• 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