BIOPAC® Systems, Inc. Logo

IIR vs. FIR filters

IIR filters

IIR filters are much more efficient than FIR filters, but can introduce linear phase distortions. The IIR filters in BIOPAC hardware are emulated by the software IIR filters.

  • IIR filters can be set up as online calculation channels for real-time digital filtering.
  • IIR filters have a variable Q setting that defines the filter response pattern (but FIR filters do not have a Q component).
    • The optimal Q of an IIR filter is 0.707, with lower values resulting in a flatter response and higher values resulting in a more peaked response.  By definition, any single order bi-quad filter with a Q of 0.707 is a Butterworth filter.
  • The default Q for low pass and high pass IIR filters in AcqKnowledge is 0.707.  The Q for band pass and band stop filters is 5. These values are appropriate for nearly all filter applications.

FIR filters

FIR filters require more computing power than IIR filters. Their filter response can be adjusted so that it is superior to IIR filters (i.e., they can be tweaked to do a better job at attenuating particular frequencies).

  • FIR filters are available only in the software; in AcqKnowledge versions older than 4.4, they cannot be set up as calculation channels and must be applied as transformations once the acquisition is over.
  • Number of coefficients for FIR filters—The following rule of thumb will help to determine the correct number of coefficients to use when setting up an FIR filter: The number of coefficients should be greater than or equal to four times the sampling rate divided by the lowest cutoff frequency specified.  Additional coefficients will improve the response.
    • For example, if running a low pass filter at 1Hz on data sampled at 100Hz, choose at least (4 x 100/1) or 400 coefficients in the filter. Select the “Show Filter Response” option to see the filter response (a graph of attenuation vs. frequency).

For more information on IIR and FIR filters please refer to the AcqKnowledge and BSL PRO manuals.

Page last modified 29Dec2014

Associated Applications

Associated Disciplines

Spotlight On

Eye Tracking Glasses ETV

The ETVision (ETV) wearable unit resembles an eyeglasses frame that can be worn by itself or over the participant’s prescription eyeglasses. It contains miniature “eye cameras” that view each eye and a “scene camera” that views the scene in front of the participant, and a microphone. An optional visor can be mounted to the front […]

View All
Latest News

New Citations | Using Wireless Technology to Support Psych Research

Solving Physical Stress Issues for Surgeons Physical stress in the operating room is common for surgeons, considering how much time they spend in an upright standing position during surgical procedures. With procedures that require standing for several hours and average reported working times of 60-80 hours a week, surgeons seem to be at risk for musculoskeletal […]

New Eye Tracking Glasses Bring Real-world Data to Academic Research

BIOPAC combines eye tracking with mobile data logging and physiology data collection to run experiments in the lab or in the real world BIOPAC Systems, Inc. is pleased to announce new eye tracking integration for researchers who conduct experiments from mobile participants in diverse locations. ETVision (EYE-ETV) eye tracking glasses now integrate with BIOPAC wireless systems and software, […]

Read All
Request a Demonstration
Request a Demonstration