Occupancy sensing in buildings: A review of data analytics approaches

摘要: Abstract A review of the literature pertaining to building occupancy detection, counting, and tracking – three areas under umbrella estimation is presented with a focus on mathematical approaches corresponding metrics. The idea provide reader background hardware techniques used for inference, subsequent data collection, emphasis placed algorithmic characterization estimation. various employed by researchers tackle problem are surveyed summarized, including: cleaning processes, algorithm utilization categorization, as well structuring organization. scope prediction performance metrics establish benchmarking system through comprehensive summary (indoor) estimation, in context tools utilized.