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Chen et al. Complex Eng Syst 2023;3:8  I http://dx.doi.org/10.20517/ces.2022.50   Page 7 of 15


                              
                                                                                                           
                  = [      , Δ      ] . The output variables of this system are the same as the state variables, that is,    = [      ,   ,   ] .
               The two control variables can be expressed approximately in terms of the longitudinal force of each tire, as
               follows:




                                                =             +             +           +          
                                                                                                       (13)
                                          Δ      =             −             +           −                 /2

               According to Eq. (5), the state-space representation of this control system is as follows:





                                                      ¤    =    (  ,   )                               (14)


               To reduce computational cost, the system state-space equation is linearized as follows:





                                                      ¤    =      +                                    (15)
                                                         =     



                                                                                  
                                h              i                 1/    0   0
                                        
               where    =        (  ,  )  =                         ,     =        (  ,  )  =  0  0 1/       ,     = diag(1, 1, 1)
                                           
                              
                                                             
                                                
                                    h                                                  i
                                   +  1                 +                 cos       +               +               −                 +                 sin       ;  
                                                                                              
                                 h                                                   i
                              1                                                               
                                                                                                   
                                        +      sin       +  +      cos       +  +
                                                                                              
                               1                                                              
                          =   −  2              +             sin       +             +             cos       +           +           ;    (16a)
                                                                                              
                                    h                  h                                 i   i
                              1                                                               
                                     +             sin       +  −   cos       +               −                      
                                                                                           2
                                    h                                                                   i  

                              1                                                                                                
                             +        +             cos       +  −     sin       −  +             
                                                                           2                      
                                    h                                                   i
                                  1                                                                                        
                                    +            +        cos       +        +        −        +        sin       ;  
                                h                                                  i         
                             1                                                                                          
                                              +        sin       +        +        cos       +        +        ;    (16b)
                         =    h                      h                                 i   i 
                              1                                                                                               
                                       +              sin       +        −        cos       +        −        2  
                                  
                               h                                                           i 
                              1                                                                                               
                            +           +              cos       +        −        2  sin       −        +               
                                                                                             
                                     h                                                  i
                                  1                                                                                        
                                    +            +        cos       +        +        −        +        sin       ;  
                                    h                                                   i    
                                  1                                                                                         
                              −1 +                 +        sin       +        +        cos       +        +        ;    (16c)
                         =    h                      h                                 i   i 
                              1                                                                                               
                                       +              sin       +        −        cos       +        −        2  
                                  
                                h                                                          i 
                              1                                                                                                
                            +            +              cos       +        −        2  sin       −        +               
                                                                                             
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