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Type-1 fuzzy logic has frequently been used in control systems. However this method is sometimes shown to be too restrictive and unable to adapt in the presence of uncertainty. In this paper we compare type-1 fuzzy control with several…

人工智能 · 计算机科学 2016-11-15 Naisan Benatar , Uwe Aickelin , Jonathan M. Garibaldi

Performance measurement of robotic controllers based on fuzzy logic, operating under uncertainty, is a subject area which has been somewhat ignored in the current literature. In this paper standard measures such as RMSE are shown to be…

机器人学 · 计算机科学 2016-11-17 Naisan Benatar , Uwe Aickelin , Jonathan M. Garibald

The concept of uncertainty is posed in almost any complex system including parallel robots as an outstanding instance of dynamical robotics systems. As suggested by the name, uncertainty, is some missing information that is beyond the…

系统与控制 · 计算机科学 2016-12-06 Hamid Reza Hassanzadeh

Many researchers around the world are researching to get control solutions that enhance robots' ability to navigate in dynamic environments autonomously. However, until these days robots have limited capability and many navigation tasks on…

机器人学 · 计算机科学 2024-01-11 Assefinew Wondosen , Dereje Shiferaw

A significant problem in designing mobile robot control systems involves coping with the uncertainty that arises in moving about in an unknown or partially unknown environment and relying on noisy or ambiguous sensor data to acquire…

人工智能 · 计算机科学 2013-04-05 K. Bayse , M. Lejter , Keiji Kanazawa

Adjusting the control actions of a wheeled robot to eliminate oscillations and ensure smoother motion is critical in applications requiring accurate and soft movements. Fuzzy controllers enable a robot to operate smoothly while accounting…

机器人学 · 计算机科学 2024-09-27 Nasim Paykari , Razieh Jokar , Ali Alfatemi , Damian Lyons , Mohamed Rahouti

In recent years, the use of non-analytical methods of computing such as fuzzy logic, evolutionary computation, and neural networks has demonstrated the utility and potential of these paradigms for intelligent control of mobile robot…

神经与进化计算 · 计算机科学 2010-03-23 Razif Rashid , I. Elamvazuthi , Mumtaj Begam , M. Arrofiq

Soft robotics holds transformative potential for enabling adaptive and adaptable systems in dynamic environments. However, the interplay between morphological and control complexities and their collective impact on task performance remains…

机器人学 · 计算机科学 2025-03-27 Yue Xie , Kai-fung Chu , Xing Wang , Fumiya Iida

Exposing an Evolutionary Algorithm that is used to evolve robot controllers to variable conditions is necessary to obtain solutions which are robust and can cross the reality gap. However, we do not yet have methods for analyzing and…

神经与进化计算 · 计算机科学 2023-10-13 Jonata Tyska Carvalho , Stefano Nolfi

Robot reliability has become an increasingly important issue in the last few years due to increased application of robots in many industries (like automobile industry) under hazardous and unstructured environment. As the component failure…

最优化与控制 · 数学 2009-07-21 Ajay Kumar , S. P. Sharma , Dinesh Kumar

Autonomous robots must operate in complex and changing environments subject to requirements on their behaviour. Verifying absolute satisfaction (true or false) of these requirements is challenging. Instead, we analyse requirements that…

软件工程 · 计算机科学 2021-04-13 Jeremy Morse , Dejanira Araiza-Illan , Jonathan Lawry , Arthur Richards , Kerstin Eder

Stability and satisfactory performance are critical control requirements for Unmanned Aerial Vehicle (UAV) applications. While conventional control systems for UAVs aim to ensure flight stability and safe operation while accomplishing…

系统与控制 · 电气工程与系统科学 2024-03-15 Khalid Kabir Dandago , Long Zhang , Wei Pan

Scombrid fishes and tuna are efficient swimmers capable of maximizing performance to escape predators and save energy during long journeys. A key aspect in achieving these goals is the flexibility of the tail, which the fish optimizes…

流体动力学 · 物理学 2024-11-19 L. Padovani , G. Manduca , D. Paniccia , G. Graziani , R. Piva , C. Lugni

Autonomous mobile robots have many applications in indoor unstructured environment, wherein optimal movement of the robot is needed. The robot therefore needs to navigate in unknown and dynamic environments. This paper presents an…

机器人学 · 计算机科学 2024-09-05 Akshay Kumar , Ashwin Sahasrabudhe , Sanjuksha Nirgude

A widely accepted explanation for robots planning overcautious or overaggressive trajectories alongside human is that the crowd density exceeds a threshold such that all feasible trajectories are considered unsafe -- the freezing robot…

机器人学 · 计算机科学 2024-03-05 Muchen Sun , Peter Trautman , Todd Murphey

This paper considers the problem of robot motion planning in a workspace with obstacles for systems with uncertain 2nd-order dynamics. In particular, we combine closed form potential-based feedback controllers with adaptive control…

机器人学 · 计算机科学 2020-05-27 Christos K. Verginis , Dimos V. Dimarogonas

Micron-scale robots ($\mu$bots) have recently shown great promise for emerging medical applications. Accurate controlling $\mu$bots, while critical to their successful deployment, is challenging. In this work, we consider the problem of…

机器人学 · 计算机科学 2023-08-15 Logan E Beaver , Max Sokolich , Suhail Alsalehi , Ron Weiss , Sambeeta Das , Calin Belta

This paper focusses on the application of fuzzy control techniques (fuzzy type-1 and type-2) and their hybrid forms (Hybrid adaptive fuzzy controller and fuzzy-PID controller) in the area of stabilized platforms. It represents an attempt to…

系统与控制 · 计算机科学 2011-09-05 Said Leghmizi , Sheng Liu

In this paper, a robust adaptive type-2 fuzzy higher order sliding mode controller is designed to stabilize the unstable periodic orbits of uncertain perturbed chaotic system with internal parameter uncertainties and external disturbances.…

系统与控制 · 计算机科学 2016-01-19 Rim Hendel , Farid Khaber , Najib Essounbouli

This paper presents a two-layer control framework for Autonomous Underwater Vehicles (AUVs) designed to handle uncertain nonlinear dynamics, including the mass matrix, previously assumed known. Unlike prior studies, this approach makes the…

系统与控制 · 电气工程与系统科学 2024-09-05 Emadodin Jandaghi , Mingxi Zhou , Paolo Stegagno , Chengzhi Yuan
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