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Search Results for obstacle-avoidance

Article
Searching for Goal by Mobile Robot with Collision-Free Motion in Unknown Environment

Turki Y. Abdalla, Seaar J. Al_Duboni

Pages: 89-100

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Abstract

Obstacle avoidance and path planning are from the most important problems in mobile robots, especially in unknown environment . In this paper, we proposed an approach for mobile robot navigation combining path planning and obstacle avoidance. Methods such as obstacle avoidance are inspired from the nature, and have been developed by fuzzy logic to train an intelligent robot in unknown environment. The model of the robot has two driving wheels and the linear velocity and azimuth of the two wheels are independently controlled using PID controller. Inputs are obtained from ultrasonic sensors mounted on it.

Article
Leader Follower Tracking with Obstacle Avoidance using Circular Paths Algorithm

Abdulmuttalib T. Rashid

Pages: 29-47

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Abstract

This paper deals with a new algorithm called circular paths for leader follower tracking with obstacle avoidance using. In leader follower tracking, one robot acts as a leader with defined motion and the other robot acts as a follower which position itself in accordance with the position and orientation of the leader. The leader movement is dependent on an assigned trajectory and the follower movement is dependent on the circular paths algorithm. In each step, this algorithm constructs a circular path using three points represented by the next step position of the leader robot, the last step position and the current step position of the follower robot. The next position of the follower robot lays on the circumstance of the circular path and the orientation is represented by the tangent line to this circular path at this next position of the follower robot. When an obstacle intersect any circular path for the follower robot, then this path must be replaced by another circular path construct from the two positions of the follower robot and the leader position is replaced by the tangent point to the obstacle. Simulation results illustrate the soundness of this algorithm.

Article
Prediction-Based Path Planning with Obstacle Avoidance in Dynamic Target Environment

Zahraa Y. Ibrahim, Abdulmuttalib T. Rashid, Ali F. Marhoon

Pages: 48-60

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Abstract

In this paper, a new algorithm for mobile robot navigation and polygonal obstacles avoidance in dynamic target environment is introduced. In the dynamic target path planning the agent (robot) trying to reach a moving target in minimum path cost. The introduced algorithm which called Prediction-based path planning with obstacle avoidance in dynamic target environ- ment planning a path to a moving target by predicting the next target location, then computing a path from the robot current lo- cation to the predicted target location representing each visible obstacle by the smallest circle that enclosing the polygon obstacle, then determine the visible tangents between the robot and the cir- cular obstacle that intersect its shortest path and compute the shortest path. Three target movement scenarios were suggested and tested in different environment conditions. The results show that the target was reached in all scenarios and under all environ- ment conditions with good path cost.

Article
Polygon Shape Formation for Multi-Mobile Robots in a Local Knowledge Environment

Abdulmuttalib T. Rashid, Abduladhem A. Ali

Pages: 39-46

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Abstract

Formation control is a critical task in the coordination of multi-mobile robot systems operating in structured environments with limited local knowledge and low-cost hardware. Achieving reliable formations requires effective localization, path planning, and obstacle avoidance capabilities. This study presents a static strategy for forming polygon-shaped configurations using multiple mobile robots. The proposed strategy improves formation efficiency by employing a cluster matching algorithm instead of the conventional triangulation approach to complete the formation process. In addition, the visibility binary tree algorithm and the reciprocal orientation algorithm are integrated to enhance robot coordination and spatial awareness. Simulation results demonstrate that the proposed strategy achieves superior performance in multi-robot formation tasks, offering improved efficiency and robustness compared with traditional triangulation-based methods.

Article
Implementation and Design of Fuzzy Supervisory Controller for Mobile Robot Manipulator

Ramzy S. Ali, Ammar A. Aldair, Ali K. Almousawi

Pages: 1-7

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Abstract

The Mobile Manipulator Robot (MMR) has many applications in different aspects of the life, for example, grasping and transporting, mining, military, manufacturing, construction and others. The benefits of MMR rise in dangerous place where the human cannot reach such as disaster areas and dangerous projects sites. In this work, the PID controller is combined with Fuzzy Logic Controller (FLC) to structure the Fuzzy Supervisory Controller (FSC) to overcome the drawbacks of PID controller and to obtain the advantages of FLC. Two approaches are suggested for the navigation of Autonomous Mobile Robot (AMR). These are; goal reaching fuzzy control (GRFC) and the obstacle avoidance fuzzy control (OAFC). The hardware implementation of the AMR is performed using AVR ATmega32 microcontroller, two DC motors, light dependent resistor (LDR) and five Infra Red sensors. While, the Laboratory robot arm with some fabrications is used as manipulator arm with a five degrees-of- freedom. Then a microcontroller is employed to implement the proposed controller for MMR. The designed MMR is tested in real environments and give a good navigation.

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