modwt_time_scales

Function modwt_time_scales 

Source
pub fn modwt_time_scales(
    signal_length: usize,
    filter_length: usize,
) -> Vec<(usize, usize, usize)>
Expand description

Calculate time scales accessible at each MODWT decomposition level

Returns the approximate time scale (in samples) that each decomposition level represents. This is useful for understanding what time scales can be analyzed with a given signal length and wavelet.

ยงExample

use iron_wave::transform::modwt::modwt_time_scales;

// For a signal sampled at 1 minute intervals
let scales = modwt_time_scales(1440, 4); // 1 day = 1440 minutes, DB2 filter
assert_eq!(scales.len(), 8); // Can decompose into 8 levels
assert_eq!(scales[0], (1, 2, 4));   // Level 1: 2-4 minutes
assert_eq!(scales[1], (2, 4, 8));   // Level 2: 4-8 minutes
assert_eq!(scales[2], (3, 8, 16));  // Level 3: 8-16 minutes
assert_eq!(scales[3], (4, 16, 32)); // Level 4: 16-32 minutes