Towards the run and walk activity classification through step detection - An android application

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 1980-1983

  Oner, Melis ^a   Pulcifer Stump, Jeffry A ^a   Seeling, Patrick ^a   Kaya, Tolga ^a  

^a CENTRAL MICHIGAN UNIVERSITY   (United States)

Author keywords

Activity classification; Android; Fall Detection; Mobile Applications

Indexed keywords

ACCELERATION SENSORS; ANDROID; FALL DETECTION; HUMAN ACTIVITIES; MOBILE APPLICATIONS; STEP DETECTION;

ALGORITHMS; SENSORS;

ROBOTS;

ACCELEROMETRY; ALGORITHM; ARTICLE; EQUIPMENT; FALLING; HUMAN; METHODOLOGY; MOBILE PHONE; PHYSIOLOGY; RUNNING; WALKING;

ACCELEROMETRY; ACCIDENTAL FALLS; ALGORITHMS; CELLULAR PHONE; HUMANS; RUNNING; WALKING;

MLCS; MLOWN;

EID: 84880808606     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6346344     Document Type: Conference Paper

References (11)

1. Mostarac, P., Hegeduš, H., Jurcevic, M., Malaric, R., Lay-Ekuakille, A, "Fall Detection of Patients Using 3-Axis Accelerometer System", in: IEEE International Workshop Medical Measurements and Applications, Torino, Italy, 2011, pp.456-459.
2. Perolle, G., Fraisse P., Mavros, M., Etxeberria, I., Fatronik, S., Lirmm, F., Zenon, G., Ingema, S. "Automatic Fall Detection and Activity Monitoring for Elderly", in Proc. MEDETEL, 2006.
3. Stevens, J.A., "Fatalities and Injuries from Falls Among Older Adults - United States, 1993-2003 and 2001-2005," MMWR 2006; 55(45).
4. Atallah, L., Lo, B., King, R., Yang, GZ. "Sensor positioning for activity recognition using wearable accelerometers" in Proc. Int. Workshop Wearable Implantable Body Sens. Netw., Los Alamitos, CA, 2010, pp.24-29.
5. Li, Q., Stankovic, J.A., Hanson, M.A., Barth, A.T., Lach, J., Gang Zhou. "Accurate, Fast Fall Detection Using Gyroscopes and Accelerometer-Derived Posture", in BSN '09 Proc. of the Sixth International Workshop on Wearable and Implantable Body Sensor Networks, Berkeley, CA, 2009, pp.138-143
6. L. Bao and S. S. Intille, "Activity Recognition from User-annotated Acceleration Data," in Proc. 2nd Int. Conf. Pervasive Comput., 2004, pp.1-17.
7. Bourke, A.K. and Lyons, G.M., "A Threshold-based Fall-detection Algorithm using a Bi-axial Gyroscope Sensor," Medical Engineering and Physics, 30(1), pp. 778-998.
8. "Samsung Admire User Manual," Web site: www.samsung.com/us/ support/downloads/SCH-R720ZRAXAR Aug. 23, 2011.
9. "iPhone User Guide For iPhone OS 5.0 Software," Web site: manuals.info.apple.com/en-US/iPhone-iOS3.1-User-Guide.pdf Oct. 20, 2011, [Jan.19, 2012]
10. Maier, R., "Professional Android Development Book," Crosspoint, IN: WILEY, 2009.
11. Kokshenev, V.B, "Dynamics of Human Walking at Steady Speeds," Physical Review Letters, 98, 208101-4, 2004.