Rapid energy expenditure estimation for assisted and inclined loaded walking
暂无分享,去创建一个
Mykel J. Kochenderfer | Scott L. Delp | Patrick Slade | Steven H. Collins | Rachel Troutman | S. Collins | S. Delp | Patrick Slade | Rachel Troutman
[1] C. H. Wyndham,et al. An equation for prediction of energy expenditure of walking and running. , 1973, Journal of applied physiology.
[2] K B Pandolf,et al. Metabolic energy expenditure and terrain coefficients for walking on snow. , 1976, Ergonomics.
[3] J. Webster,et al. Estimation of energy expenditure by a portable accelerometer. , 1983, Medicine and science in sports and exercise.
[4] J. Brockway. Derivation of formulae used to calculate energy expenditure in man. , 1987, Human nutrition. Clinical nutrition.
[5] A. Prentice,et al. The use of heart rate monitoring in the estimation of energy expenditure: a validation study using indirect whole-body calorimetry , 1989, British Journal of Nutrition.
[6] A Duggan,et al. Prediction of the metabolic cost of walking with and without loads. , 1992, Ergonomics.
[7] J. Perry,et al. Energy expenditure during ambulation in dysvascular and traumatic below-knee amputees: a comparison of five prosthetic feet. , 1995, Journal of rehabilitation research and development.
[8] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[9] R. Eston,et al. Validity of heart rate, pedometry, and accelerometry for predicting the energy cost of children's activities. , 1998, Journal of applied physiology.
[10] B. Ainsworth,et al. Estimation of energy expenditure using CSA accelerometers at hip and wrist sites. , 2000, Medicine and science in sports and exercise.
[11] Arthur D Kuo,et al. Energetics of actively powered locomotion using the simplest walking model. , 2002, Journal of biomechanical engineering.
[12] J. Donelan,et al. Mechanical work for step-to-step transitions is a major determinant of the metabolic cost of human walking. , 2002, The Journal of experimental biology.
[13] Philip E. Martin,et al. A Model of Human Muscle Energy Expenditure , 2003, Computer methods in biomechanics and biomedical engineering.
[14] U. Ekelund,et al. Branched equation modeling of simultaneous accelerometry and heart rate monitoring improves estimate of directly measured physical activity energy expenditure. , 2004, Journal of applied physiology.
[15] K. Holdy. Monitoring energy metabolism with indirect calorimetry: instruments, interpretation, and clinical application. , 2004, Nutrition in clinical practice : official publication of the American Society for Parenteral and Enteral Nutrition.
[16] U. Ekelund,et al. Reliability and validity of the combined heart rate and movement sensor Actiheart , 2005, European Journal of Clinical Nutrition.
[17] D. Bassett,et al. Estimating energy expenditure using accelerometers , 2006, European Journal of Applied Physiology.
[18] D. Heil. Predicting Activity Energy Expenditure Using the Actical® Activity Monitor , 2006, Research quarterly for exercise and sport.
[19] Ayman Habib,et al. OpenSim: Open-Source Software to Create and Analyze Dynamic Simulations of Movement , 2007, IEEE Transactions on Biomedical Engineering.
[20] S. Olney,et al. A comparison of gait biomechanics and metabolic requirements of overground and treadmill walking in people with stroke. , 2009, Clinical biomechanics.
[21] P. Montgomery,et al. Validation of Heart Rate Monitor-Based Predictions of Oxygen Uptake and Energy Expenditure , 2009, Journal of strength and conditioning research.
[22] David Andre,et al. Machine Learning and Sensor Fusion for Estimating Continuous Energy Expenditure , 2011, AI Mag..
[23] Sabrina S. M. Lee,et al. Movement mechanics as a determinate of muscle structure, recruitment and coordination , 2011, Philosophical Transactions of the Royal Society B: Biological Sciences.
[24] S. Delp,et al. Predicting the metabolic cost of incline walking from muscle activity and walking mechanics. , 2012, Journal of biomechanics.
[25] Tao Liu,et al. Gait Analysis Using Wearable Sensors , 2012, Sensors.
[26] S. Delp,et al. Men and women adopt similar walking mechanics and muscle activation patterns during load carriage. , 2013, Journal of biomechanics.
[27] J. Wakeling,et al. Estimating changes in metabolic power from EMG , 2013, SpringerPlus.
[28] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[29] Rachel W Jackson,et al. An experimental comparison of the relative benefits of work and torque assistance in ankle exoskeletons. , 2015, Journal of applied physiology.
[30] J. Maxwell Donelan,et al. "Body-In-The-Loop": Optimizing Device Parameters Using Measures of Instantaneous Energetic Cost , 2015, PloS one.
[31] Seung Eel Oh,et al. Predicting Complete Ground Reaction Forces and Moments During Gait With Insole Plantar Pressure Information Using a Wavelet Neural Network. , 2015, Journal of biomechanical engineering.
[32] Soha Pouya,et al. Simulating Ideal Assistive Devices to Reduce the Metabolic Cost of Running , 2016, PloS one.
[33] Kimberly A. Ingraham,et al. Using wearable physiological sensors to predict energy expenditure , 2017, 2017 International Conference on Rehabilitation Robotics (ICORR).
[34] Rachel W Jackson,et al. Human-in-the-loop optimization of exoskeleton assistance during walking , 2017, Science.
[35] Scott Kuindersma,et al. Human-in-the-loop Bayesian optimization of wearable device parameters , 2017, PloS one.
[36] Scott L Delp,et al. Simulating ideal assistive devices to reduce the metabolic cost of walking with heavy loads , 2017, PloS one.
[37] T. Hastie,et al. Accuracy in Wrist-Worn, Sensor-Based Measurements of Heart Rate and Energy Expenditure in a Diverse Cohort , 2016, bioRxiv.
[38] Scott Kuindersma,et al. Human-in-the-loop optimization of hip assistance with a soft exosuit during walking , 2018, Science Robotics.
[39] Salman Faraji,et al. A simple model of mechanical effects to estimate metabolic cost of human walking , 2018, Scientific Reports.