• Title/Summary/Keyword: Robot Motion Planning

Search Result 197, Processing Time 0.029 seconds

Motion Study for a Humanoid Robot Using Genetic Algorithm (유전 알고리즘을 이용한 휴머노이드 로봇의 동작연구)

  • Kong Jung-Shik;Lee Bo-Hee;Kim Jin-Geol
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.23 no.7 s.184
    • /
    • pp.84-92
    • /
    • 2006
  • This paper deals with determination of motions of a humanoid robot using genetic algorithm. A humanoid robot has some problems of the structural instability basically. So, we have to consider the stable walking gait in gait planning. Besides, it is important to make the smoothly optimal gait for saving the electric power. A mobile robot has battery to move autonomously. But a humanoid robot needs more electric power in order to drive many joints. So, if movements of walking joint don't maintain optimally, it is hard to sustain the battery power during the working period. Also, if a gait trajectory doesn't have optimal state, the expected lift span of joints tends to be decreased. Also, if a gait trajectory doesn't have optimal state, the expected lift span of joints tends to be decreased. To solve these problems, the genetic algorithm is employed to guarantee the optimal gait trajectory. The fitness functions in a genetic algorithm are introduced to find out optimal trajectory, which enables the robot to have the less reduced jerk of joints and get smooth movement. With these all process accomplished by PC-based program, the optimal solution could be obtained from the simulation. In addition, we discuss the design consideration fur the joint motion and distributed computation of tile humanoid, ISHURO, and suggest its result such as structure of the network and a disturbance observer.

Safe Navigation of a Mobile Robot Considering the Occluded Obstacles (가려진 동적 장애물을 고려한 이동로봇의 안전한 주행기술개발)

  • Kim, Seok-Gyu;Chung, Woo-Jin
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.14 no.2
    • /
    • pp.141-147
    • /
    • 2008
  • In this paper, we present one approach to achieve safe navigation in indoor dynamic environment. So far, there have been various useful collision avoidance algorithms and path planning schemes. However, those algorithms have a fundamental limitation that the robot can avoid only "visible" obstacles. In real environment, it is not possible to detect all the dynamic obstacles around the robot. There exist a lot of "occluded" regions due to the limitation of field of view. In order to avoid possible collisions, it is desirable to consider visibility information. Then, a robot can reduce the speed or modify a path. This paper proposes a safe navigation scheme to reduce the risk of collision due to unexpected dynamic obstacles. The robot's motion is controlled according to a hybrid control scheme. The possibility of collision is dually reflected to a path planning and a speed control. The proposed scheme clearly indicates the structural procedure on how to model and to exploit the risk of navigation. The proposed scheme is experimentally tested in a real office building. The presented result shows that the robot moves along the safe path to obtain sufficient field of view, while appropriate speed control is carried out.

A CAD/CAM system for designing robotic painting line (도장공정의 로보틱자동화를 위한 설계 지원 CAD/CAM 시스템)

  • 서석환;조정훈;강대호;전치혁;박춘열
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1993.10a
    • /
    • pp.1129-1135
    • /
    • 1993
  • For successful implementation of robotic painting system, a structured design and analysis procedure is necessary. In designing robotic system, both functional and economical feasibility should be investigated. As the robotization is complicated task involving implementation details(such as robot selection, accessory design, and spatial layout) together with operation details, a computerized method should be sought. However, any conventional robotic design system and off-line programming system cannot accomodate such a need. In this research, we develop an interactive design support system for robotization of a cycle painting line. With the developed system called SPRPL(Simulation Package for Robotic Painting Line) users can design the painting objects(via FRAME module), select robot model (ROBOT), design the part hanger (FEEDER), and arrange the workcell. After motion programming (MOTION), the design is evaluated in terms of: a) workspace analysis, b) coating thickness analysis, and c) cycle time (ANALYSIS). By iterative design and evaluation procedure, a feasible and efficient robotic design can be attained. As the developed system has motion planning and analysis features, it can be also used as an off-line robot programming system in operation stage. Including the details of each module, this paper also presents a case study made for an actual painting line.

