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Radar Waveform Recognition based on Deep Residual Network
2019 IEEE 8th Joint International Information Technology and Artificial Intelligence Conference (ITAIC), 2019This article presents our initial results in deep learning for the complex multiple radar waveforms recognition. The method is composed of time-frequency analysis and deep residual network (ResNet). Firstly, we transform one-dimensional radar signals into two-dimensional time-frequency images (TFIs), which can reveal more characteristics of the signals.
Xin Qin +3 more
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Recognition of Waveforms Using Autoregressive Feature Extraction
IEEE Transactions on Computers, 1977It is proposed that the autoregressive coefficients (as computed from the estimated autocorrelation function) in an autoregressive spectral estimation scheme may be used for feature extraction purposes. An example is presented where such extractors are used to describe seismic wave traces originating from shallow earthquakes and underground nuclear ...
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Sensitivity of Diagnostic Classification to Variations in Waveform Recognition
2015SCOPUS: NotDefined.j ; info:eu-repo/semantics ...
Lanckriet, J. +2 more
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Automatic Vibration Waveform Recognition Using Convolutional Neural Network
2020A rapid verification model of intrusion signals in the vibration monitoring system can be used to improve the speed and accuracy of vibration identification and microseism research. Existing waveform recognition methods rely on preprocessing the waveform signal such as clipping and aligning.
Wei Ding +3 more
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Working Group B: Waveform and Speech Recognition
1988Waveform Recognition is usually known as the task of giving certain type of interpretations to a (set of) unidimensional signal(s) which, without loss of generality, will be assumed to be defined in the time domain.
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Dual-Waveform Emotion Recognition Model for Conversations
2021 IEEE International Conference on Multimedia and Expo (ICME), 2021Jiayi Zhang +3 more
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Accurate LPI Radar Waveform Recognition With CWD-TFA for Deep Convolutional Network
IEEE Wireless Communications Letters, 2021Thien Huynh-The +2 more
exaly
Template waveform recognition applied to analysis
Computers and Biomedical Research, 1973J.H. van Bemmel +3 more
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