23. Slope Filtering: An FIR Approach to Linear Regression

  1. Richard G. Lyons
  1. Clay S. Turner

Published Online: 11 JUN 2012

DOI: 10.1002/9781118316948.ch23

Streamlining Digital Signal Processing: A Tricks of the Trade Guidebook, Second Edition

Streamlining Digital Signal Processing: A Tricks of the Trade Guidebook, Second Edition

How to Cite

Turner, C. S. (2012) Slope Filtering: An FIR Approach to Linear Regression, in Streamlining Digital Signal Processing: A Tricks of the Trade Guidebook, Second Edition (ed R. G. Lyons), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118316948.ch23

Editor Information

  1. Besser Associates, Mountain View, California, USA

Author Information

  1. Pace-O-Matic, Inc., Atlanta, Georgia

Publication History

  1. Published Online: 11 JUN 2012
  2. Published Print: 22 JUN 2012

ISBN Information

Print ISBN: 9781118278383

Online ISBN: 9781118316948

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Keywords:

  • slope filtering, FIR approach in linear regression;
  • slope filtering in communications receiver carrier recovery;
  • regression formula and communications receiver problem;
  • unwrapping error function's phase, and error function linearity;
  • time-domain filtering, signal transition and polarity detection

Summary

This chapter contains sections titled:

  • Motivation for Slope Filtering

  • Linear Regression

  • Application: Receiver Carrier Recovery

  • Application: Signal Rate of Change Estimation

  • Application: Signal Transition Detection

  • Application: Signal Transition-Polarity Detection

  • Conclusions

  • References

  • Editor Comments