Signal Filtering
Introduction
• Most of the signals we deal with in real life get
corrupted in some way or another by some
unwanted signals.
• For the purpose of signal processing and
analysis, it is imperative to get rid of these
interferences, or at least reduce their effects.
• This is achieved through applying Signal
Filtering techniques.
What are filters?
• A Filter is an electronic circuit that
removes/attenuates, from a signal, some
unwanted component or feature.
Common used terms
• Cut off frequency : this is the frequency that
define the limits of the filter range.
• Stop band : The range of frequencies that is
filtered out
• Pass band : The range of frequencies which is let
through and recorded
• Transistion band : region that separates the
passband and stopband
Types of filters
Less accuracy
Non-Linear Phase
Adaptive Filters Difficult
Analog filters required at high frequencies
No ADC,DAC or DSP required.
Analog filters
High Accuracy
Linear Phase (FIR Filters)
Flexible, Adaptive Filtering Possible
Easy to Simulate and Design
Requires High Performance ADC,DAC & DSP
Digital Filters
Linear time invariant filters
A class of linear filters whose behavior does not
change over time
Linearity implies that the filter meets the scaling
and superposition properties
Two types
• 1.FIR filter
-Operates only on previous values of the input
• 2.IIR filter
-Operates on previous values of input and output
Filters on the basis of structure
• Direct form
• Cascade form
• Parallel form
Filter Application
• Eliminate background noise
• Radio tuning to a specific frequency
• Direct particular frequencies to different
speakers
• Modify digital images
• Remove specific frequencies in data analysis
• This presentation is created by the Digital signal
processing researcher of SiliconMentor.
SiliconMentor is a leading research organization.
SiliconMentor deals in various domains like
Digital Signal Processing, Image processing,
FPGA, VLSI etc.
• We also assist PhD and M.tech students in their
Projects and thesis work. If you any query feel
free to contact us.
About Us
• Company: SiliconMentor
• Website: http://www.siliconmentor.com/
Thank You

Signal Filtering

  • 1.
  • 2.
    Introduction • Most ofthe signals we deal with in real life get corrupted in some way or another by some unwanted signals. • For the purpose of signal processing and analysis, it is imperative to get rid of these interferences, or at least reduce their effects. • This is achieved through applying Signal Filtering techniques.
  • 3.
    What are filters? •A Filter is an electronic circuit that removes/attenuates, from a signal, some unwanted component or feature.
  • 4.
    Common used terms •Cut off frequency : this is the frequency that define the limits of the filter range. • Stop band : The range of frequencies that is filtered out • Pass band : The range of frequencies which is let through and recorded • Transistion band : region that separates the passband and stopband
  • 5.
    Types of filters Lessaccuracy Non-Linear Phase Adaptive Filters Difficult Analog filters required at high frequencies No ADC,DAC or DSP required. Analog filters
  • 6.
    High Accuracy Linear Phase(FIR Filters) Flexible, Adaptive Filtering Possible Easy to Simulate and Design Requires High Performance ADC,DAC & DSP Digital Filters
  • 7.
    Linear time invariantfilters A class of linear filters whose behavior does not change over time Linearity implies that the filter meets the scaling and superposition properties Two types • 1.FIR filter -Operates only on previous values of the input • 2.IIR filter -Operates on previous values of input and output
  • 8.
    Filters on thebasis of structure • Direct form
  • 9.
  • 10.
  • 11.
    Filter Application • Eliminatebackground noise • Radio tuning to a specific frequency • Direct particular frequencies to different speakers • Modify digital images • Remove specific frequencies in data analysis
  • 12.
    • This presentationis created by the Digital signal processing researcher of SiliconMentor. SiliconMentor is a leading research organization. SiliconMentor deals in various domains like Digital Signal Processing, Image processing, FPGA, VLSI etc. • We also assist PhD and M.tech students in their Projects and thesis work. If you any query feel free to contact us.
  • 13.
    About Us • Company:SiliconMentor • Website: http://www.siliconmentor.com/
  • 14.