how to 7004829X1 into 5000X1 blocks?

You can use blockproc() if you have the Image Processing Toolbox to process those blocks with jumps of whatever you want and a window size of whatever you want. For example a window size of 1400 but the window jumps 1390 each time, instead of 1400, so that you have an overlap of 10 in each window. See attached example and adapt as needed.

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Image Analyst 2018-12-19

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Why do you need to save them? Is there some reason you need them after the loop exits? Why can't you just process them right there in the loop?

If for some reason you need the blocks later, after the loop is done, then you can save them to a cell array. You could save them to a 2-D numerical array but since the last block is only 3859 elements long, you can't do that (unless you wanted to pad the rest with some number).

thisBlock{k} = data(index1:index2);

Cem SARIKAYA 2018-12-20

thank you very much you correct my perspective. I appreciate.

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Answer 2

Mark Sherstan 2018-12-19

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https://ww2.mathworks.cn/matlabcentral/answers/436560-how-to-7004829x1-into-5000x1-blocks#answer_353172

编辑：Mark Sherstan 2018-12-19

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Try this (you will have to adjust for your larger vector) but should do the trick:

A = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15];
count = 1;
for ii = 3:3:length(A)-3
    idxLow = ii-2;
    idxHigh = ii+2;
    out{count} = A(idxLow:idxHigh)';
    
    count = count + 1;
end

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Mark Sherstan 2018-12-19

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Sorry I missed a counter. Correction was made in the original post and located below for your convenience.

A = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15];
count = 1;
for ii = 3:3:length(A)-3
    idxLow = ii-2;
    idxHigh = ii+2;
    out{count} = A(idxLow:idxHigh)';
    
    count = count + 1;
end

out =
  1×4 cell array
    {5×1 double}    {5×1 double}    {5×1 double}    {5×1 double}

Cem SARIKAYA 2018-12-19

thank you very much but, how can I change it to 5000 values

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Answer 3

TADA 2018-12-19

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编辑：TADA 2018-12-19

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You can either generate a matrix with each column representing one 1400 part vector as you specified, or generate a cell array, with each cell containing that vector.

a = (1:15)';
% generate a matrix of 5x3
b = reshape(a, [5,3])
b =
     1     6    11
     2     7    12
     3     8    13
     4     9    14
     5    10    15
% generate a cell array of 3 cells with 5x1 vector in each cell
c = mat2cell(a, repmat(5, 1, 3), 1);
celldisp(c);
c{1} =
 
     1
     2
     3
     4
     5
 
 
c{2} =
 
     6
     7
     8
     9
    10
 
 
c{3} =
 
    11
    12
    13
    14
    15
    

as for the large vector you have:

a = (1:7000000)';
b = reshape(a, [1400, 5000]);
c = mat2cell(a, repmat(1400, 1, 5000), 1);

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Image Analyst 2018-12-19

That's an example of overlap of 1. You can use blockproc() if you have the Image Processing Toolbox to process those blocks with jumps of whatever you want and a window size of whatever you want. For example a window size of 1400 but the window jumps 1390 each time, instead of 1400 so that you have an overlap of 10 in each window. See attached example in my Answer.

TADA 2018-12-19

编辑：TADA 2018-12-19

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Thanks Image Analyst for pointing out my mistake.

Here's the rectified version:

% input
a = (1:13);
% settings
overlap = 2;
n = 5;
% generate the indices of column starts
i = 1:(n-overlap):(length(a)-n);
% generate the output matrix
x = bsxfun(@plus, i, (0:(n-1))');
x =
     1     4     7
     2     5     8
     3     6     9
     4     7    10
     5     8    11