TY - GEN
T1 - Frequency domain method for real-time detection of oscillations
AU - Chowdhary, Girish
AU - Srinivasan, Sriram
AU - Johnson, Eric
PY - 2010
Y1 - 2010
N2 - Because of the growing interest in real-time stability monitoring, there is a need for online methods that can detect off-nominal behavior in control systems. Therefore, we present a real-time frequency domain method for detecting oscillations in control systems. The method uses recursive Fourier transform for representing the measured time domain signal in frequency domain. Oscillations are then detected by monitoring the norm of the Fourier coefficients over a time window of pre-specified size across a range of frequencies that represent off-nominal behavior for the plant. This method is computationally efficient and requires limited memory, hence it can be used for onboard health monitoring of Unmanned Aerial Systems (UAS). Consequently, we demonstrate the feasibility of using this method for real-time detection of oscillation on the Georgia Tech GT Twinstar (UAS).
AB - Because of the growing interest in real-time stability monitoring, there is a need for online methods that can detect off-nominal behavior in control systems. Therefore, we present a real-time frequency domain method for detecting oscillations in control systems. The method uses recursive Fourier transform for representing the measured time domain signal in frequency domain. Oscillations are then detected by monitoring the norm of the Fourier coefficients over a time window of pre-specified size across a range of frequencies that represent off-nominal behavior for the plant. This method is computationally efficient and requires limited memory, hence it can be used for onboard health monitoring of Unmanned Aerial Systems (UAS). Consequently, we demonstrate the feasibility of using this method for real-time detection of oscillation on the Georgia Tech GT Twinstar (UAS).
UR - http://www.scopus.com/inward/record.url?scp=78650014703&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650014703&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:78650014703
SN - 9781600867439
T3 - AIAA Infotech at Aerospace 2010
BT - AIAA Infotech at Aerospace 2010
T2 - AIAA Infotech at Aerospace 2010
Y2 - 20 April 2010 through 22 April 2010
ER -