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
         
        
        
        
        
        
        
            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;
         
        
        
            Journal_Title : 
Intelligent Transportation Systems, IEEE Transactions on
         
        
        
        
        
            DOI : 
10.1109/TITS.2015.2409115