • Eduardo P. de Aguiar,
  • Andre L. M. Marcato and
  • Milena F. Pinto

20 April 2023

A challenge for inspecting transmission power lines with Unmanned Aerial Vehicles (UAVs) is to precisely determine their position and orientation, considering that the geo-location of these elements via GPS often needs to be more consistent. Therefor...

  • Article
  • Open Access
18 Citations
7,531 Views
17 Pages

Design of a Wheelchair-Mounted Robotic Arm for Feeding Assistance of Upper-Limb Impaired Patients

  • Simone Leone,
  • Luigi Giunta,
  • Vincenzo Rino,
  • Simone Mellace,
  • Alessio Sozzi,
  • Francesco Lago,
  • Elio Matteo Curcio,
  • Doina Pisla and
  • Giuseppe Carbone

26 February 2024

This paper delineates the design and realization of a Wheelchair-Mounted Robotic Arm (WMRA), envisioned as an autonomous assistance apparatus for individuals encountering motor difficulties and/or upper limb paralysis. The proposed design solution is...

  • Article
  • Open Access
18 Citations
5,127 Views
26 Pages

Inverse Kinematic Solver Based on Bat Algorithm for Robotic Arm Path Planning

  • Mohamed Slim,
  • Nizar Rokbani,
  • Bilel Neji,
  • Mohamed Ali Terres and
  • Taha Beyrouthy

The bat algorithm (BA) is a nature inspired algorithm which is mimicking the bio-sensing characteristics of bats, known as echolocation. This paper suggests a Bat-based meta-heuristic for the inverse kinematics problem of a robotic arm. An intrinsica...

  • Article
  • Open Access
18 Citations
4,104 Views
15 Pages

Experiments on the Artificial Potential Field with Local Attractors for Mobile Robot Navigation

  • Matteo Melchiorre,
  • Laura Salamina,
  • Leonardo Sabatino Scimmi,
  • Stefano Mauro and
  • Stefano Pastorelli

Obstacle avoidance is a challenging task in robot navigation, as it requires efficient and reliable methods to avoid collision and reach the desired goal. Artificial potential field methods are widely used for this purpose, as they are efficient, eff...

  • Article
  • Open Access
17 Citations
5,046 Views
20 Pages

An Autonomous Navigation Framework for Holonomic Mobile Robots in Confined Agricultural Environments

  • Kosmas Tsiakas,
  • Alexios Papadimitriou,
  • Eleftheria Maria Pechlivani,
  • Dimitrios Giakoumis,
  • Nikolaos Frangakis,
  • Antonios Gasteratos and
  • Dimitrios Tzovaras

28 October 2023

Due to the accelerated growth of the world’s population, food security and sustainable agricultural practices have become essential. The incorporation of Artificial Intelligence (AI)-enabled robotic systems in cultivation, especially in greenho...

  • Article
  • Open Access
17 Citations
6,599 Views
14 Pages

Revolutionizing Social Robotics: A Cloud-Based Framework for Enhancing the Intelligence and Autonomy of Social Robots

  • Abdelrahman Osman Elfaki,
  • Mohammed Abduljabbar,
  • Luqman Ali,
  • Fady Alnajjar,
  • Dua’a Mehiar,
  • Ashraf M. Marei,
  • Tareq Alhmiedat and
  • Adel Al-Jumaily

24 March 2023

Social robots have the potential to revolutionize the way we interact with technology, providing a wide range of services and applications in various domains, such as healthcare, education, and entertainment. However, most existing social robotics pl...

  • Article
  • Open Access
17 Citations
4,348 Views
15 Pages

Compliance actuation systems are efficient and safe, drawing attention to their development. However, compliance has caused bandwidth loss, instability, and mechanical vibration in robotic systems. Variable physical damping was introduced to address...

  • Article
  • Open Access
16 Citations
5,660 Views
21 Pages

Cooperative Grape Harvesting Using Heterogeneous Autonomous Robots

  • Chris Lytridis,
  • Christos Bazinas,
  • Ioannis Kalathas,
  • George Siavalas,
  • Christos Tsakmakis,
  • Theodoros Spirantis,
  • Eftichia Badeka,
  • Theodore Pachidis and
  • Vassilis G. Kaburlasos

28 October 2023

The development of agricultural robots is an increasingly popular research field aiming at addressing the widespread labor shortages in the farming industry and the ever-increasing food production demands. In many cases, multiple cooperating robots c...

  • Article
  • Open Access
16 Citations
6,823 Views
27 Pages

Lightweight Bioinspired Exoskeleton for Wrist Rehabilitation Powered by Twisted and Coiled Artificial Muscles

  • Carlo Greco,
  • Thilina H. Weerakkody,
  • Venanzio Cichella,
  • Leonardo Pagnotta and
  • Caterina Lamuta

10 February 2023

Stroke, cerebral palsy, and spinal cord injuries represent the most common leading causes of upper limb impairment. In recent years, rehabilitation robotics has progressed toward developing wearable technologies to promote the portability of assistiv...

  • Article
  • Open Access
16 Citations
3,605 Views
18 Pages

A Novel Evolving Type-2 Fuzzy System for Controlling a Mobile Robot under Large Uncertainties

  • Ayad Al-Mahturi,
  • Fendy Santoso,
  • Matthew A. Garratt and
  • Sreenatha G. Anavatti

10 March 2023

This paper presents the development of a type-2 evolving fuzzy control system (T2-EFCS) to facilitate self-learning (either from scratch or from a certain predefined rule). Our system has two major learning stages, namely, structure learning and para...

