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readme.md

Sensing by proxy: Occupancy Detection via Environmental Sensing

  • Contents: We provide a brief description of the code and data.

  • Structure: This archive contains a Code section to place the main functions, a Data section to store the data used in the paper.

How to use:

  • The main code for Sensing by proxy is implemented in simulateobserver.m

  • To reproduce the MSE of sensing by proxy, please run sensingbyproxy_[experiment].m

  • To reproduce the cross-correlation values for the measurements at different locations, please run the calc_crosscorr.m.

  • The results for the projected ventilation is obtained by running energy_simulations.m

Reference

Ming Jin, Nikos Bekiaris-Liberis, Kevin Weekly, Costas Spanos, and Alex Bayen, "Occupancy detection via environmental sensing", IEEE Transactions on Automation Science and Engineering (TASE) (2017)

Ming Jin, Nikos Bekiaris-Liberis, Kevin Weekly, Costas Spanos, and Alex Bayen, "Sensing by proxy: Occupancy detection based on indoor CO2 concentration", IARIA Ubicomm (2015) (paper | poster) (Best Paper Award)

Media

CO2Meter.com (Feb 2017), "CO2 Sensor Occupancy Detection"