Invention Grant
US08055382B2 Methods, apparatus, and medium for estimating pose of mobile robot using particle filter
有权
使用粒子滤波器估计移动机器人姿态的方法,装置和介质
- Patent Title: Methods, apparatus, and medium for estimating pose of mobile robot using particle filter
- Patent Title (中): 使用粒子滤波器估计移动机器人姿态的方法,装置和介质
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Application No.: US11898779Application Date: 2007-09-14
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Publication No.: US08055382B2Publication Date: 2011-11-08
- Inventor: Hyeon Myeong , Seok-won Bang , Dong-geon Kong , Su-jinn Lee
- Applicant: Hyeon Myeong , Seok-won Bang , Dong-geon Kong , Su-jinn Lee
- Applicant Address: KR Suwon-Si
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon-Si
- Agency: Staas & Halsey LLP
- Priority: KR10-2006-0113440 20061116
- Main IPC: G05B19/18
- IPC: G05B19/18

Abstract:
Disclosed is a method, apparatus, and medium for estimating a pose of a moving robot using a particle filter. A method for estimating a pose of a moving robot using a particle filter according to an embodiment of the invention includes a detecting a change in pose of the mobile robot and calculating a pose of the current particle by applying the detected change in pose to the previous particle, predicting the probability of the pose of the current particle and obtaining a weight of the current particle on the basis of range data obtained by a sensor and map information, resampling the current particle on the basis of the weight, and adjusting the weight in consideration of an error of the sensor
Public/Granted literature
- US20080119961A1 Methods, apparatus, and medium for estimating pose of mobile robot using particle filter Public/Granted day:2008-05-22
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