Robot vision network based on ceiling map sharing

Y. Fukutani, Tomoyuki Takahashi, M. Iwahashi, Tetsuya Kimura, S. Samsudin, N. Mokhtar
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引用次数: 6

Abstract

In the system introduced in this report, a ceiling map is shared by mobile robots inside a building. Firstly, the map is generated from a video trough an "upward" camera on a leading robot. Next, location of a following robot is estimated and plotted on the map. If there is debris on the floor, the estimated location contains error. To avoid this "estimation" problem, in our previous report, we extracted motion information from a "forward" camera and fed it back to the location estimation. However, it requires transmitting video signals from two cameras - upward and forward. It means that data amount for transmission via digital network is doubled. To avoid this "transmission" problem, in this report, 1) we remove redundancy on motion information between the two cameras. For further improvement, 2) we assign much load to the leading robot than following robots. As a result, data amount for communication among mobile robots is significantly reduced. It contributes to have more following robots under limited data transmission capacity of a digital network.
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基于天花板地图共享的机器人视觉网络
在本报告中介绍的系统中,建筑物内的移动机器人共享天花板地图。首先,地图是通过领先机器人上的“向上”摄像头从视频中生成的。接下来,估计一个跟随机器人的位置并绘制在地图上。如果地板上有碎片,估计的位置包含错误。为了避免这种“估计”问题,在我们之前的报告中,我们从“前向”摄像机中提取运动信息,并将其反馈给位置估计。然而,它需要从两个摄像机传输视频信号——向上和向前。这意味着通过数字网络传输的数据量增加了一倍。为了避免这种“传输”问题,在本报告中,1)我们消除了两个摄像机之间运动信息的冗余。为了进一步改进,2)我们给领头机器人分配了比跟随机器人更多的负载。因此,移动机器人之间的通信数据量大大减少。它有助于在数字网络有限的数据传输能力下拥有更多的跟随机器人。
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