A GNSS/IMU-based 5-hole pitot tube calibration algorithm

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

An algorithm for calibrating a five-hole Pitot tube in-situ using measurement from a GNSS receiver and IMU is presented. Since GNSS and IMU are standard sensors on most modern aircraft including small UAVs, the algorithm has the promise of simplifying the process of calibrating Pitot tubes by obviating the need for special instrumentation during flight tests. The algorithm is a cascaded, two-stage, batch estimator which uses the ground speed and attitude solution from the fusion of GNSS and an IMU as a reference. A method for the design and analysis of flight test trajectories to yield more accurate calibration results is discussed. The algorithm is validated on the data from the two flight tests, and those tests are conducted using an UltraStick 120 UAV. The mean square error (MSE) of airspeed using the linear method in stage 1 is 0.1278 m/s and 1.0510 m/s for each flight respectively. The error bounds of angle-of-attack and-sideslip in stage 2 are 0.2405 degrees and 0.1476 degrees for Fight Test 1, and 1.3982 degrees and 0.0322 degrees for Flight Test 2 respectively.

Original languageEnglish (US)
Title of host publicationAIAA Scitech 2019 Forum
PublisherAmerican Institute of Aeronautics and Astronautics Inc, AIAA
ISBN (Print)9781624105784
DOIs
StatePublished - Jan 1 2019
EventAIAA Scitech Forum, 2019 - San Diego, United States
Duration: Jan 7 2019Jan 11 2019

Publication series

NameAIAA Scitech 2019 Forum

Conference

ConferenceAIAA Scitech Forum, 2019
CountryUnited States
CitySan Diego
Period1/7/191/11/19

Fingerprint

Calibration
Unmanned aerial vehicles (UAV)
Angle of attack
Mean square error
Fusion reactions
Trajectories
Aircraft
Sensors

Cite this

Sun, K., Regan, C., & Gebre Egziabher, D. (2019). A GNSS/IMU-based 5-hole pitot tube calibration algorithm. In AIAA Scitech 2019 Forum (AIAA Scitech 2019 Forum). American Institute of Aeronautics and Astronautics Inc, AIAA. https://doi.org/10.2514/6.2019-0360

A GNSS/IMU-based 5-hole pitot tube calibration algorithm. / Sun, Kerry; Regan, Chris; Gebre Egziabher, Demoz.

AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, 2019. (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sun, K, Regan, C & Gebre Egziabher, D 2019, A GNSS/IMU-based 5-hole pitot tube calibration algorithm. in AIAA Scitech 2019 Forum. AIAA Scitech 2019 Forum, American Institute of Aeronautics and Astronautics Inc, AIAA, AIAA Scitech Forum, 2019, San Diego, United States, 1/7/19. https://doi.org/10.2514/6.2019-0360
Sun K, Regan C, Gebre Egziabher D. A GNSS/IMU-based 5-hole pitot tube calibration algorithm. In AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA. 2019. (AIAA Scitech 2019 Forum). https://doi.org/10.2514/6.2019-0360
Sun, Kerry ; Regan, Chris ; Gebre Egziabher, Demoz. / A GNSS/IMU-based 5-hole pitot tube calibration algorithm. AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, 2019. (AIAA Scitech 2019 Forum).
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