How to smooth and normalize noisy data

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Felix Obite
Felix Obite 2022년 9월 18일
댓글: Star Strider 2022년 9월 18일
I plotted sumrate against number of iterations but my data is very noisy. I need a smooth PDF, how can I smooth and normalize the attached noisy data. Thanks.
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Felix Obite
Felix Obite 2022년 9월 18일
i need to improve on this, have tried several smoothing function.

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채택된 답변

Star Strider
Star Strider 2022년 9월 18일
I have no idea what result you want.
One option is the filloutliers function (or similar functions) and another is the Signal Processing Toolbox sgolayfilt function to do broadband filtering.
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Star Strider
Star Strider 2022년 9월 18일
It would be interesting to see your sgolayfilt call. I usually use a degree 3 polynomial, begin with a frame length that is about 5% of the length of the vector, and then adjust the framelength until I get the result I want.
There are several smooth functions. I have no idea which one you are referring to.

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추가 답변(1개)

KALYAN ACHARJYA
KALYAN ACHARJYA 2022년 9월 18일
Please check the smoothdata Matlab function
it can smooth the data in number of ways, note that the trade-off between the actual data points and the averaged data points should be within the acceptable level.

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