Student Work

FPGA Based Kalman Filter

Public

Downloadable Content

open in viewer

This project was undertaken to support the WPI Precision Personal Locator (PPL) project by prototyping an FPGA implementation of a Kalman Filter to perform inertial system signal processing. Currently, the Kalman Filter operations are carried out in software on a single core CPU. This project converts the software design into a parallel processsing hardware. A simplified Kalman Filter was designed and implemented within the FPGA and tested with an ADC and DAC which were integrated into the design to support analog signals at the input and output of the system. The successful demonstration of this system shows the viability of using an FPGA based Kalman Filter to perform the signal processing for the PPL system in real time.

  • This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.
Creator
Publisher
Identifier
  • E-project-042512-174736
Advisor
Year
  • 2012
Date created
  • 2012-04-25
Resource type
Major
Rights statement

Relations

In Collection:

Items

Items

Permanent link to this page: https://digital.wpi.edu/show/7p88cj054