TY - JOUR PY - 2016// TI - Personalized autonomous driving using model predictive control JO - Transactions of Society of Automotive Engineers of Japan A1 - Koga, Ayame A1 - Okuda, Hiroyuki A1 - Tazaki, Yuichi A1 - Suzuki, Tatsuya A1 - Haraguchi, Kentaro A1 - Kang, Zibo SP - 1431 EP - 1437 VL - 47 IS - 6 N2 - This paper presents an autonomous vehicle control that reflects individual driving characteristics based on the model predictive control with personalized cost function. To realize this autonomous driving, driving data of various drivers are collected through experiments on a driving simulator (DS) at first. Secondly, parameters of cost function of model predictive control are estimated so as to reproduce the characteristic of individual driver. Finally, the proposed method is implemented on DS and the validity of the proposed method is verified through experiments.

Language: ja

LA - ja SN - 0287-8321 UR - http://dx.doi.org/10.11351/jsaeronbun.47.1431 ID - ref1 ER -