gnuradio / gr-dpd

Digital Pre-Distortion implementation in GNU Radio
https://grdpd.wordpress.com
GNU General Public License v3.0
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Modifications required to get best fit for Least Squares Fitting used for PA model estimation #11

Open alekhgupta1441 opened 4 years ago

alekhgupta1441 commented 4 years ago

At present, gr-dpd postdistorter produces an estimation for every corresponding value of PA_input and PA_output which it recieves but this can lead to over-fit or under-fit of the coefficients. For avoiding this situation we need to incorporate methods in the current implementation or modify it in a way such that each estimation is performed for atleast several hundred samples of corresponding PA_input and PA_output data to achieve best fitting coefficients estimated for them.