DSTIII Discrete sine transform type III Usage: c=dstiii(f); c=dstiii(f,L); c=dstiii(f,[],dim); c=dstiii(f,L,dim); DSTIII(f) computes the discrete sine transform of type III of the input signal f. If f is multi-dimensional, the transformation is applied along the first non-singleton dimension. DSTIII(f,L) zero-pads or truncates f to length L before doing the transformation. DSTIII(f,[],dim) or DSTIII(f,L,dim) applies the transformation along dimension dim. The transform is real (output is real if input is real) and orthonormal. This is the inverse of DSTII. Let f be a signal of length L, let c=DSTIII(f) and define the vector w of length L by w = [1 1 1 1 ... 1/sqrt(2)] Then L-1 c(n+1) = sqrt(2/L) * sum w(m+1)*f(m+1)*sin(pi*(n+.5)*m/L) m=0 Examples: --------- The following figures show the first 4 basis functions of the DSTIII of length 20: % The dstii is the adjoint of dstiii. F=dstii(eye(20)); for ii=1:4 subplot(4,1,ii); stem(F(:,ii)); end; References: K. Rao and P. Yip. Discrete Cosine Transform, Algorithms, Advantages, Applications. Academic Press, 1990. M. V. Wickerhauser. Adapted wavelet analysis from theory to software. Wellesley-Cambridge Press, Wellesley, MA, 1994.
Url: http://ltfat.github.io/doc/fourier/dstiii.html
See also: dctii, dstii, dstiv.
Package: ltfat