• 제목/요약/키워드: collision Avoidance

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Fuzzy Inference Based Collision Free Navigation of a Mobile Robot using Sensor Fusion (퍼지추론기반 센서융합 이동로봇의 장애물 회피 주행기법)

  • Jin, Taeseok
    • Journal of the Korean Society of Industry Convergence
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    • v.21 no.2
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    • pp.95-101
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    • 2018
  • This paper presents a collision free mobile robot navigation based on the fuzzy inference fusion model in unkonown environments using multi-ultrasonic sensor. Six ultrasonic sensors are used for the collision avoidance approach where CCD camera sensors is used for the trajectory following approach. The fuzzy system is composed of three inputs which are the six distance sensors and the camera, two outputs which are the left and right velocities of the mobile robot's wheels, and three cost functions for the robot's movement, direction, obstacle avoidance, and rotation. For the evaluation of the proposed algorithm, we performed real experiments with mobile robot with ultrasonic sensors. The results show that the proposed algorithm is apt to identify obstacles in unknown environments to guide the robot to the goal location safely.

A Study on Collision Avoidance for Multi-link Intelligent Robots (다관절 지능 로봇시스템을 위한 장애물 우회 연구)

  • 신현배;이병룡
    • Journal of the Korean Society for Precision Engineering
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    • v.15 no.8
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    • pp.165-173
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    • 1998
  • In this paper, a motion control algorithm is developed by using fuzzy control technique, which makes a robot arm avoid unexpected obstacles when the robot is moving from the start to a goal posture. During the motion, if there exist no obstacles the robot arm moves along the pre-defined path. But if some obstacles are recognized and close to the robot arm, a fuzzy controller is activated to adjust the path of the robot arm. To show the feasibility of the developed algorithm, numerical simulations and experiments are carried out. In the experiments, redundant planar robot arms are considered for the collision avoidance test, and it was proved that the developed algorithm gives good collision avoiding performance.

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Modeling of Forward Collision Warning and Avoidance System (전방 충돌경보 및 회피시스템 모델링)

  • 오병근;조남효
    • Journal of the Korea Institute of Military Science and Technology
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    • v.3 no.2
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    • pp.156-165
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    • 2000
  • This paper describes modeling and simulation of automotive forward collision warning and avoidance system using CASE(Computer-Aided Systems Engineering) tool. The system is composed or many sensors, a controller, warning devices, brakes and etc. The system was modeled by one activity chart, fourteen state charts and one module chart. Rear-end collision scenarios was generated by Simulink and used to support Stalemate model. The resulting model was used to evaluate the correctness of function and behavior of the system. A simulator for the system has been designed and used to validate the model under realistic operating conditions in the laboratory. To model and simulate the system's functionality and behavior brings clarity to system design early in the system development.

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Longitudinal Motion Planning of Autonomous Vehicle for Pedestrian Collision Avoidance (보행자 충돌 회피를 위한 자율주행 차량의 종방향 거동 계획)

  • Kim, Yujin;Moon, Jongsik;Jeong, Yonghwan;Yi, Kyongsu
    • Journal of Auto-vehicle Safety Association
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    • v.11 no.3
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    • pp.37-42
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    • 2019
  • This paper presents an autonomous acceleration planning algorithm for pedestrian collision avoidance at urban. Various scenarios between pedestrians and a vehicle are designed to maneuver the planning algorithm. To simulate the scenarios, we analyze pedestrian's behavior and identify limitations of fusion sensors, lidar and vision camera. Acceleration is optimally determined by considering TTC (Time To Collision) and pedestrian's intention. Pedestrian's crossing intention is estimated for quick control decision to minimize full-braking situation, based on their velocity and position change. Feasibility of the proposed algorithm is verified by simulations using Carsim and Simulink, and comparisons with actual driving data.

Algorithm for Pairwise Collision Detection and Avoidace in 3-D (3차원 일대일 충돌 감지 및 회피 알리고리듬)

  • Kim, Kwang-Yeon;Park, Jung-Woo;Tahk, Min-Jea
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.36 no.10
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    • pp.996-1002
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    • 2008
  • This paper presents the development of a real-time algorithm for collision detection, collision avoidance and guidance to way-point. Three-dimensional point-mass aircraft models are used. For collision detection, time of closest point of approach(CPA) and distance at CPA are compared to threshold values. For collision avoidance, optimal acceleration input which maximizes the terminal relative distance is calculated based on optimal control theory. For guidance to way-point, proportional navigation guidance, the well-known method, is used. Two scenarios of encounter situation are illustrated to validate performance of proposed algorithm.

