Multi Sensor-Based Obstacle Avoidance Algorithm in Visual Engineering Environment

Abqori Aula
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Abstract

Obstacle avoidance is an essential problem for applications involving multiple wheeled mobile robots. This research proposes a simple obstacle avoidance rule utilizing only one type of sensor, i.e., infrared sensor. In this research, multiple infrared sensors are placed on a mobile robot, arranged 45° radially equidistance. By using a low-cost and easily available infrared sensor, the cost and time consumed to build and repair a wheeled mobile robot are considerably reduced. Avoiding rules, based on simple behavior, such as “turn”, “stop”, “follow”, and “ignore” are developed. By applying these rules, each robot can refer to the motion of other robot or stationary object to avoid collision. Simulation results show that the proposed algorithm performs well, at 66.7% chance of avoiding a moving object and at 93% chance of avoiding a stationary object.
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视觉工程环境下基于多传感器的避障算法
避障是多轮式移动机器人应用的关键问题。本研究提出了一种简单的避障规则,仅利用一种传感器,即红外传感器。在本研究中,多个红外传感器被放置在移动机器人上,以45°径向等距离排列。通过使用低成本和容易获得的红外传感器,制造和维修轮式移动机器人的成本和时间大大降低。避免规则,基于简单的行为,如“转弯”,“停止”,“跟随”,“忽略”发展。通过应用这些规则,每个机器人可以参考其他机器人或静止物体的运动,以避免碰撞。仿真结果表明,该算法具有良好的避碰性能,避碰运动物体的概率为66.7%,避碰静止物体的概率为93%。
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审稿时长
10 weeks
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