function J=mtfftc(data,tapers,nfft,Fs) % Multi-taper fourier transform - continuous data % % Usage: % J=mtfftc(data,tapers,nfft,Fs) - all arguments required % Input: % data (in form samples x channels/trials or a single vector) % tapers (precalculated tapers from dpss) % nfft (length of padded data) % Fs (sampling frequency) % % Output: % J (fft in form frequency index x taper index x channels/trials) if nargin < 4; error('Need all input arguments'); end; data=change_row_to_column(data); [NC,C]=size(data); % size of data [NK K]=size(tapers); % size of tapers if NK~=NC; error('length of tapers is incompatible with length of data'); end; tapers=tapers(:,:,ones(1,C)); % add channel indices to tapers data=data(:,:,ones(1,K)); % add taper indices to data data=permute(data,[1 3 2]); % reshape data to get dimensions to match those of tapers data_proj=data.*tapers; % product of data with tapers J=fft(data_proj,nfft)/Fs; % fft of projected data