TY - GEN
T1 - Quadcopter Attitude Estimation using Multiple Ultrasonic Rangefinders and Rate Gyroscopes
AU - Rhudy, Matthew
AU - Longenberger, Mark
N1 - Publisher Copyright:
© 2024, American Institute of Aeronautics and Astronautics Inc, AIAA. All rights reserved.
PY - 2024
Y1 - 2024
N2 - To maintain stable flight, quadcopters require data output from sensors to be able to accurately determine flight states. Traditionally, quadcopters utilized data provided from Global Positioning System to rectify errors associated with integrating Inertial Measurement Unit measurements. Unfortunately, quadcopters often encounter situations where the Global Positioning System is unavailable thus another method must be used. Current methods utilizing laser scanners have been shown to be effective but are significant in cost. This work explores the use of four low-cost ultrasonic range finders placed on each arm of the quadcopter to provide consistent error correction. Multiple methods of calculating attitude were explored and simulated across multiple flight paths with data from rate gyroscopes, accelerometers, and ultrasonic range sensors. Ultimately this approach resulted in a less than 0.25° root mean square error for roll and pitch angles across all considered flight scenarios thus demonstrating its viability for attitude estimation purposes.
AB - To maintain stable flight, quadcopters require data output from sensors to be able to accurately determine flight states. Traditionally, quadcopters utilized data provided from Global Positioning System to rectify errors associated with integrating Inertial Measurement Unit measurements. Unfortunately, quadcopters often encounter situations where the Global Positioning System is unavailable thus another method must be used. Current methods utilizing laser scanners have been shown to be effective but are significant in cost. This work explores the use of four low-cost ultrasonic range finders placed on each arm of the quadcopter to provide consistent error correction. Multiple methods of calculating attitude were explored and simulated across multiple flight paths with data from rate gyroscopes, accelerometers, and ultrasonic range sensors. Ultimately this approach resulted in a less than 0.25° root mean square error for roll and pitch angles across all considered flight scenarios thus demonstrating its viability for attitude estimation purposes.
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U2 - 10.2514/6.2024-4292
DO - 10.2514/6.2024-4292
M3 - Conference contribution
AN - SCOPUS:85203676003
SN - 9781624107160
T3 - AIAA Aviation Forum and ASCEND, 2024
BT - AIAA Aviation Forum and ASCEND, 2024
PB - American Institute of Aeronautics and Astronautics Inc, AIAA
T2 - AIAA Aviation Forum and ASCEND, 2024
Y2 - 29 July 2024 through 2 August 2024
ER -