Measuring walking and running cadence using magnetometers

Proceedings - 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2013

Volumn , Issue , 2013, Pages 1458-1463

  Abdulla, Umran Azziz ^a   Taylor, Ken ^b   Barlow, Michael ^a   Naqshbandi, Khushnood Z ^c  

^a Canberra ACT 2600   (Australia)

^b CSIRO   (Australia)

^c NONE

Author keywords

activity recognition; body sensor network; candance; compass; energy expenditure; magnetometer; sensor localization; smart phone

Indexed keywords

ACCELEROMETER SIGNALS; ACTIVITY-RECOGNITION; CANDANCE; ENERGY-EXPENDITURE; LOW POWER SENSOR; MAGNETIC FIELD FLUCTUATIONS; SENSOR LOCALIZATION; URBAN ENVIRONMENTS;

ACCELEROMETERS; ALGORITHMS; BODY SENSOR NETWORKS; COMPASSES (MAGNETIC); MAGNETOMETERS; SENSORS; SMARTPHONES;

WALKING AIDS;

EID: 84893444149     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TrustCom.2013.176     Document Type: Conference Paper

References (14)

1. K. Taylor, U. A. Abdulla, R. J. Helmer, J. Lee, I. Blanchonette, "Activity classification with smart phones for sports activities," Procedia Engineering, vol. 13, pp. 428-433, Jul. 2011.
2. M. J. Mathie, A. C. Coster, N. H. Lovell, B. G. Celler, "Accelerometry: providing an integrated, practical method for longterm, ambulatory monitoring of human movements," Physiological measurement, vol. 25, no. 2, pp R1-R20, Apr. 2004.
3. N. Oliver, F. Flores-Mangas, "MPTrain: a mobile, music and physiology-based personal trainer," in Proceedings of the 8th conference on Human-computer interaction with mobile devices and services, Espoo, Finland, 2006, pp. 21-28.
4. P. Barralon, N. Vuillerme, and N. Noury, "Walk detection with a kinematic sensor: frequency and wavelet comparison," in 28th Anual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS '06), New York, NY, 2006, pp. 1711-1714.
5. M. Yuwono, S. W. Su, B. D. Moulton, and H. T. Nguyen, "Gait cycle spectrogram analysis using a torsoattached inertial sensor," in Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), San Diego, Cal., 2012, pp. 6539-6542.
6. C. Mazzà, M. Donati, J. McCamley, P. Picerno, and A. Cappozzo, "An optimized Kalman filter for the estimate of trunk orientation from inertial sensors data during treadmill walking," Gait & Posture, vol. 35, no. 1, pp. 138-142, Jan. 2012.
7. E. Foxlin, "Pedestrian tracking with shoe-mounted inertial sensors," Computer Graphics and Applications, vol. 25, no. 5, pp. 38-46, Dec. 2005.
8. X. Yun, E. R. Bachmann, H. Moore, and J. Calusdian, "Selfcontained position tracking of human movement using small inertial/magnetic sensor modules," in IEEE International Conference on Robotics and Automation, Roma, Italy, 2007, pp.2526-2533.
9. D. Roetenberg, H. J. Luinge, C. T. M. Baten, and P. H. Veltink, "Compensation of magnetic disturbances improves inertial and magnetic sensing of human body segment orientation," IEEE Trans. on Neural Syst. and Rehabil. Eng., vol. 13, no. 3, pp. 395-405, Sept. 2005.
10. D. Roetenberg, C. T. M. Baten, and P. H. Veltink, "Estimating body segment orientation by applying inertial and magnetic sensing near ferromagnetic materials," IEEE Trans. on Neural Syst. and Rehabil. Eng., vol 15, no. 3, pp. 469-471, Sept. 2007
11. Opal by APDM, inc. [online]. Available: http://apdm.com/products/ movement-monitors/opal/
12. S. Gambino, M. Mirochnik, and S. Schechter. (2006). Center of mass of a human [online]. Available: http://hypertextbook.com/facts/2006/centerofmass. shtml
13. T. Öberg, A. Karsznia, and K. Öberg, "Basic gait parameters: reference data for normal subjects, 10-79 years of age," Journal of Rehabilitation Research and Development, vol. 30, no. 2, pp. 210-223, 1993.
14. D. Mizell, "Using gravity to estimate accelerometer orientation," Proceedings of the 7th IEEE International Symposium on Wearable Computers, White Plains, NY, 2003, pp. 252.