Development of an IMU-based foot-ground contact detection (FGCD) algorithm

References

• Adrian, M., and J. M. Cooper. 1995. The Biomechanics of Human Movement. Regina: Benchmark Press.
   Google Scholar
• Ahn, S. C., S. J. Hwang, S. J. Kang, and Y. H. Kim. 2004. “Development and Evaluation of a New Gait Phase Detection System Using FSR Sensors and a Gyrosensor.” Journal of the Korean Society for Precision Engineering 21 (10): 196–203.
   Google Scholar
• Bamberg, S. J. M., A. Y. Benbasat, D. M. Scarborough, D. E. Krebs, and J. A. Paradiso. 2008. “Gait Analysis Using a Shoe-integrated Wireless Sensor System.” IEEE Transactions on Information Technology in Biomedicine 12 (4): 413–423.10.1109/TITB.2007.899493
   PubMedGoogle Scholar
• Banos, O., M. A. Toth, M. Damas, H. Pomares, and I. Rojas. 2014. “Dealing with the Effects of Sensor Displacement in Wearable Activity Recognition.” Sensors 14: 9995–10023.10.3390/s140609995
   PubMed Web of Science ®Google Scholar
• Benocci, M., L.Rocchi, E.Farella, L.Chiari, and L.Benini. 2009. “A Wireless System for Gait and Posture Analysis Based on Pressure Insoles and Inertial Measurement Units.” Paper presented at the annual meeting of the IEEE for the Society of Pervasive Computing Technologies for Healthcare (PervasiveHealth), London, April 1–3.
   Google Scholar
• Burnfield, J. M., C. D. Few, O. S. Mohamed, and J. Perry. 2004. “The Influence of Walking Speed and Footwear on Plantar Pressures in Older Adults.” Clinical Biomechanics 19 (1): 78–84.10.1016/j.clinbiomech.2003.09.007
   PubMed Web of Science ®Google Scholar
• Castro, M., S. Abreu, H. Sousa, L. Machado, R. Santos, and J. P. Vilas-Boas. 2013. “Ground Reaction Forces and Plantar Pressure Distribution during Occasional Loaded Gait.” Applied Ergonomics 44 (3): 503–509.10.1016/j.apergo.2012.10.016
   PubMed Web of Science ®Google Scholar
• Chen, M., J. Yan and Y. Xu. 2009. “Gait Pattern Classification with Integrated Shoes.” Paper presented at the annual meeting of the IEEE/RSJ for Intelligent Robots and Systems (IROS), St. Louis, October 11–15.
   Google Scholar
• Chen, G., C. Patten, D. H. Kothari, and F. E. Zajac. 2005. “Gait Differences between Individuals with Post-stroke Hemiparesis and Non-disabled Controls at Matched Speeds.” Gait & Posture 22 (1): 51–56.
   PubMed Web of Science ®Google Scholar
• Choi, J. H., and W. H. Hong. 2013. “A Suggestion on a New Correction Coefficient for SIMULEX Egress Model to Predict Agent’s Stair Slope Travel Time in a High-rise Building.” Journal of the Architectural Institute of Korea: Planning & Design 29 (3): 285–292.
   Google Scholar
• Cook, T. M., K. P. Farrell, I. A. Carey, J. M. Gibbs, and G. E. Wiger. 1997. “Effects of Restricted Knee Flexion and Walking Speed on the Vertical Ground Reaction Force during Gait.” Journal of Orthopaedic & Sports Physical Therapy 25 (4): 236–244.
   PubMed Web of Science ®Google Scholar
• D’Attanasio Honiger, S., J. P. Micallef, E. Peruchon, D. Guiraud, and P. Rabischong. 2001. “A Robust, Economic and Ergonomic Sensor Device for Gate Phase Detection for an Implanted FES System.” Paper presented at the annual meeting for the International Functional Electrical Stimulation Society (IFESS), Cleveland, June 16–20.
   Google Scholar
• Eng, J. J., and D. A. Winter. 1995. “Kinetic Analysis of the Lower Limbs during Walking: What Information Can Be Gained from a Three-dimensional Model?” Journal of Biomechanics 28 (6): 753–758.10.1016/0021-9290(94)00124-M
   PubMed Web of Science ®Google Scholar
• Go, E., S. Y. Hong, K. K. Lee, and K. O. An. 2013. “Effect of Active Change of Foot Progression Angle on Lower Extremity Joint during Gait.” Korean Journal of Sport Biomechanics 23 (1): 85–90.10.5103/KJSB.2013.23.1.085
   Google Scholar
• Grundy, M., P. A. Tosh, R. D. McLeish, and L. Smidt. 1975. “An Investigation of the Centres of Pressure under the Foot While Walking.” Journal of Bone & Joint Surgery 57 (1): 98–103.
   Web of Science ®Google Scholar
• Hamill, J., and K. M. Knutzen. 2006. Biomechanical Basis of Human Movement. Philadelphia, PA: Lippincott Williams & Wilkins.
   Google Scholar
• Hogg, R. W., A. L. Rankin, S. I. Roumeliotis, M. C. McHenry, D. M. Helmick, C. F. Bergh, and L. Matthies 2002. “Algorithms and Sensors for Small Robot Path following.” Paper presented at the annual meeting for the Society of IEEE International Conference on Robotics and Automation (ICRA), Washington, May 11–15.
   Google Scholar
• Hunt, A. E., R. M. Smith, M. Torode, and A. M. Keenan. 2001. “Inter-segment Foot Motion and Ground Reaction Forces over the Stance Phase of Walking.” Clinical Biomechanics 16 (7): 592–600.10.1016/S0268-0033(01)00040-7
   PubMed Web of Science ®Google Scholar
• John, J. C. 2005. Introduction to Robotics. Upper Saddle River, NJ: Pearson Prentice Hall.
