TY - JOUR PY - 2012// TI - Radar walk detection in the apartments of elderly JO - Conference proceedings - IEEE engineering in medicine and biology society A1 - Phillips, Calvin E. A1 - Keller, James A1 - Popescu, Mihail A1 - Skubic, Marjorie A1 - Rantz, Marilyn J. A1 - Cuddihy, Paul E. A1 - Yardibi, Tarik SP - 5863 EP - 5866 VL - 2012 IS - N2 - Seniors want to live more independent lifestyles. This comes with some risks including dwindling health and major injuries due to falling. A factor that has been studied and seen to have a correlation to fall risk is change in gait speed. Our goal is to create a passive system that monitors the gait of elderly so that assessments can be given by caregivers if gait changes do occur. This paper will cover a method of using pulse-Doppler radar to detect when walks occur. In unscripted living environments, we are able to detect valid walks. The system does miss walks during the day, but when walks are detected, they are actually valid walks 91.8% of the time using a large data base of radar signals captured in living environments.
Language: en
LA - en SN - 1557-170X UR - http://dx.doi.org/10.1109/EMBC.2012.6347327 ID - ref1 ER -