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Implementation of Virtual Force Field Method for Movements Control Autonomous Mobile Robot in Soccer Robot Applications

机译:足球机器人应用中运动控制自主移动机器人虚拟力场法的实现

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摘要

Virtual Force Field method is the one method which have simply concept but have a good ability to solve problemudabout obstacle avoidance. From the research that have done by Borenstein, Virtual Force Field is developed from the research that have done before that is Potential Field Method which work based on Histogram Grid. But it use Weight Value that different in any place which have obstacle. From the poorness that method, finally it can handled by Virtual Force Field method. In the Virtual Force Field method, an obstacle will represented as Repulsive Force and the target will represented as Attractive Force toward robot. Thenudthe result from two force will be command in steering robot. To detect an obstacle that surrounds robot we use An Ultrasonic Sensor SRF 04 which work optimally up to 100 cm. For detect the object in front of robot we use Object Tracking method which use CMU Cam2 camera. In practically, we get an error resultant about 0.059% for the vector angle and 0.073% for the value of vector.
机译:虚拟力场法是一种概念简单但具有解决绕障问题的能力。从Borenstein所做的研究中,虚拟力场是从之前进行的研究发展而来的,它是基于直方图网格的电位场方法。但是它在任何有障碍的地方都使用不同的权重值。从该方法的缺点出发,最终可以通过虚拟力场方法进行处理。在虚拟力场方法中,障碍物将表示为排斥力,目标将表示为对机器人的吸引力。然后,两个力的结果将在转向机器人中发出指令。为了检测机器人周围的障碍物,我们使用了超声波传感器SRF 04,其最佳工作距离可达100厘米。为了检测机器人前方的物体,我们使用了使用CMU Cam2摄像机的物体跟踪方法。实际上,对于矢量角度,我们得出的误差约为0.059%,对于矢量值,则约为0.073%。

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