Invention Application
US20160123728A1 METHOD FOR CLASSIFYING HUMAN MOBILITY STATE USING PARTICLE FILTER 审中-公开
使用颗粒过滤器分类人类移动状态的方法

METHOD FOR CLASSIFYING HUMAN MOBILITY STATE USING PARTICLE FILTER
Abstract:
Provided is a method of determining a mobility state of a specific target. The method of determining a mobility state of a specific target by using a particle filter having particles defined as N independent random variables, the method comprising: calculating a current speed of the specific target, and calculating a value relating to a cumulative probability at which the specific target has the current speed, repeating a particle update process of updating a value of each particle by a number of times according to a predetermined rule, and calculating an average value of values that the N particles updated have, and determining a mobility state of the specific target based on the average value, wherein a weigh is calculated to use for updating the value of the particle by using the cumulative probability.
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