LMD1.2.1 package

A Self-Adaptive Approach for Demodulating Multi-Component Signal

extract_product_function

Extract Product Function

find_extrema

Find Extreme Points

is_monotonous

Monotonicity Check

lmd_shiny

LMD Shiny

lmd

Local Mean Decomposition

local_mean_and_envelope

Local Mean and Envelope

moving_average_smooth

Weighted Moving Average

plot_lmd

LMD Plot

Download source packageRead PDF manual

Local Mean Decomposition is an iterative and self-adaptive approach for demodulating, processing, and analyzing multi-component amplitude modulated and frequency modulated signals. This R package is based on the approach suggested by Smith (2005) <doi:10.1098/rsif.2005.0058> and the 'Python' library 'PyLMD'.

  • Maintainer: Shubhra Prakash
  • License: Apache License (>= 2)
  • Last published: 2025-10-02

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