Title :
Identification of driver car-following behaviour
Author :
Mulder, Max ; Mulder, Max ; van Paassen, Marinus M. ; Abbink, David A.
Author_Institution :
Delft Univ. of Technol., Netherlands
Abstract :
A procedure is developed to identify the driver frequency response functions (FRF) of a serial multi-loop car-following model. It is shown that with a single forcing function both the inner-loop and outer-loop FRF´s can be identified, although indirectly. Parameterisation of the driver FRF´s is done using the concepts of the simplified precision model developed by McRuer and Krendel in the 1970´s. The forcing function characteristics, data processing procedures, non-parametric and parametric identification are described. Experimental data are used to show the results of the identification procedure. In non-critical car-following situations (not requiring braking) the simplified precision model can be used as a linear description of driver car-following behaviours.
Keywords :
driver information systems; identification; vehicles; data processing procedures; driver car-following behaviour; driver frequency response function; forcing function characteristics; parametric identification; serial multiloop car-following model; Control system synthesis; Control systems; Data processing; Frequency response; Haptic interfaces; Humans; Safety; Statistics; System identification; Vehicle driving; Car-following; cross-over model; driver modelling; system identification;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Conference_Location :
Waikoloa, HI, USA
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571591