TY - JOUR
T1 - Stochastic approach to robust flight control design using hierarchy-structured dynamic inversion
AU - Kawaguchi, Jun'Ichiro
AU - Ninomiya, Tetsujiro
AU - Miyazawa, Yoshikazu
PY - 2011
Y1 - 2011
N2 - The stochastic approach to robust flight control design using hierarchy-structured dynamic inversion (HSDI) was examined. Intensive robustness evaluation by root sum square (RSS) and Monte Carlo simulation (MCS) was performed using an elaborate nonlinear model of a subscale reentry vehicle, which revealed the HSDI autoland controller to be as robust as the baseline linear robust controller. Touchdown robustness was finally enhanced by a stochastic optimization scheme using the downhill simplex method combined with MCS evaluation. The optimization results showed that the HSDI autoland controller realized better touchdown robustness due to the simultaneous tuning of its guidance and control parameters. An HSDI-based flight control design methodology reduces design cost due to its easy-to-tune control structure and has sufficient robustness for practical applications in industry.
AB - The stochastic approach to robust flight control design using hierarchy-structured dynamic inversion (HSDI) was examined. Intensive robustness evaluation by root sum square (RSS) and Monte Carlo simulation (MCS) was performed using an elaborate nonlinear model of a subscale reentry vehicle, which revealed the HSDI autoland controller to be as robust as the baseline linear robust controller. Touchdown robustness was finally enhanced by a stochastic optimization scheme using the downhill simplex method combined with MCS evaluation. The optimization results showed that the HSDI autoland controller realized better touchdown robustness due to the simultaneous tuning of its guidance and control parameters. An HSDI-based flight control design methodology reduces design cost due to its easy-to-tune control structure and has sufficient robustness for practical applications in industry.
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U2 - 10.2514/1.53257
DO - 10.2514/1.53257
M3 - Article
AN - SCOPUS:80052667098
VL - 34
SP - 1573
EP - 1577
JO - Journal of Guidance, Control, and Dynamics
JF - Journal of Guidance, Control, and Dynamics
SN - 0731-5090
IS - 5
ER -