A statistical physics approach to data assimilation of time series

作者:Kauftnan Miron*; Zurcher Ulrich; Sung Paul
来源:3rd International Conference on Cybernetics and Information Technologies, Systems and Applications/4th International Conference on Computing, Communications and Control Technologies, 2006-07-20 to 2006-07-23.

摘要

A nonlinear analysis of time series based on entropy is applied to electromyography time series from back muscles. The entropy of the electromyography signal from the erector spinae muscle exhibits a crossover from sub-diffusive regime at short times to a self-organization regime at longer times. We believe that this approach could be used to develop a sensor for low back disease.

  • 出版日期2006