A More Efficient Transportable and Scalable System for Real-Time Activities and Exercises Recognition

作者: , , , ,

DOI: 10.3390/S18010268

关键词:

摘要: Many people in the world are affected by muscle wasting, especially population hits myotonic dystrophy type 1 (DM1). Those usually given a program of multiple physical exercises to do. While DM1 and many other have difficulties attending commercial centers realize their program, solution is develop such completable at home. To this end, we developed portable system that patients could bring This prototype an improved version previous one using Wi-Fi, as new runs on BLE technology. conceptualized induces great results.

参考文章(27)
Michael L. Littman, Nishkam Ravi, Preetham Mysore, Nikhil Dandekar, Activity recognition from accelerometer data innovative applications of artificial intelligence. pp. 1541- 1546 ,(2005)
Emmanuel Munguia Tapia, Stephen S. Intille, Kent Larson, Activity Recognition in the Home Using Simple and Ubiquitous Sensors Lecture Notes in Computer Science. pp. 158- 175 ,(2004) , 10.1007/978-3-540-24646-6_10
Benjamin Gallais, Michèle Montreuil, Marcela Gargiulo, Bruno Eymard, Cynthia Gagnon, Luc Laberge, Prevalence and correlates of apathy in myotonic dystrophy type 1 BMC Neurology. ,vol. 15, pp. 148- 148 ,(2015) , 10.1186/S12883-015-0401-6
Carles Gomez, Joaquim Oller, Josep Paradells, Overview and Evaluation of Bluetooth Low Energy: An Emerging Low-Power Wireless Technology Sensors. ,vol. 12, pp. 11734- 11753 ,(2012) , 10.3390/S120911734
Muhammad Shoaib, Hans Scholten, P.J.M. Havinga, Towards Physical Activity Recognition Using Smartphone Sensors ubiquitous intelligence and computing. pp. 80- 87 ,(2013) , 10.1109/UIC-ATC.2013.43
J. B. J. Bussmann, W. L. J. Martens, J. H. M. Tulen, F. C. Schasfoort, H. J. G. van den Berg-Emons, H. J. Stam, Measuring daily behavior using ambulatory accelerometry: The Activity Monitor Behavior Research Methods, Instruments, & Computers. ,vol. 33, pp. 349- 356 ,(2001) , 10.3758/BF03195388
Cynthia Gagnon, Jean Mathieu, Stéphane Jean, Luc Laberge, Michel Perron, Suzanne Veillette, Louis Richer, Luc Noreau, Predictors of Disrupted Social Participation in Myotonic Dystrophy Type 1 Archives of Physical Medicine and Rehabilitation. ,vol. 89, pp. 1246- 1255 ,(2008) , 10.1016/J.APMR.2007.10.049
Piyush Gupta, Tim Dallas, Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer IEEE Transactions on Biomedical Engineering. ,vol. 61, pp. 1780- 1786 ,(2014) , 10.1109/TBME.2014.2307069
Akram Bayat, Marc Pomplun, Duc A Tran, None, A Study on Human Activity Recognition Using Accelerometer Data from Smartphones Procedia Computer Science. ,vol. 34, pp. 450- 457 ,(2014) , 10.1016/J.PROCS.2014.07.009
Lei Gao, A.K. Bourke, John Nelson, Evaluation of accelerometer based multi-sensor versus single-sensor activity recognition systems. Medical Engineering & Physics. ,vol. 36, pp. 779- 785 ,(2014) , 10.1016/J.MEDENGPHY.2014.02.012