  • PDF

Minimum-Time Trajectory Planning for a Robot Manipulator amid Obstacles (로봇팔의 장애물 중에서의 시간 최소화 궤도 계획)

  • 박종근
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.15 no.1
    • /
    • pp.78-86
    • /
    • 1998
  • This paper presents a numerical method of the minimum-time trajectory planning for a robot manipulator amid obstacles. Each joint displacement is represented by the linear combination of the finite-term quintic B-splines which are the known functions of the path parameter. The time is represented by the linear function of the same path parameter. Since the geometric path is not fixed and the time is linear to the path parameter, the coefficients of the splines and the time-scale factor span a finite-dimensional vector space, a point in which uniquely represents the manipulator motion. The displacement, the velocity and the acceleration conditions at the starting and the goal positions are transformed into the linear equality constraints on the coefficients of the splines, which reduce the dimension of the vector space. The optimization is performed in the reduced vector space using nonlinear programming. The total moving time is the main performance index which should be minimized. The constraints on the actuator forces and that of the obstacle-avoidance, together with sufficiently large weighting coefficients, are included in the augmented performance index. In the numerical implementation, the minimum-time motion is obtained for a planar 3-1ink manipulator amid several rectangular obstacles without simplifying any dynamic or geometric models.

  • PDF

Real-Time Generation of Humanoid Motion with the Motion-Embedded COG Jacobian

  • Kim, Do-Ik;Choi, Young-Jin;Oh, Yong-Hwan;You, Bum-Jae
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2005.06a
    • /
    • pp.2148-2153
    • /
    • 2005
  • For a legged robot such as a humanoid, balancing its body during a given motion is natural but the most important problem. Recently, a motion given to a humanoid is more and more complicated, and thus the balancing problem becomes much more critical. This paper suggests a real-time motion generation algorithm that guarantees a humanoid to be balanced during the motion. A desired motion of each arm and/or leg is planned by the conventional motion planning method without considering the balancing problem. In order to balance a humanoid, all the given motions are embedded into the COG Jacobian. The COG Jacobian is modified to include the desired motions and, in consequence, dimension of the COG Jacobian is drastically reduced. With the motion-embedded COG Jacobian, balancing and performing a task is completed simultaneously, without changing any other parameters related to the control or planning. Validity and efficiency of the proposed motion-embedded COG Jacobian is simulated in the paper.

  • PDF

Implementation of Hybrid System Controller for High-Speed Indoor Navigation of Mobile Robot System Using the Ultra-Sonic Sensors (초음파 센서를 이용한 이동 로봇 시스템의 고속 실내 주행을 위한 하이브리드 시스템 제어기의 구현)

  • Im, Mi-Seop;Im, Jun-Hong;O, Sang-Rok;Yu, Beom-Jae;Yun, In-Sik
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.7 no.9
    • /
    • pp.774-782
    • /
    • 2001
  • In this paper, we propose a new approach to the autonomous and high-speed indoor navigation of wheeled mobile robots using hybrid system controller. The hierarchical structure of hybrid system presented consists of high-level reasoning process and the low-level motion control process and the environmental interaction. In a discrete event system, the discrete states are defined by the user-defined constraints and the reference motion commands are specified in the abstracted motions. The hybrid control system applied for the nonholonomic mobile robots can combine the motion planning and autonomous navigation with obstacle avoidance in the indoor navigation problem. For the evaluation of the proposed algorithm, the algorithm is implemented to the two-wheel driven mobile robot system. The experimental results show that the hybrid system approach is an effective method for the autonomous navigation in indoor environments.

  • PDF

Route Planning and Elevator Boarding Algorithms for Last Mile Delivery Service in Multi-floor Environments (다층 환경에서의 라스트 마일 배송 서비스를 위한 경로 계획 및 엘리베이터 탑승 알고리즘)

