Description
This dataset contains domotic sensor data recorded in a flat at LACE Housing in Lincoln, UK. Data was continuously recorded in a mongo database for one month. The database contains one collection with data from zwave sensors.
Domotic sensors placement in LACE housing flat
Citation
If you are considering using this data, please reference the following:
Fernandez-Carmona M. and Bellotto N. (2020) “Wavelet-based Temporal Models of Human Activities for Anomaly Detection”.
Recording platform:
Recordings were made using OpenHAB 1.8.3, with the following sensors:
| Sensor | Item field prefix | location |
| Fibaro Wall Plug Sensor | Kitchen_Plug_ | Coffee machine |
| Fibaro Multi Sensor | Kitchen_Multi_ | Kitchen |
| Fibaro Door Sensor | Fridge_Door_ | Fridge door |
| Fibaro Door Sensor | Entry_Door_ | Entry door |
| Fibaro Multi Sensor | Livingroom_Multi_ | Livingroom |
| Fibaro Multi Sensor | Bathroom_Multi_ | Bathroom |
| Fibaro Multi Sensor | Bedroom_Multi_ | Bedroom |
| Fibaro Wall Plug Sensor | Other_Plug_ | TV |
Download and Related Software*
Mongo database can be downloaded here. Additionally, we use this dataset to develop models of human activity. A ROS implementation is available here: Wavelet-based Temporal Forecasting Action Server
*If you consider using these, please send us an email (Manuel Fernandez-Carmona or Nicola Bellotto) telling a little more about your ideas.
License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.
Copyright (c) 2020 Manuel Fernandez-Carmona, and Nicola Bellotto.
Funding
This work was funded in part by the EU Horizon 2020 project ENRICHME, H2020-ICT-2014-1, Grant agreement no.: 643691.