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Description

Processing Time Series Data Using the Matching Pursuit Algorithm.

Provides tools for analysing and decomposing time series data using the Matching Pursuit (MP) algorithm, a greedy signal decomposition technique that represents complex signals as a linear combination of simpler functions (called atoms) selected from a redundant dictionary. For more details see Mallat and Zhang (1993) <doi:10.1109/78.258082>, Pati et al. (1993) <doi:10.1109/ACSSC.1993.342465>, Elad (2010) <doi:10.1007/978-1-4419-7011-4> and Różański (2024) <doi:10.1145/3674832>.

MatchingPursuit

R package for processing time series data using the matching pursuit algorithm.

Metadata

Version

1.0.1

License

Unknown

Platforms (80)

    Darwin
    FreeBSD
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