TY - GEN
T1 - Open-loop quadrotor flight dynamics identification in frequency domain via closed-loop flight testing
AU - Niermeyer, Philipp
AU - Raffler, Thomas
AU - Holzapfel, Florian
N1 - Publisher Copyright:
© 2015, E-flow American Institute of Aeronautics and Astronautics (AIAA). All rights reserved.
PY - 2015
Y1 - 2015
N2 - The paper presents the identification of a quadrotor’s bare-airframe dynamics in hover by employing frequency domain methods commonly applied to large-scale rotorcraft and fixed-wing aircraft. Flight tests are conducted with a combination of manual and automated inputs to enable excitation over a wide frequency range to achieve universal model applicability. In contrast to other publications on the topic of micro aerial vehicle system identification, all flight tests are performed outdoors where only inertial MEMS sensors and GNSS measurements are available. Our approach relates physical system parameters of the bare-airframe to the linear control and stability derivatives which are estimated by the identification process. The identified models are validated in terms of their time domain behavior by injecting step perturbations to the motor commands. The obtained information of the quadrotor’s bare-airframe dynamics is used for controller synthesis and for validation of high-fidelity physical simulations.
AB - The paper presents the identification of a quadrotor’s bare-airframe dynamics in hover by employing frequency domain methods commonly applied to large-scale rotorcraft and fixed-wing aircraft. Flight tests are conducted with a combination of manual and automated inputs to enable excitation over a wide frequency range to achieve universal model applicability. In contrast to other publications on the topic of micro aerial vehicle system identification, all flight tests are performed outdoors where only inertial MEMS sensors and GNSS measurements are available. Our approach relates physical system parameters of the bare-airframe to the linear control and stability derivatives which are estimated by the identification process. The identified models are validated in terms of their time domain behavior by injecting step perturbations to the motor commands. The obtained information of the quadrotor’s bare-airframe dynamics is used for controller synthesis and for validation of high-fidelity physical simulations.
UR - http://www.scopus.com/inward/record.url?scp=84973441127&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84973441127
T3 - AIAA Guidance, Navigation, and Control Conference 2015, MGNC 2015 - Held at the AIAA SciTech Forum 2015
BT - AIAA Guidance, Navigation, and Control Conference 2015, MGNC 2015 - Held at the AIAA SciTech Forum 2015
PB - American Institute of Aeronautics and Astronautics Inc.
T2 - AIAA Guidance, Navigation, and Control Conference 2015, MGNC 2015 - Held at the AIAA SciTech Forum 2015
Y2 - 5 January 2015 through 9 January 2015
ER -