Round sample values in physical-to-digital conversion#419
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tompollard merged 3 commits intomainfrom Sep 13, 2022
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September 1, 2022 14:42
The variable e_p_signal is not defined here; self.e_p_signal is what was intended.
When converting physical to digital values, the input values are
floating-point and therefore may have rounding errors. We want to
round each value to the nearest integer before calling istype, in
order to avoid adding a bias towards zero.
This applies to adc in all four modes: expanded and not expanded,
in-place and not-in-place.
("In-place" here means both that we can overwrite the original
floating-point arrays, and that the record attributes will be updated
afterwards. In "not-in-place" mode, we are operating on copies of the
original arrays.)
When converting physical to digital values, the input values are floating-point and therefore may have rounding errors. We want to ensure that the package rounds each value to the nearest integer, in order to avoid adding a bias towards zero. This test case tests all four code paths in Record.adc, and also checks that the high-level wfdb.wrsamp function works correctly for a round trip from physical to digital to physical. Note that wrsamp currently doesn't support expanded/multi-frequency data, so that is not tested.
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When converting physical (floating-point) values to digital (integer) values, we generally want to round to the nearest integer, not truncate towards zero.
(Translating floating-point data to integers is more complicated than you'd think, but we should try to avoid creating new sources of errors.)
One example:
(we would of course expect these arrays to be equal.)
This fixes issue #418.
edit: I am not good at copy and paste