function [Bisp, freq] = sBistemp(x, y, z, minfreq, maxfreq, samplingrate, freqsamplingrate, T) % Bistemp calculates the bicoherence between three signals x, y, and z % within a given time window T, using the S_transform. % The bicoherence is calculated for frequencies between minfreq and maxfreq, % with a sampling rate of freqsamplingrate. % The sampling rate of the signals is given by samplingrate. % The output Bisp is the bicoherence matrix and freq is the frequency vector. tmin = T(1); tmax = T(end); % Calculate the S_transform for x and y [stx,t,freq] = st(x, minfreq, maxfreq, samplingrate, freqsamplingrate); if isequal(x, y) % if x and y are the same signal, reuse the stx matrix sty = stx; else % otherwise, calculate the S_transform for y [sty,~,~] = st(y, minfreq, maxfreq, samplingrate, freqsamplingrate); end % Calculate the S_transform for z [stz,~,~] = st(z, minfreq, maxfreq, samplingrate, freqsamplingrate); % Find the indices of the time window in the S_transform matrices i1 = max(floor(tmin*freqsamplingrate), 1); i2 = min(floor(tmax*freqsamplingrate), length(freq)); % Cut the S_transform matrices to the appropriate time window stx = stx(:, i1:i2); sty = sty(:, i1:i2); stz = stz(:, i1:i2); nf = length(freq); Bisp = zeros(nf, nf); for i = 1:nf f1 = freq(i); start = 1; if isequal(x, y) start = i; end for j = start:nf f2 = freq(j); f3 = f1 + f2; idx3 = find(freq >= f3, 1); if (idx3 <= nf)&(freq(idx3) > freq(max(i,j))) Bisp(i, j) = mean(stx(i,:) .* sty(j,:) .* conj(stz(idx3,:))); end end end end指出这个脚本的不足
时间: 2024-04-05 07:34:19 浏览: 64
1. 缺少注释:这个脚本中没有注释,不利于他人理解代码的含义和实现思路。
2. 变量命名不够清晰:变量命名可以更加清晰明了,例如:stx可以改为st_x,sty可以改为st_y等等,这样有利于代码的可读性。
3. 鲁棒性不够强:脚本中没有对输入参数进行有效性检查,例如输入的时间窗口T是否正确,输入的信号长度是否满足计算需要等等。
4. 循环效率低下:脚本中使用了两层for循环嵌套,这样的效率比较低下,可以尝试使用矩阵运算来提高循环效率。
5. 不够灵活:这个脚本只能计算三个信号的双谱,不能扩展到更多的信号。同时,也不能计算其他的统计量,例如三维双谱、四维双谱等等。
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