DocumentCode
1557171
Title
What Is a Savitzky-Golay Filter? [Lecture Notes]
Author
Schafer, Ronald W.
Author_Institution
Mobile & Immersive Experience Lab., HP Labs., Palo Alto, CA, USA
Volume
28
Issue
4
fYear
2011
fDate
7/1/2011 12:00:00 AM
Firstpage
111
Lastpage
117
Abstract
This article has attempted to answer the question "What is a Savitky-Golay filter?" in terms that will be familiar to the DSP community and readers of IEEE Signal Processing Magazine. This article reviewed the definition and properties of S-G filters and showed how they can be designed easily using polynomial approximation of an impulse sequence. In contrast to most discussions of S-G filters, they focused on the frequency domain properties, and offered an approximate formula for the 3-dB cutoff frequency as a function of polynomial order N and impulse response half length M. Engineers with a frequency domain mindset may find this useful if they choose to use S-G filters in their application.
Keywords
filtering theory; frequency-domain analysis; polynomial approximation; DSP community; IEEE Signal Processing Magazine; Savitzky-Golay filter; frequency-domain properties; impulse sequence; polynomial approximation; Approximation methods; Cutoff frequency; Filters; Finite impulse response filter; Polynomials; Smoothing methods;
fLanguage
English
Journal_Title
Signal Processing Magazine, IEEE
Publisher
ieee
ISSN
1053-5888
Type
jour
DOI
10.1109/MSP.2011.941097
Filename
5888646
Link To Document