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ROBOTIC TRACKING NAVIGATION WITH DATA FUSION

机译:具有数据融合的机器人跟踪导航

摘要

Disclosed are systems and methods of sensor fusion for exemplary use with robotic navigation control. Systems and methods include providing local estimates of a target location from a plurality of expert modules that process sensor data. The local estimates are weighted based upon a Mahalanobis distance from an expected estimated value and based upon a Euclidean distance between the local estimates. The local estimates are fused in a Bayesian fusion center based upon the weight given to each of the local estimates.
机译:公开了用于机器人导航控制的示例性传感器融合的系统和方法。系统和方法包括从处理传感器数据的多个专家模块提供目标位置的本地估计。基于距预期估计值的马氏距离和基于本地估计之间的欧式距离对本地估计进行加权。基于赋予每个局部估计的权重,将局部估计融合在贝叶斯融合中心中。

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