diff --git a/Signal_prep.py b/Signal_prep.py index 4c7dc7a..41c269c 100644 --- a/Signal_prep.py +++ b/Signal_prep.py @@ -10,6 +10,7 @@ import Handle_emg_data as Handler SAMPLE_RATE = 200 +# Loads the data from the csv files into a storing system in an CSV_handler object def load_user_emg_data(): # CSV data from subject 1 @@ -99,7 +100,6 @@ def load_user_emg_data(): return csv_handler.data_container_dict - # Takes in a df and outputs np arrays for x and y values def get_xory_from_df(x_or_y, df:DataFrame): swither = { @@ -137,7 +137,7 @@ def sure_threshold_filter(cA, cD): cD_filt = cD return cA_filt, cD_filt -# soft filtering of wavelet trans with 0.25 lower percent +# soft filtering of wavelet trans with the 40% lowest removed def soft_threshold_filter(cA, cD): cA_filt = pywt.threshold(cA, 0.4 * cA.max()) cD_filt = cD