A Study on Packet Collision Avoidance Method in Vehicular Ad Hoc Network (자동차 환경에서의 패킷 충돌 회피 방법에 대한 연구)

  • Lee, Min-Woo;Lim, Jae-Hoon;Kim, Min-Ki;Park, Gwi-Tae
    • Proceedings of the IEEK Conference
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    • 2009.05a
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    • pp.201-203
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    • 2009
  • In the VANET, density is a most important factor for reception rate of packet. So, we have to find solutions to reduce packet collision. There are two approaches. First, packet collision avoid by controlling transmission interval. Second, packet collision avoid by controlling transmission power. In this paper, we propose a simple method to reduce a packet collision by controlling transmission power. It uses the number of neighbors and adaptive controlling method. This method have better performance about packet reception rate.

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Performance Evaluation of an Adaptive Collision Avoidance Algorithm for IEEE 802.15.4 (IEEE 802.15.4에서 적응적 충돌 회피 알고리즘의 성능분석)

  • Noh, Ki-Chul;Lee, Seung-Yeon;Shin, Youn-Soon;Ahn, Jong-Suk;Lee, Kang-Woo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.3A
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    • pp.267-277
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    • 2011
  • Like other wireless network protocols, IEEE 802.15.4 adopts CA (Collision Avoidance)algorithm to avoid the early collision of a new packet by randomizing its first transmission time rather than its immediate delivery. The traditional CA scheme of IEEE 802.15.4, however, selects the random access time from the predetermined range without considering the degree of current congestion. It probably causes either a long delay to settle in the suitable range for the current network load or frequent clashes especially during the long lasting heavy traffic period. This paper proposes an ACA(Adaptive Collision Avoidance) algorithm adapting the initial backoff range to the undergoing collision variations. It also introduces a mathematical model to predict the performance of ACA algorithm added to IEEE 802.15.4. With only small deviations from corresponding simulations, our analytical model shows that ACA technique can improve the throughput of IEEE 802.15.4 by up-to 41% maximally in addition to shortening the packet delays.

Multiple Drones Collision Avoidance in Path Segment Using Speed Profile Optimization (다수 드론의 충돌 회피를 위한 경로점 구간 속도 프로파일 최적화)

  • Kim, Tae-Hyoung;Kang, Tae Young;Lee, Jin-Gyu;Kim, Jong-Han;Ryoo, Chang-Kyung
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.50 no.11
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    • pp.763-770
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    • 2022
  • In an environment where multiple drones are operated, collisions can occur when path points overlap, and collision avoidance in preparation for this is essential. When multiple drones perform multiple tasks, it is not appropriate to use a method to generate a collision-avoiding path in the path planning phase because the path of the drone is complex and there are too many collision prediction points. In this paper, we generate a path through a commonly used path generation algorithm and propose a collision avoidance method using speed profile optimization from that path segment. The safe distance between drones was considered at the expected point of collision between paths of drones, and it was designed to assign a speed profile to the path segment. The optimization problem was defined by setting the distance between drones as variables in the flight time equation. We constructed the constraints through linearize and convexification, and compared the computation time of SQP and convex optimization method in multiple drone operating environments. Finally, we confirmed whether the results of performing convex optimization in the 20 drone operating environments were suitable for the multiple drone operating system proposed in this study.

A Study on the Validation of the Collision Avoidance System for Small-size Vessels (소형 선박의 충돌 회피 시스템 검증에 관한 연구)

  • Pyun, Jang-Hoon;Ryu, Sung-Gon;Kim, In-Seob
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.27 no.7
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    • pp.1023-1030
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    • 2021
  • Korea Maritime Safety Tribunal (KMST) statistics released in of 2019 indicated that most collision accidents involving small-size vessels with less than 20 gross-tonnage occur mainly due to operational carelessness, such as forward-looking negligence and unskilled vessel control. As an effective remedy, training and education for vessel operators are being strengthened to prevent accidents. However, collision accidents are increasing, and technical measures are continuously developed to reduce accidents caused by human factors. In this study, an avoidance algorithm and prototype of terminal-controller against collision between two nearby vessels was developed for implementation on relative navigation control by adopting WAVE telecommunication technology. Moreover, several sea trial tests were performed to verify the collision avoidance algorithm and control system using two fishing vessels for dif erent scenarios.