Skip to content

Latest commit

 

History

History
27 lines (20 loc) · 2.85 KB

README.md

File metadata and controls

27 lines (20 loc) · 2.85 KB

simple-DWT

a simple C library for DWT and IDWT mainly for micros. pretty compatible with pywt

needed work buffer size is determined at compile time based on your decomposition level requirements

use pywt to export your filters

todos

vector multiplication and copy

usage

static float32_t coif4HighFilter[] = { -0.000892313902537003, -0.001629492425226786, 0.007346167936268051, 0.01606894713157503, -0.02668230466960483, -0.08126671024919373, 0.05607731960356926, 0.41530842700068227, -0.7822389344242826, 0.43438603311435653, 0.06662747236681717, -0.09622042453595264, -0.03933442260558915, 0.02508225333794961, 0.015211728187697211, -0.0056582838001308835, -0.0037514346971460866, 0.0012665610789256603, 0.0005890202246332165, -0.0002599743371222568, -6.233885431278719e-05, 3.1229861599195265e-05, 3.259647940030751e-06, -1.7849909144933469e-06 };
static float32_t coif4LowFilter[] = { -1.7849909144933469e-06, -3.259647940030751e-06, 3.1229861599195265e-05, 6.233885431278719e-05, -0.0002599743371222568, -0.0005890202246332165, 0.0012665610789256603, 0.0037514346971460866, -0.0056582838001308835, -0.015211728187697211, 0.02508225333794961, 0.03933442260558915, -0.09622042453595264, -0.06662747236681717, 0.43438603311435653, 0.7822389344242826, 0.41530842700068227, -0.05607731960356926, -0.08126671024919373, 0.02668230466960483, 0.01606894713157503, -0.007346167936268051, -0.001629492425226786, 0.000892313902537003 };

DWT_ctx dwtctx;
DWT_Out dwtOut;
static float indata[128] = { 2603.14,1934.47,1480.34,1738.37,2807.33,4263.94,5402.56,5673.5,5034.78,3951.12,3054.67,2801.37,2333.8,2781.86,2363.62,1562.36,869.446,877.83,1821.63,3358.14,4755.37,5329.68,4886.09,3816.41,3857.36,2568.9,2405.47,2574.94,2355.6,1636.5,809.348,511.893,1157.88,2597.08,4169.32,5085.05,4915.54,4096.61,3310.8,1709.39,1497.56,1615.17,1511.31,881.755,-46.7874,-648.383,-349.094,913.504,2594.49,3859.63,3980.62,4670.51,2089.39,1179.55,974.483,1283.34,1530.69,1242.81,450.049,-298.968,-318.741,693.306,2393.55,1206.89,2899.81,4188.17,2921.03,1626.91,920.753,888.224,1102.16,1006.66,385.256,-437.531,-810.675,-240.609,-956.958,245.228,4001.11,3991.55,2998.86,1681.27,756.961,523.118,703.526,730.304,239.318,-604.869,-1201.88,-1733.77,-1698.86,1901.88,3183.35,3439.12,2621.25,1278.55,166.01,-271.105,-158.344,-24.0203,-328.285,-1065.52,-773.645,-1569.66,-696.557,917.57,2358.86,2893.06,2316.13,1072.63,-67.7551,-543.069,-362.24,-32.3427,-120.572,-773.645,-1569.66,-1810.53,-1041.77,567.938,2300.26,3307.71,3139.2,2026.2,694.501,-137.526,-226.133,0 };
#define SAMPLESIZE 128
#define FILTERSIZE 24
#define DECLEVELS 4
float dwtbuffer[DWTBUFSIZE_4(SAMPLESIZE, FILTERSIZE)] = { 0 };
DWT_Init(&dwtctx,sizeof(coif4HighFilter) / sizeof(float), coif4HighFilter, coif4LowFilter, DWT_PADDING_SYMMETRIC, 4, dwtbuffer, DWTBUFSIZE_4(SAMPLESIZE, FILTERSIZE), SAMPLESIZE);
DWT_Decomposition(&dwtctx, indata, SAMPLESIZE, &dwtOut);