Title :
Feasibility study for life event sensor on big field data
Author :
Kushiro, Noriyuki ; Ide, Taichi ; Tomonaga, Kazuki ; Ogawa, Yuki ; Higuma, Toshiyasu
Author_Institution :
Fac. of Comput. Sci. & Syst. Eng., Kyushu Inst. of Technol., Fukuoka, Japan
Abstract :
Life event sensor is an activity recognition sensor both for measuring electric power and for detecting usage of electronic devices by utilizing high frequency current waveform as a signature of each device. To discuss the feasibility of the sensor, we have constructed a long-term data collection system and installed the system in five occupied houses. Discussion about feasibility of the life event sensor on long-term field data and experimental data on a test bed, which can simulate several conditions of power line, is described in this paper.
Keywords :
electric sensing devices; power cables; power measurement; activity recognition sensor; big field data; electric power measurement; electronic device; life event sensor; long-term data collection system; power line; Data collection; Fluctuations; Frequency measurement; Generators; Impedance; Object recognition; Stability analysis;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066458