   Google Scholar
• Jordan, K., J. H. Challis, and K. M. Newell. 2007. “Walking Speed Influences on Gait Cycle Variability.” Gait & Posture 26 (1): 128–134.
   PubMed Web of Science ®Google Scholar
• Kang, H. G., and J. B. Dingwell. 2008. “Separating the Effects of Age and Walking Speed on Gait Variability.” Gait & Posture 27 (4): 572–577.
   PubMed Web of Science ®Google Scholar
• Kim, E. S. 2013. “Fabrication of Shoes for Analyzing Human Gait Pattern Using Strain Sensors.” The Journal of the Korea Institute of Electronic Communication Sciences 8 (9): 1407–1412.10.13067/JKIECS.2013.8.9.1407
   Google Scholar
• Lieberman, D. E., M. Venkadesan, W. A. Werbel, Adam I. Daoud, S. D’Andrea, I. S. Davis, R. O. Mang’Eni et al. 2010. “Foot Strike Patterns and Collision Forces in Habitually Barefoot versus Shod Runners.” Nature 463 (7280): 531–535.10.1038/nature08723
   PubMed Web of Science ®Google Scholar
• Lin, C. J., K. A. Lai, Y. L. Chou, and C. S. Ho. 2001. “The Effect of Changing the Foot Progression Angle on the Knee Adduction Moment in Normal Teenagers.” Gait & Posture 14 (2): 85–91.
   PubMed Web of Science ®Google Scholar
• Majumdar, D., M. S. Pal, A. Pramanik, and D. Majumdar. 2013. “Kinetic Changes in Gait during Low Magnitude Military Load Carriage.” Ergonomics 56 (12): 1917–1927.10.1080/00140139.2013.835871
   PubMed Web of Science ®Google Scholar
• Morioka, K., J. H. Lee, and H. Hashimoto. 2004. “Human-following Mobile Robot in a Distributed Intelligent Sensor Network.” IEEE Transactions on Industrial Electronics 51 (1): 229–237.10.1109/TIE.2003.821894
   Web of Science ®Google Scholar
• Ng, T. C., J. Ibañez-Guzmán, J. Shen, Z. Gong, H. Wang, and C. Cheng. 2004. “Vehicle following with Obstacle Avoidance Capabilities in Natural Environments.” Paper presented at the annual meeting for the Society of IEEE International Conference on Robotics and Automation (ICRA), New Orleans, April 26–May 1.
   Google Scholar
• Nistler, J. R., and M. F. Selekwa. 2011. “Gravity Compensation in Accelerometer Measurements for Robot Navigation on Inclined Surfaces.” Procedia Computer Science 6: 413–418.10.1016/j.procs.2011.08.077
   Google Scholar
• Olney, S. J., G. R. Colborne, and C. S. Martin. 1989. “Joint Angle Feedback and Biomechanical Gait Analysis in Stroke Patients: A Case Report.” Physical Therapy 69 (10): 863–870.
   PubMed Web of Science ®Google Scholar
• Pappas, I. P., M. R. Popovic, T. Keller, V. Dietz, and M. Morari. 2001. “A Reliable Gait Phase Detection System.” IEEE Transactions on Neural Systems and Rehabilitation Engineering 9 (2): 113–125.10.1109/7333.928571
   PubMed Web of Science ®Google Scholar
• Pappas, I. P., T. Keller, S. Mangold, M. R. Popovic, V. Dietz, and M. Morari. 2004. “A Reliable Gyroscope-based Gait-phase Detection Sensor Embedded in a Shoe Insole.” IEEE Sensors Journal 4 (2): 268–274.10.1109/JSEN.2004.823671
   Web of Science ®Google Scholar
• Park, S., S. Kang, S. Hwang, and Y. Kim. 2007. “Comparison of Gait Phase Detection Systems for Automatic FES Walking.” Paper presented at the annual meeting for the Society of International Technical Conference on Circuits Systems, Computers and Communications (ITC-CSCC), Busan, July 8–11.
   Google Scholar
• Park, S. J., J. S. Lee, D. H. Gang, E. H. Jung, H. J. Jung, and S. B. Park. 2007. “Research on Walking Speed and Stride according to Age.” Paper presented at the annual meeting for The Ergonomics Society of Korea, Busan, November 16–17.
   Google Scholar
• Shimizu, T., M. Awai, A. Yamashitaand T. Kaneko. 2012. “Mobile Robot System Realizing Human following and Autonomous Returning Using Laser Range Finder and Camera.” Paper presented at the annual meeting for the Society of Fontiers of Computer Vision (FCV), Kawasaki
   Google Scholar
• Tiberio, D. 1987. “The Effect of Excessive Subtalar Joint Pronation on Patellofemoral Mechanics: A Theoretical Model.” Journal of Orthopaedic & Sports Physical Therapy 9 (4): 160–165.
   PubMedGoogle Scholar
• Yuan, Q., and I. Chen. 2012. “Human Velocity and Dynamic Behavior Tracking Method for Inertial Capture System.” Sensors and Actuators a: Physical 183: 123–131.10.1016/j.sna.2012.06.003
   Web of Science ®Google Scholar
• Yuan, Q., and I. Chen. 2014. “Localization and Velocity Tracking of Human via 3 IMU Sensors.” Sensors and Actuators a: Physical 212: 25–33.10.1016/j.sna.2014.03.004
   Web of Science ®Google Scholar