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字母短时记忆下正常成年人40hzERP非线性动力学参数的比较
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作者 杨田 朱晓峰 《黑龙江医药科学》 2017年第1期80-81,84,共3页
目的:比较分析不同程度认知负荷字母短时记忆下正常成年人40hz脑电信号的变化,以初步了解认知负荷对大脑40hzERP信号的影响,初步探讨字母短时记忆刺激事件及其负荷程度对40hzERP研究的量化性,初步评价在该刺激事件下非线性动力学参数的... 目的:比较分析不同程度认知负荷字母短时记忆下正常成年人40hz脑电信号的变化,以初步了解认知负荷对大脑40hzERP信号的影响,初步探讨字母短时记忆刺激事件及其负荷程度对40hzERP研究的量化性,初步评价在该刺激事件下非线性动力学参数的实用性。方法:选取正常成年人50例,给予不同认知负荷字母短时记忆刺激,采集脑电信号并用非线性动力学参数常用指标进行数据处理分析。结果:1正常成年人在不同认知负荷字母短时记忆刺激下,大脑各导联非线性动力学参数均有显著变化,并具有统计学意义(P<0.05);2正常成年人在认知活动中的非线性动力学参数值高于安静状态下,在安静睁眼和闭眼状态下无明显高频信号的出现,数据处理未求得非线性动力学参数。结论:1字母短时记忆重复再认可以作为诱导大脑高频信号的适宜刺激事件;2非线性动力学参数关联维数、复杂度及近似熵可以作为大脑高级神经认知活动的检测指标。 展开更多
关键词 字母短时记忆 认知负荷 40hzERP 非线性动力学参数
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结合ITD与非线性分析的通信辐射源个体识别方法 被引量:15
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作者 任东方 张涛 韩洁 《信号处理》 CSCD 北大核心 2018年第3期331-339,共9页
信号细微特征提取是通信辐射源个体识别技术的关键。考虑到实测辐射源信号具有非线性、非平稳的特点,通过对信号时间序列复杂度的分析,提取一些非线性动力学参数作为指纹特征,进行辐射源个体识别。首先利用固有时间尺度分解(ITD)算法,... 信号细微特征提取是通信辐射源个体识别技术的关键。考虑到实测辐射源信号具有非线性、非平稳的特点,通过对信号时间序列复杂度的分析,提取一些非线性动力学参数作为指纹特征,进行辐射源个体识别。首先利用固有时间尺度分解(ITD)算法,对原始信号进行分解,利用相关系数选出若干合适的信号分量;之后提取每层信号分量的排列熵,近似熵以及样本熵组成特征向量,并通过实验优化相关参数的选择,最后采用支持向量机(SVM)对信号进行分类识别。利用实测舰船信号进行细微特征提取及分类实验,与一些细微特征提取方法对比,在信号种类增加时,本方法识别性能更优,证明了多尺度分析提取非线性参数的有效性。 展开更多
关键词 通信辐射源个体识别 固有时间尺度分解 细微特征提取 非线性动力学参数
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Nonlinear characteristics of induced spontaneous combustion process of sulfide ores 被引量:2
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作者 潘伟 吴超 +2 位作者 李孜军 石英 杨月平 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第12期3284-3292,共9页
To investigate the relationship between nonlinear parameters and spontaneous combustion tendency of sulfide ores, nine different sulfide ore samples were taken from a pyrite mine in China, and induced spontaneous comb... To investigate the relationship between nonlinear parameters and spontaneous combustion tendency of sulfide ores, nine different sulfide ore samples were taken from a pyrite mine in China, and induced spontaneous combustion experiment was carried out in the laboratory. Different stages of the induced spontaneous combustion process were studied by integrating wavelet technology and nonlinear dynamics theory. The results show that ignition points of all the ore samples are above 330 ℃, indicating that sulfide ores of the pyrite mine are difficult to combust spontaneously under normal mining conditions. Spontaneous combustion process includes three stages: incubation stage, development stage and approaching stage. The average temperature rising rate of the three stages are 1.0 ~C/min, 2.0 ~C/min and 4.2 ~C/min, respectively. During the spontaneous combustion process, mean values of approximate entropy and correlation dimension increase at first, and then decrease in the following stage. The mean value of the maximum Lyapunov exponent increases with the passage of reaction time. In a whole, correlation among the three nonlinear parameters firstly weakens, then enhances, and the best correlation period is at approaching stage. As ignition point increases, the maximum Lyapunov exponent of approaching stage decreases. Therefore, combustible tendency of sulfide ores could be qualitatively evaluated based on the maximum Lyapunov exponent of this stage. 展开更多
关键词 sulfide ores induced spontaneous combustion nonlinear parameters ignition point maximum Lyapunov exponent
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Multi-pulse homoclinic orbits and chaotic dynamics of a parametrically excited nonlinear nano-oscillator with coupled cubic nonlinearities
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作者 ZHANG Wei HUANG YuTong YAO MingHui 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2014年第6期1098-1110,共13页
In this paper,the complicated dynamics and multi-pulse homoclinic orbits of a two-degree-of-freedom parametrically excited nonlinear nano-oscillator with coupled cubic nonlinearities are studied.The damping,parametric... In this paper,the complicated dynamics and multi-pulse homoclinic orbits of a two-degree-of-freedom parametrically excited nonlinear nano-oscillator with coupled cubic nonlinearities are studied.The damping,parametrical excitation and the nonlinearities are regarded as weak.The averaged equation depicting the fast and slow dynamics is derived through the method of multiple scales.The dynamics near the resonance band is revealed by doing a singular perturbation analysis and combining the extended Melnikov method.We are able to determine the criterion for the existence of the multi-pulse homoclinic orbits which can form the Shilnikov orbits and give rise to chaos.At last,numerical results are also given to illustrate the nonlinear behaviors and chaotic motions in the nonlinear nano-oscillator. 展开更多
关键词 nonlinear nano-oscillator extended Melnikov method multi-pulse homoclinic orbit chaotic dynamics
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