  • Daegyu Lee;Gyuree Kang;Taejin Kim;D. Hyunchul Shim;Hoon Jung;Eunhye Kim
    • The Journal of Korea Robotics Society
    • /
    • v.18 no.1
    • /
    • pp.10-17
    • /
    • 2023
  • Recently, robots have been actively utilized for logistics and delivery services in various places such as restaurants, hotels, and hospitals. In addition, it provides a safer environment, convenience, and cost efficiency to the customers. However, when it comes to autonomous delivery in a multi-floor environment, the task is still challenging. Especially for wheeled mobile robots, it is necessary to deal with elevators to perform the last-mile delivery services. Therefore, we present a multi-floor route planning algorithm that enables a wheeled mobile robot to traverse an elevator for the delivery service. In addition, an elevator boarding mission algorithm was developed to perceive the drivable region within the elevator and generate a feasible path that is collision-free. The algorithm was tested with real-world experiments and was demonstrated to perform autonomous postal delivery service in a multi-floor building. We concluded that our study could contribute to building a stable autonomous driving robot system for a multi-floor environment.

Moving Stereo Vision-based Motion Plan by Recognizing the Obstacle Height for Intelligent Mobile Robot

  • Yoon, Yeo-Hong;Jo, Kang-Hyun;Kang, Hyun-Deok;Moon, In-Hyuk
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2001.10a
    • /
    • pp.91.2-91
    • /
    • 2001
  • This paper describes the path planning of an autonomous mobile robot using one camera-based sequence image processing. As an assumption, all objects in front of the mobile robot are located on the same plane where robot moves. Using the moving camera grounded on the autonomous mobile robot, the robot extracts the angular points of obstacle objects, calculates the height using the assumption and discrepancy between two consecutive images. In the image processing, angular points of objects must correspond so that they deliver the size of objects. Thus, the robot passes through if the object has not the height, like the paper or the shadow projected. Otherwise, the robot passes aside if ...

  • PDF

A Study on Humanoid Robot Hand System and Real-Time Grasp Motion Control (인간형 로봇 손 시스템과 실시간 파지 동작 제어에 관한 연구)

  • 임미섭;오상록;손재범;이병주;유범재;홍예선
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.6 no.5
    • /
    • pp.404-414
    • /
    • 2000
  • This paper addresses the development of a 3-fingered humanoid robot hand system and a real-time grasp synthesis of multifingered robot hands to find grasp configurations which satisfy the force closure condition of arbitrary shaped objects. We propose a fast and efficient grasp synthesis algorithm for planar polygonal objects, which yields the contact locations on a given polygonal object to obtain a force closure grasp by the multifingered robot hand. For an optimum grasp and real-time computation, we develop the preference and the hibernation process and assign physical constraints of the humanoid hand to the motion of each finger. The preferences consist of each sublayer reflecting the primitive preference similar to the conditional behaviors of humans for given objectives and their arrangements are adjusted by the heuristics inspired from human's grasping behaviors. The proposed method reduces the computational time significantly at the sacrifice of global optimality, and enables the grasp posture to be changable within two-finger and three-finger grasps. The performance of the presented algorithm is evaluated via simulation studies to obtain the force-closure grasps of polygonal objects with fingertip grasps. The architecture suggested is verified through experimental implementation to our robot hand system by solving the 2- or 3-finger grasp synthesis.

  • PDF

ROS-based Pick-and-Place Motion Control for a Robot Arm of 4 Degrees of Freedom (자유도-4 로봇 팔을 위한 ROS 기반 Pick-and-Place 동작 제어)

  • Kim, Young-Ju
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 2018.01a
    • /
    • pp.53-54
    • /
    • 2018
  • 본 논문은 ROS 프레임워크를 기반으로 4-자유도를 가진 로봇 팔의 Pick-and-Place 동작 제어를 구현하고, 틱택토 게임에 적용한 사례를 제시한다. 로봇 팔의 Pick-and-Place 동작 제어는 움직임 궤적 계획, 충돌 회피 그리고 역기구학 모델링 연산들과 이를 이용한 복잡한 제어 과정을 요구한다. ROS 프레임워크는 간단한 인터페이스 통해 로봇 팔의 동작을 용이하게 제어할 수 있도록 일련의 연산들과 제어 동작을 통합하여 MoveIt 패키지를 제공하고 있으며, 본 논문은 이 패키지를 기반으로 4-자유도의 로봇 팔에 대한 동작 제어 모듈을 구현하였다. 또한 이를 틱택토 게임에 적용하여 로봇 팔을 적절히 제어함을 확인하였다.

  • PDF