Processing Time Series Data Using the Matching Pursuit Algorithm

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Documentation for package ‘MatchingPursuit’ version 1.2.0

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as_sig Convert a Signal to a 'sig' Object
clear_cache Clear MatchingPursuit Cache
design_filters Design Butterworth filters
eeg_montage Performs bipolar, reference or average EEG montage
empi_check Check whether EMPI is installed
empi_execute Launches the empi program
empi_install Installs the EMPI external program
empi_locate Get required external software localization
gabor_atom Generate a Gabor atom
gabor_projection_fft FFT-based fast computation of inner products between a signal and Gabor atoms
generate_xml_dict Generate an EMPI-compatible Gabor dictionary
mp_core Implements the Classical Matching Pursuit (MP) Algorithm
mp_omp_execute Matching Pursuit (MP) or Orthogonal Matching Pursuit (OMP) decomposition for multi-channel signals
mp_omp_pipeline Run an MP or OMP decomposition pipeline
omp_core Implements Orthogonal Matching Pursuit (OMP) algorithm
plot.edf Plots EEG signals stored in an object of class 'edf'
plot.mp Plots a time-frequency (T-F) map to visualize EMPI decomposition
plot.wfdb The function displays WFDB signals in a layout corresponding to standard paper ECG printouts
read_atom_params Read atom parameters from a SQLite database
read_csv_signals Reads and validates a CSV file structure
read_edf_params Reads a selected EDF or EDF+ file and returns signal parameters
read_edf_signals Reads a selected EDF or EDF+ file and returns signal data
read_empi_db Read EMPI decomposition results from a SQLite database
read_gabor_dict Read a Gabor dictionary from an XML file
read_wfdb_signals Reads WFDB-compatible signal and header files
resample_signal Resample a signal (upsampling or downsampling)
signal_to_bin Convert multichannel signals to binary format
tf_map Creates a time-frequency map using atoms from the Matching Pursuit algorithm
topk_atoms Select best Gabor atoms based on phase-invariant similarity