Title :
Both vehicle state and driver´s torque estimation using Unknown Input Proportional Multi-Integral T-S observer
Author :
Soualmi, B. ; Sentouh, Chouki ; Popieul, J.C.
Author_Institution :
IRT SystemX, France
Abstract :
In this work, an Unknown Input Proportional Multi-Integral Takagi-Sugeno (UIPMIT-S) observer is designed to estimate both the lateral vehicle states and the driver´s torque considered as unknown input. The observer design is formulated in LMI framework to lead all the T-S observer sub-models poles in a D-stable region. The LMI constraints related to the D-stable region force the convergence of the estimation errors with a controllable decay rate and limit overshooting in the transient phase. The proposed approach is validated first, in numerical simulations, and after using the LAMIH driving dynamic simulator SHERPA.
Keywords :
automobiles; fuzzy control; linear matrix inequalities; numerical analysis; observers; stability; torque; D-stable region; LAMIH driving dynamic simulator; LMI constraints; LMI framework; SHERPA; T-S observer submodels poles; UIPMIT-S observer design; controllable decay rate; driver torque estimation; estimation error convergence; lateral vehicle state estimation; limit overshooting; numerical simulations; transient phase; unknown input proportional multiintegral T-S observer; unknown input proportional multiintegral Takagi-Sugeno observer design; Numerical models; Observers; Steering systems; Torque; Vehicle dynamics; Vehicles;
Conference_Titel :
Control Conference (ECC), 2014 European
Conference_Location :
Strasbourg
Print_ISBN :
978-3-9524269-1-3
DOI :
10.1109/ECC.2014.6862169