Title :
Tooth brushing Pattern Classification using Three-Axis Accelerometer and Magnetic Sensor for Smart Toothbrush
Author :
Kang-Hwi Lee ; Jeong-Whan Lee ; Kyeong-Seop Kim ; Dong-Jun Kim ; Kyungho Kim ; Heui-Kyung Yang ; Keesam Jeong ; Byungchae Lee
Author_Institution :
Konkuk Univ., Chungju
Abstract :
The concept of intelligent toothbrush, capable of monitoring brushing motion, orientation through the grip axis, during toothbrushing was suggested in our previous study. In this study, we describe a tooth brushing pattern classification algorithm using three-axis accelerometer and three-axis magnetic sensor. We have found that inappropriate tooth brushing pattern showed specific moving patterns. In order to trace the position and orientation of toothbrush in a mouth, we need to know absolute coordinate information of toothbrush. By applying tilt-compensated azimuth (heading) calculation algorithm, which is generally used in small telematics devices, we could find the inclination and orientation information of toothbrush. To assess the feasibility of the proposed algorithm, 8 brushing patterns were preformed by 6 individual healthy subjects. The proposed algorithm showed the detection ratio of 98%. This study showed that the proposed monitoring system was conceived to aid dental care personnel in patient education and instruction in oral hygiene regarding brushing style.
Keywords :
accelerometers; biomedical equipment; biomedical measurement; dentistry; intelligent sensors; magnetic sensors; medical signal detection; medical signal processing; patient monitoring; pattern classification; brushing motion monitoring; dental care personnel; magnetic sensor; oral hygiene instruction; patient education; pattern classification; smart toothbrush; three-axis accelerometer; tilt-compensated azimuth calculation; tooth brushing; Accelerometers; Azimuth; Classification algorithms; Intelligent sensors; Magnetic sensors; Monitoring; Mouth; Pattern classification; Teeth; Telematics; Humans; Magnetics; Models, Theoretical; Monitoring, Physiologic; Patient Education as Topic; Toothbrushing;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353265