-
Notifications
You must be signed in to change notification settings - Fork 128
wt object
rafat edited this page Mar 14, 2015
·
1 revision
wt_object wt_init(wave,method,N,J);
// wave - Wavelet object created using wave_object
// method - Takes char values - "dwt", "swt" and "modwt"
// N - Length of Signal/Time Series
// J - Decomposition Levels
dwt(wt, inp);// Discrete Wavelet Transform (Decimated)
swt(wt, inp);// Stationary Wavelet Transform (Undecimated)
modwt(wt, inp); // Maximal Overlap Discrete Wavelet Transform (Undecimated)
// obj - wt object
// inp - Input Signal / Time series of length N
idwt(wt, dwtop);// Inverse Discrete Wavelet Transform (Decimated)
iswt(wt, dwtop);// Inverse Stationary Wavelet Transform (Undecimated)
imodwt(wt, dwtop); // Inverse Maximal Overlap Discrete Wavelet Transform (Undecimated)
// obj - wt object
// dwtop - Output of length N
wave_object wave; // wavelet object
char method; // "dwt", "swt" or "modwt"
int siglength;// Length of the original signal.
int outlength;// Length of the output DWT vector
int lenlength;// Length of the Output Dimension Vector "length"
int J; // Number of decomposition Levels
int MaxIter;// Maximum Iterations J <= MaxIter
char ext[10];// Type of Extension used - "per" or "sym". Only available for method "dwt". Undecimated transforms use periodic extension only.
char cmethod[10]; // Convolution Method - "direct" or "FFT". Default is "direct". "FFT" not available for method "modwt"
int length[102];// Length Vector
double *output; // DWT Output Vector
Accessing DWT output 1D vector wt->output stores Output of Discrete Wavelet Transform. It stores coefficients in following format:
[A(J) D(J) D(J-1) ..... D(1)]
where A(J) is the approximation coefficient vector at the Jth level while D(n) are the detail coefficient vectors at the nth level. wt->length contains the lengths of corresponding vectors. Last entry of the length vector is the length of the original signal.
setDWTExtension(wt_object wt, char *extension);// works only for dwt. Options "per" and "sym"
setWTConv(wt_object wt, char *cmethod);// Options "direct" and "fft". Not implemented for modwt
wt_summary(wt_object wt);// Print summary
wt_free(wt_object object);// Frees wt object