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Nonlinear fractal dynamics of human colonic pressure activity based upon the box-counting method

机译:基于盒计数法的人类结肠压力活动的非线性分形动力​​学

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摘要

The computational fractal dimension of human colonic pressure activity acquired by a telemetric capsule robot under normal physiological conditions was studied using the box-counting method. The fractal dimension is a numeric value that quantifies to measure how rough the signal is from nonlinear dynamics, rather than its amplitude or other linear statistical features. The colonic pressure activities from the healthy subject during three typical periods were analysed. The results showed that the activity might be fractal with a non-integer fractal dimension after it being integrated over time using the cumsum method, which was never revealed before. Moreover, the activity (after it being integrated) acquired soon after wakening up was the roughest (also the most complex one) with the largest fractal dimension, closely followed by that acquired during sleep with that acquired long time after awakening up (in the daytime) ranking third with the smallest fractal dimension. Fractal estimation might provide a new method to learn the nonlinear dynamics of human gastrointestinal pressure recordings.
机译:使用盒计数法研究了遥测胶囊机器人在正常生理条件下获得的人类结肠压力活动的计算分形维数。分形维数是一个数值,用于量化以衡量信号来自非线性动力学的粗糙度,而不是其幅度或其他线性统计特征。分析了健康受试者在三个典型时期的结肠压力活动。结果表明,使用cumsum方法对活动进行时间积分后,该活动可能是具有非整数分形维数的分形,这是以前从未发现过的。此外,唤醒后不久获得的活动(整合后)是最粗糙的(也是最复杂的)分形维数最大的活动,紧随其后的是睡眠中获得的,唤醒后很长时间获得的活动(白天) )以最小的分形维数排名第三。分形估计可能提供一种新的方法来学习人体胃肠道压力记录的非线性动力学。

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