pyecsca.sca.trace.process module
Provides functions for sample-wise processing of single traces.
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absolute(trace)[source]
Apply absolute value to samples of trace.
- Parameters:
trace (Trace)
- Return type:
Trace
- Returns:
-
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invert(trace)[source]
Invert(negate) the samples of trace.
- Parameters:
trace (Trace)
- Return type:
Trace
- Returns:
-
-
threshold(trace, value)[source]
Map samples of the trace to 1 if they are above value or to 0.
- Parameters:
-
- Return type:
Trace
- Returns:
-
-
rolling_mean(trace, window)[source]
Compute the rolling mean of trace using window.
Shortens the trace by window - 1.
- Parameters:
trace (Trace)
window (int)
- Return type:
Trace
- Returns:
-
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offset(trace, offset)[source]
Offset samples of trace by offset, sample-wise.
Adds offset to all samples.
- Parameters:
-
- Return type:
Trace
- Returns:
-
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recenter(trace)[source]
Subtract the root mean square of the trace from its samples, sample-wise.
- Parameters:
trace (Trace)
- Return type:
Trace
- Returns:
-
-
normalize(trace)[source]
Normalize a trace by subtracting its mean and dividing by its standard deviation.
- Parameters:
trace (Trace)
- Return type:
Trace
- Returns:
-
-
normalize_wl(trace)[source]
Normalize a trace by subtracting its mean and dividing by a multiple (= len(trace)) of its standard deviation.
- Parameters:
trace (Trace)
- Return type:
Trace
- Returns:
-
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transform(trace, min_value=0, max_value=1)[source]
Scale a trace so that its minimum is at min_value and its maximum is at max_value.
- Parameters:
trace (Trace)
min_value (Any)
max_value (Any)
- Return type:
Trace
- Returns:
-