  • Perspective
  • Open Access
16 Citations
6,962 Views
43 Pages

23 July 2024

The potential use of large language models (LLMs) in healthcare robotics can help address the significant demand put on healthcare systems around the world with respect to an aging demographic and a shortage of healthcare professionals. Even though L...

  • Review
  • Open Access
16 Citations
16,633 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...

  • Review
  • Open Access
15 Citations
7,437 Views
30 Pages

Research Perspectives in Collaborative Assembly: A Review

  • Thierry Yonga Chuengwa,
  • Jan Adriaan Swanepoel,
  • Anish Matthew Kurien,
  • Mukondeleli Grace Kanakana-Katumba and
  • Karim Djouani

In recent years, the emergence of Industry 4.0 technologies has introduced manufacturing disruptions that necessitate the development of accompanying socio-technical solutions. There is growing interest for manufacturing enterprises to embrace the dr...

  • Article
  • Open Access
15 Citations
4,816 Views
23 Pages

Emotional Experience in Human–Robot Collaboration: Suitability of Virtual Reality Scenarios to Study Interactions beyond Safety Restrictions

  • Franziska Legler,
  • Jonas Trezl,
  • Dorothea Langer,
  • Max Bernhagen,
  • Andre Dettmann and
  • Angelika C. Bullinger

8 December 2023

Today’s research on fenceless human–robot collaboration (HRC) is challenged by a relatively slow development of safety features. Simultaneously, design recommendations for HRC are requested by the industry. To simulate HRC scenarios in ad...

  • Article
  • Open Access
14 Citations
3,598 Views
34 Pages

12 October 2023

The ability to predict the maximal performance of an industrial robot executing non-deterministic tasks can improve process productivity through time-based planning and scheduling strategies. These strategies require the configuration and the compari...

  • Article
  • Open Access
14 Citations
2,659 Views
31 Pages

29 January 2025

Maintaining precise and robust control in robotic systems, particularly those with nonlinear dynamics and external disturbances, is a significant challenge in robotics. Sliding-mode control (SMC) is a widely used technique to tackle these issues; how...

  • Article
  • Open Access
14 Citations
4,837 Views
25 Pages

Finger Joint Stiffness Estimation with Joint Modular Soft Actuators for Hand Telerehabilitation

  • Fuko Matsunaga,
  • Shota Kokubu,
  • Pablo Enrique Tortos Vinocour,
  • Ming-Ta Ke,
  • Ya-Hsin Hsueh,
  • Shao Ying Huang,
  • Jose Gomez-Tames and
  • Wenwei Yu

In a telerehabilitation environment, it is difficult for a therapist to understand the condition of a patient’s finger joints because of the lack of direct assessment. In particular, not enabling the provision of spasticity evaluation significa...

  • Systematic Review
  • Open Access
14 Citations
10,058 Views
29 Pages

Keyframe Selection for Visual Localization and Mapping Tasks: A Systematic Literature Review

  • Nigel Joseph Bandeira Dias,
  • Gustavo Teodoro Laureano and
  • Ronaldo Martins Da Costa

Visual localization and mapping algorithms attempt to estimate, from images, geometrical models that explain ego motion and the positions of objects in a real scene. The success of these tasks depends directly on the quality and availability of visua...

  • Review
  • Open Access
13 Citations
11,245 Views
39 Pages

19 December 2023

Predicting the trajectory of other road users, especially vulnerable road users (VRUs), is an important aspect of safety and planning efficiency for autonomous vehicles. With recent advances in Deep-Learning-based approaches in this field, physics- a...

  • Article
  • Open Access
13 Citations
7,608 Views
37 Pages

A Broad View on Robot Self-Defense: Rapid Scoping Review and Cultural Comparison

  • Martin Cooney,
  • Masahiro Shiomi,
  • Eduardo Kochenborger Duarte and
  • Alexey Vinel

16 March 2023

With power comes responsibility: as robots become more advanced and prevalent, the role they will play in human society becomes increasingly important. Given that violence is an important problem, the question emerges if robots could defend people, e...

  • Article
  • Open Access
13 Citations
6,123 Views
19 Pages

Industrial robots are capable of performing automated tasks repeatedly, reliably and accurately. However, in some scenarios, human-in-the-loop control is required. In this case, having an intuitive system for moving the robot within the working envir...

  • Review
  • Open Access
13 Citations
5,696 Views
28 Pages

A Comprehensive Review of Control Challenges and Methods in End-Effector Upper-Limb Rehabilitation Robots

  • Dalia M. Mahfouz,
  • Omar M. Shehata,
  • Elsayed I. Morgan and
  • Filippo Arrichiello

18 December 2024

In the last decades, there has been an increasing number of human patients who suffer from upper-limb disorders limiting their motor abilities. One of the possible solutions that gained extensive research interest is the development of robot-aided re...

  • Article
  • Open Access
13 Citations
3,682 Views
23 Pages

An Experimental Investigation of the Dynamic Performances of a High Speed 4-DOF 5R Parallel Robot Using Inverse Dynamics Control

  • Paolo Righettini,
  • Roberto Strada,
  • Filippo Cortinovis,
  • Federico Tabaldi,
  • Jasmine Santinelli and
  • Andrea Ginammi

20 March 2024

High-speed pick-and-place industrial applications often use parallel kinematic robots due to their high stiffness and dynamic performance; furthermore, the latter not only depends on the mechanical characteristics of the robots but also on the contro...

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Robotics - ISSN 2218-6581