2023-02-212023-02-212012-02Fuentes, D., González Abril, L., Angulo, C. y Ortega Ramírez, J.A. (2012). Online motion recognition using an accelerometer in a mobile device. Expert Systems with Applications, 39 (3), 2461-2465. https://doi.org/10.1016/j.eswa.2011.08.098.0957-4174 (impreso)1873-6793 (online)https://hdl.handle.net/11441/142848This paper introduces a new method to implement a motion recognition process using a mobile phone fitted with an accelerometer. The data collected from the accelerometer are interpreted by means of astatistical study and machine learning algorithms in order to obtain a classification function. Then, that function is implemented in a mobile phone and online experiments are carried out. Experimental results show that this approach can be used to effectively recognize different human activities with a high-level accuracy.application/pdf5engAttribution-NonCommercial-NoDerivatives 4.0 Internacionalhttp://creativecommons.org/licenses/by-nc-nd/4.0/Features extractionPattern recognitionSVMinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/openAccess10.1016/j.eswa.2011.08.098