DocumentCode :
3601612
Title :
Development of a Driver Lateral Control Model by Integrating Neuromuscular Dynamics Into the Queuing Network-Based Driver Model
Author :
Luzheng Bi ; Mingtao Wang ; Cuie Wang ; Yili Liu
Author_Institution :
Sch. of Mech. Eng., Beijing Inst. of Technol., Beijing, China
Volume :
16
Issue :
5
fYear :
2015
Firstpage :
2479
Lastpage :
2486
Abstract :
This paper describes the development of a novel driver lateral control model by integrating the driver´s neuromuscular dynamics into the queuing network (QN)-based driver lateral control model. Experimental results from 16 participants in a driving simulator show that, compared to the QN-based model, the proposed model performs better, and its performance is closer to that of drivers when a vehicle runs at a relatively high speed. The proposed model not only has the advantages of the models based on a cognitive architecture but also captures the dynamic interaction between the vehicular steering system and the driver´s neuromuscular system. Thus, it can better represent driver lateral control and has greater value in supporting the development of driver assistance systems.
Keywords :
neuromuscular stimulation; road vehicles; QN-based driver lateral control model; cognitive architecture; driver assistance systems; integrating neuromuscular dynamics; neuromuscular system; queuing network-based driver lateral control model; vehicular steering system; Computational modeling; Computer architecture; Data models; Neuromuscular; Servers; Vehicle dynamics; Vehicles; Driver assistance system; driver lateral control; neuromuscular dynamics; queuing network;
fLanguage :
English
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1524-9050
Type :
jour
DOI :
10.1109/TITS.2015.2409115
Filename :
7062020
Link To Document :
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