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Study of brain dynamics under mobile phone radiation using various fractal dimension methods

机译:使用各种分形维数方法研究手机辐射下的大脑动力学

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The electroencephalogram (EEG) is a record of the oscillations of brain electric potentials. The EEG provides a convenient window on the mind, revealing synaptic action that strongly co-relate with brain state. Fractal dimension, measure of signal complexity can be used to characterize the physiological conditions of the brain. As the EEG signal is non linear, non stationary and noisy, non linear methods will be suitable for the analysis. In this paper various methods of fractal dimension analysis especially Higuichi's fractal method, Katz, and k-NN algorithms were applied to find the fractal dimension of EEG. The main attraction of fractal geometry stems from its ability to describe the irregular shape of natural features as well as other complex objects that traditional Euclidean geometry fails to analyse‥ EEGs of 5 volunteers were recorded at rest and on exposure to radiofrequency (RF) emissions from mobile phones having different SAR values. Mobiles were positioned near the ears and then near the cz position. Fractal dimensions for all conditions are calculated using three algorithms. The result shows that there are some changes in the FD while using mobile phone. The change in FD of the signal varies from person to person. The changes in FD show the variations in EEG signal while using mobile phone, which demonstrate transformation in the activities of brain due to radiation.
机译:脑电图(EEG)记录了脑电势的振荡。脑电图提供了一个方便的思维窗口,揭示了与大脑状态密切相关的突触动作。分形维数,信号复杂度的量度可用于表征大脑的生理状况。由于EEG信号是非线性,非平稳且有噪声的,因此非线性方法适用于分析。本文采用分形维数分析的各种方法,特别是Higuichi的分形方法,Katz和k-NN算法来寻找脑电图的分形维数。分形几何学的主要吸引力在于它能够描述自然特征的不规则形状以及传统的欧几里得几何学无法分析的其他复杂物体的能力。在静止和暴露于来自射频的辐射下,记录了5名志愿者的脑电图SAR值不同的手机。将手机放在耳朵附近,然后放在cz位置附近。使用三种算法计算所有条件下的分形维数。结果表明,使用手机时FD发生了一些变化。信号的FD变化因人而异。 FD的变化表明使用手机时脑电信号的变化,这表明由于辐射导致大脑活动发生了变化。

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