How to group values in a vector based on certain condition?

3 次查看(过去 30 天)
I have a row vector that has values 1 to 5 that keeps repeating like a cycle as following.
row = [1; 2; 3; 4; 5; 1; 1; 2; 3; 4; 5; 5; 1; 1; 2; 2; 3; 4; 5; 5]
I need to group this data taking 1 and 5 as reference. If the 1 or 5 is occuring more than once consecutively, consider the first 1 and last 5.
Ans =
[1 2 3 4 5 0 0 0;
1 1 2 3 4 5 5 0;
1 1 2 2 3 4 5 5 ]
Any ideas?
Thanks

采纳的回答

Voss
Voss 2022-3-27
If the sub-sequence always starts with a 1 and ends with a 5, you could do this:
row = [1; 2; 3; 4; 5; 1; 1; 2; 3; 4; 5; 5; 1; 1; 2; 2; 3; 4; 5; 5];
start_val = 1;
end_val = 5;
cycle_end_idx = [0; find(diff(row) == start_val-end_val); numel(row)]
cycle_end_idx = 4×1
0 5 12 20
n_cycles = numel(cycle_end_idx)-1;
cycle_length = diff(cycle_end_idx);
M = zeros(n_cycles,max(cycle_length));
for ii = 1:n_cycles
M(ii,1:cycle_length(ii)) = row(cycle_end_idx(ii)+1:cycle_end_idx(ii+1));
end
disp(M);
1 2 3 4 5 0 0 0 1 1 2 3 4 5 5 0 1 1 2 2 3 4 5 5
Ultimately, however, you may find that it's better to store those sub-sequences in a cell array rather than a matrix with extra zeros:
C = cell(1,n_cycles);
for ii = 1:n_cycles
C{ii} = row(cycle_end_idx(ii)+1:cycle_end_idx(ii+1)).';
end
format compact
celldisp(C);
C{1} = 1 2 3 4 5 C{2} = 1 1 2 3 4 5 5 C{3} = 1 1 2 2 3 4 5 5
  6 个评论
HARINI R
HARINI R 2022-5-2
Assuming its a sequence of non decreasing cycle starting from 0 and ending with 5,
but each cycle has different length...like the following:
row = [0;1;1;2;2;3;4;5;0;1;2;3;4;5;5;0;1;1;2;4;5;0;1;2;3;4;5]
after executing the above code, the output will be,
M =
0 1 1 2 2 3 4 5
0 1 2 3 4 5 5 0
0 1 1 2 4 5 0 0
0 1 2 3 4 5 0 0
But, Instead of padding the last missing column with zeros, how can i expand or shrink the cycle to my desired number of samples (for eg: 6) per cycle, so that i always have six columns no matter how big or small the cycle length is.
Thanks.
Voss
Voss 2022-5-2
What should be the output for row = [0;1;1;2;2;3;4;5;0;1;2;3;4;5;5;0;1;1;2;4;5;0;1;2;3;4;5] with imposed cycle length (i.e., desired number of columns in output matrix) of 5?

请先登录,再进行评论。

更多回答(0 个)

类别

Help CenterFile Exchange 中查找有关 Measurements and Feature Extraction 的更多信息

产品


版本

R2020a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by