Files
imdd_silas/Functions/Metrics/calc_std.m
2025-04-16 09:51:15 +02:00

68 lines
1.8 KiB
Matlab

function [std_total,std_lvl] = calc_std(test_signal,reference_signal,options)
arguments(Input)
test_signal;
reference_signal;
options.skip_front = 0;
options.skip_end = 0;
options.returnErrorLocation = 0;
end
options.skip_end = abs(options.skip_end);
options.skip_front = abs(options.skip_front);
assert((options.skip_end+options.skip_front)<length(test_signal),"You can not skip more bits than overall length of data! Set skip_front or skip_end to lower value or check data_in");
if isa(reference_signal,'Signal')
reference_signal = reference_signal.signal;
end
if isa(test_signal,'Signal')
test_signal = test_signal.signal;
end
% TRIM
[test_signal,reference_signal]=trimseq(test_signal,reference_signal,options.skip_front,options.skip_end);
% CALC EVM
[std_total,std_lvl] = calc_std_(test_signal,reference_signal);
function [std_total,std_lvl] = calc_std_(test_signal,reference_signal)
assert(length(test_signal) == length(reference_signal),"Sequence length does not match");
error_vector = (test_signal-reference_signal);
%%% Overall EVM
std_total = std(test_signal);
test_signal = test_signal ./ rms(test_signal);
try
%%% Per Level EVM
k = unique(reference_signal);
for lvl = 1:length(k)
% lvl_errors = error_vector(reference_signal==k(lvl));
std_lvl(lvl) = std(test_signal(reference_signal==k(lvl)));
end
catch
std_lvl = NaN;
warning('No EVM per level calculated')
end
end
function [data_,reference_] = trimseq(data,reference,skipstart,skip_end)
data_ = data(skipstart+1:end-skip_end,:);
delta_bits = length(reference) - length(data);
skip_end = delta_bits + skip_end;
reference_ = reference(skipstart+1:end-skip_end,:);
end
end