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The time-domain modified recursive least squares (MRLS) online parameter identification algorithms' accuracy and robustness have been verified through a small fixed-wing UAV flight test. The frequency domain least-squares (FLS) online parameter identification algorithm has also been tested, and is compared with the time-domain method. The flight test results show that with sufficient active excitation,...