首页>
外国专利>
Occupancy Estimation Using Nonparametric Online Change-Point Detection, and Apparatuses, Systems, and Software for Same
Occupancy Estimation Using Nonparametric Online Change-Point Detection, and Apparatuses, Systems, and Software for Same
展开▼
机译:使用非参数在线更改点检测的占用率估算以及设备,系统和软件的占用率估算
展开▼
页面导航
摘要
著录项
相似文献
摘要
Systems, methods, and software for determining whether or not a monitored space is occupied by one or more humans and/or animals. In some embodiments, one or more radio-frequency (RF) receivers monitor(s) one or more RF frequencies for changes in received signal strength that may be due to changes in occupancy of the space being monitored. The received signal strength is analyzed using nonparametric online change-point detection analysis to determine change-points in the received signal(s). One or more statistical measures of the received signal(s), such as mean and variance, are used in conjunction with the change-point detection to determine a probability that the occupancy of the monitored space has changed. In some embodiments, additional sensors and/or machine learning can be used to enhance the performance of the disclosed occupancy-detection methodologies.
展开▼