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Zhou et al. Intell Robot 2023;3(1):95-112  I http://dx.doi.org/10.20517/ir.2023.05  Page 101


               3.3. Stability analysis
                                                                                                  
                                                                                             
               Lemma 2   [20] : If 0 <    < 1,   (  ) is a function in equation (23), then   (  ) −     (  ) − 1 +      (  ) ≥ 0 holds
               for any    ∈ [0, 1].
                                                                     1
                                                     (  ) = 1 +    1−   −    1−                        (23)
               with 0 ≤    ≤ 1, 1 <   (  ) < 2.

                                                        
               Proof: Let    (  ) =   (  ) −     (  ) − 1 +      (  ) , then to prove whether the minimum value of    (  ) is greater
                                                   
               thanzero. Fromthepropertiesof   (  ), weknowthat   (  ) > 1, then   (1) = −1+  (  ) > 0, and    (0) =   (  ).
                                                                                        
               Then, the extreme value of    (  ) can be obtained from    (  ) = 0. When    (  ) = 0,    =    1−   (  (  )) can be
                                                                                          1
                                                                                                  −1
                                                              ¤
                                                                             ¤
                                                                           
                                                                                                1
                                                               1
                                                                                       1
               obtained, and then the minimum value    (  ) =   (  ) −    1−   − 1 +    1−   =   (  ) − 1 + ( −     )   1−   > 0, then
                                                                                         
               the prove is completed.
                                                                                                  
               Lemma 3   [20] : If 0 <    < 1,   (  ) is a function in equation (23), then   (  ) +     (  ) − 1 −      (  ) ≥ 0 holds
                                                                                             
               for any    ∈ [0, 1].
               The proof of Lemma 3 is similar to the proof of Lemma 2.
               Theorem 1: For system model (8) with uncertainties and external disturbances, the following sliding mode
               motion properties can be guaranteed by using control law (21) :
               1) The discrete-time sliding variable can be driven into the domain Ω within a finite number of steps    , and
                                                                                                     ∗
               Ω can be expressed as follows.
                                                Ω = {  (  )||      (  )| <   (  )      }               (24)


                                                  (                            )
                                                                 1            1
                                                                            1−  
                                                                      Φ    (  )
                                               =                  ,
                                                            (  )Φ    (  )  1 −         
                                                                                                       (25)
                                                  (                   1  )
                                                           1           1−  
                                                            
                                                                Φ    (  )
                                            =               ,
                                                          (  )       
                                              2         2
                                                               ∗
                                                                    +
                                         ∗       (0)−(  (  )      )  c + 1,    ∈    .
                                                
               where,       (  ) =         (  )Φ    (  ),    = b    
                                               (      Φ −      )  2
               2) Once the sliding mode moves into the domain Ω, it will stay in the domain and will not escape, that is, when
               |      (  )| ≤   (  )     , then |      (   + 1)| ≤   (  )     .
               3) When the sliding mode variables move in the domain Ω, the errors will converge to the bounded region, as
               follows:
                                                      (                         )
                                                                  1            1
                                                                          2    1−  
                                      |   1   (  )|≤  (  )·        ,                                   (26)
                                                             2    (1 −    1     )     
               where       is a bounded variable, which can be known from the following analysis.
               Proof: Choose the discrete Lyapunov function as   (  ) =    (  )  (  ), then
                                                                  
                                       4  (  ) =   (   + 1) −   (  )
                                                2                                                      (27)
                                               Õ
                                             =    [      (   + 1) −       (  )] [      (   + 1) +       (  )] .
                                                 =1
               To prove the reaching and existence of the control law, we discuss the following cases.
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