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SYSTEM AND METHOD FOR SIMULTANEOUS LOCALIZATION AND MAPPING USING UNSCENTED KALMAN FILTER
SYSTEM AND METHOD FOR SIMULTANEOUS LOCALIZATION AND MAPPING USING UNSCENTED KALMAN FILTER
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机译:使用无味卡尔曼滤波器同时定位和映射的系统和方法
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摘要
A location estimate and a mapping system are provided to solve a weakness having an extended kalman filter and minimize an error in a nonlinear system. A location estimate and a mapping system comprise a measuring mean and an analyzing mean. The measuring mean measures a location of objects existing in an airline environment of a moving body. The analyzing mean sends and receives a signal with the measuring mean. The analyzing mean measures a location of the moving body using the location of measured objects. The analyzing mean calculates a probability distribution of cycle, and renews the probability distribution using a sigma point which is set up in order to sample the Gaussian distribution from a probability distribution.
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