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Optimising Time-Frequency Distributions: A Surface Metrology Approach [PDF]

open access: yesSensors, 2023
Time-frequency signal processing offers a significant advantage over temporal or frequency-only methods, but representations require optimisation for a given signal. Standard practice includes choosing the appropriate time-frequency distribution and fine-
Damir Malnar, Miroslav Vrankic
doaj   +2 more sources

Method for Automatic Estimation of Instantaneous Frequency and Group Delay in Time–Frequency Distributions with Application in EEG Seizure Signals Analysis [PDF]

open access: yesSensors, 2023
Instantaneous frequency (IF) is commonly used in the analysis of electroencephalogram (EEG) signals to detect oscillatory-type seizures. However, IF cannot be used to analyze seizures that appear as spikes.
Vedran Jurdana   +3 more
doaj   +2 more sources

Information Complexity of Time-Frequency Distributions of Signals in Detection and Classification Problems [PDF]

open access: yesEntropy
The paper considers the problem of detecting and classifying acoustic signals based on information (entropy) criteria. A number of new information features based on time-frequency distributions are proposed, which include the spectrogram and its upgraded
Pavel Lysenko   +3 more
doaj   +2 more sources

New Time-Frequency Distribution [PDF]

open access: yesCircuits, Systems, and Signal Processing, 1995
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Pei, Soo-Chang, Tsai, Er-Jung
openaire   +2 more sources

On positivity of time-frequency distributions [PDF]

open access: yesIEEE Transactions on Acoustics, Speech, and Signal Processing, 1985
Consideration is given to the problem of how to regard the fundamental impossibility with time-frequency energy distributions of Cohen's class always to be nonnegative and, at the same time, to have correct marginal distributions. It is shown that the Wigner distribution is the only member of a large class of bilinear time-frequency distributions that ...
Janssen, A.J.E.M., Claasen, T.A.C.M.
openaire   +2 more sources

A New Insight into Entropy Based on the Fuzzy Operators, Applied to Useful Information Extraction from Noisy Time-Frequency Distributions

open access: yesMathematics, 2023
In this paper, we study the connections between generalized mean operators and entropies, where the mean value operators are related to the strictly monotone logical operators of fuzzy theory. Here, we propose a new entropy measure based on the family of
József Dombi   +2 more
doaj   +1 more source

Rule-Based EEG Classifier Utilizing Local Entropy of Time–Frequency Distributions

open access: yesMathematics, 2021
Electroencephalogram (EEG) signals are known to contain signatures of stimuli that induce brain activities. However, detecting these signatures to classify captured EEG waveforms is one of the most challenging tasks of EEG analysis. This paper proposes a
Jonatan Lerga   +3 more
doaj   +1 more source

Power Quality Analysis Using Bilinear Time-Frequency Distributions

open access: yesEURASIP Journal on Advances in Signal Processing, 2010
Bilinear time-frequency distributions (TFDs) are powerful techniques that offer good time and frequency resolution of time-frequency representation (TFR).
Sha'ameri AhmadZuri   +1 more
doaj   +2 more sources

Robust Time-Frequency Distributions with Complex-Lag Argument

open access: yesEURASIP Journal on Advances in Signal Processing, 2010
The robust time-frequency distributions with complex-lag argument are proposed. They can provide an accurate estimation of fast varying instantaneous frequency in the presence of noise with heavy-tailed probability density function.
Žarić Nikola   +2 more
doaj   +2 more sources

Time-Frequency distributions of heart sound signals: A Comparative study using convolutional neural networks

open access: yesBiomedical Engineering Advances, 2023
Time-Frequency Distributions (TFDs) support the heart sound characterisation and classification in early cardiac screening. However, despite the frequent use of TFDs in signal analysis, no comprehensive study has been conducted to compare their ...
Xinqi Bao   +6 more
doaj   +1 more source

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