Results 1 to 10 of about 3,634,675 (142)

Multivariate improved weighted multi-scale permutation entropy and its application on EEG data [PDF]

open access: yes, 2017
This paper introduces an entropy based method that measures complexity in non-stationary multivariate signals. This method, called Mutivariate Improved Weighted Multiscale Permutation Entropy (mvIWMPE), has two main advantages: (i) it shows lower ...
N. Jrad   +15 more
core   +2 more sources

Permutation Entropy for the Characterisation of Brain Activity Recorded with Magnetoencephalograms in Healthy Ageing [PDF]

open access: yes, 2019
The characterisation of healthy ageing of the brain could help create a fingerprint of normal ageing that might assist in the early diagnosis of neurodegenerative conditions. This study examined changes in resting state MEG permutation entropy due to age
Shumbayawonda, Elizabeth   +3 more
core   +2 more sources

Novel QRS Detection Based on the Adaptive Improved Permutation Entropy

open access: yes, 2022
we propose a novel QRS detection algorithm based on a new Permutation Entropy (PE) method that we developed and referred to as the Adaptive Improved Permutation Entropy (AIPE) method. The parameters of the AIPE method are determined based on the specific
Hung Cao (9078581)   +4 more
core   +1 more source

Improved method for detecting weak abrupt information based on permutation entropy [PDF]

open access: yes, 2017
As a dynamic detecting method for abrupt information, permutation entropy could effectively reflect the subtle change in time series data, which is also simple and can be computed conveniently.
Yongjun Shen   +3 more
core   +1 more source

Gear compound fault detection method based on improved multiscale permutation entropy and local mean decomposition [PDF]

open access: yes, 2021
The traditional multiscale entropy algorithm shows inconsistency because some points are ignored when the signal is coarsened. To solve this problem, this paper proposes an improved multiscale permutation entropy (IMSPE).
Qinge Dai   +5 more
core   +1 more source

Maximum entropy variable permutation importance.

open access: yes, 2021
Maximum entropy variable permutation importance.
Thomas R. Unnasch (7444841)   +3 more
core   +1 more source

Research on the Threshold Determination Method of the Duffing Chaotic System Based on Improved Permutation Entropy and Poincaré Mapping

open access: yes, 2023
The transition from a chaotic to a periodic state in the Duffing chaotic oscillator detection system is crucial in detecting weak signals. However, accurately determining the critical threshold for this transition remains a challenging problem ...
Yaan Li, Jing Zhou, Mingzhou Wang
core   +1 more source

Coded Permutation Entropy: A Measure for Dynamical Changes Based on the Secondary Partitioning of Amplitude Information

open access: yes, 2020
An improved permutation entropy (PE) algorithm named coded permutation entropy (CPE) is proposed in this paper to optimize the problems existing in PE based on the secondary partitioning. The principle of CPE algorithm is given, and the performance of it
Huan Kang   +2 more
core   +1 more source

The Method for Determining Optimal Analysis Length of Vibration Data Based on Improved Multiscale Permutation Entropy

open access: yes, 2021
Research on damage diagnosis or safety monitoring based on structural vibration response is one of the hot issues in the engineering field. The characteristic information of the structure is obtained by analyzing the structure response data.
Yang Li   +4 more
core   +1 more source

A New Kind of Permutation Entropy Used to Classify Sleep Stages from Invisible EEG Microstructure [PDF]

open access: yes, 2017
Permutation entropy and order patterns in an EEG signal have been applied by several authors to study sleep, anesthesia, and epileptic absences. Here, we discuss a new version of permutation entropy, which is interpreted as distance to white noise.
Bandt, Christoph, Christoph Bandt
core   +1 more source

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