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Page 10 of 15                   Sun et al. Complex Eng Syst 2022;2:17  I http://dx.doi.org/10.20517/ces.2022.48


               Remark 4 The difficulty of the proof is that the time delay       is merely a Borel measurable function of    rather
               than a differentiable function of     [13,28] . This means that the existing results [13,28] cannot be applied to SSS (1).
               By selecting a suitable form of MLF, the existence and uniqueness of the global solution are initially proven via
                                                                        
               an inequality scaling technique (i.e., Lemma 1). Subsequently, the    -boundedness of the solution is obtained by
               using the ADT method.
               The following theorem demonstrates that a stronger result can be obtained under proper conditions.

               Theorem 3 Let Assumptions 1-3 hold. If    > 2   1 ∨ 2   2, then the solution of the controlled system (1) with the
               initial value (2) is almost surely exponentially stable. That is,
                                                      1
                                                lim sup  ln(|  (  )|) < 0    .  .                      (29)
                                                   →∞    
               Proof. Let    be any non-negative integer. Using the H ¥lder and Doob martingale inequalities [26] , we obtain
                                                              
                                               2             2
                                    ( sup |  (  )| ) ≤ 4  |  (   + 1)|
                                      ≤  ≤  +1
                                                                  ∫
                                                                      +1
                                                            2
                                                                                     2
                                                 ≤ 4[3  |  (  )| + 3    |       (  ,   (  ),   (  ))|     
                                                                     
                                                      ∫
                                                           +1
                                                                         2
                                                 + 12       |      (  ,   (  ),   (  ))|     ].
                                                         
               From condition (6), we have
                                                             ∫
                                                                  +1
                                          2
                                                      2
                               ( sup |  (  )| ) ≤ 12  |  (  )| +    4     (1 + |  (  )|  2   1  + |  (   −       )|  2   1 )    
                                 ≤  ≤  +1                       
                                                 ∫
                                                      +1
                                            +    4     (1 + |  (  )|  2   2  + |  (   −       )| 2   2 )    ,
                                                     
               where    4 is a positive constant. According to    > 2   1 ∨ 2   2, we derive
                                                 2   1           2   1         
                                             |  (  )|  ≤ (  |  (  )| )      ≤ 1 +   |  (  )| .
               Similarly, we also have


                                                                        
                                                        2   2  ≤ 1 +   |  (  )| .
                                                    |  (  )|
               From (28), it follows that


                              ∫                    ∫                   ∫
                                  +1                    +1                  +1
                                                                                             
                                                               
                                                                                   
                                   |  (  )| 2   1       ≤ 1 +     |  (  )|      ≤ 1 +        3    − ˆ        ≤    5    − ˆ   ,
                                                                           
                                                          
                                            
               where    5 is a positive constant, ˆ =    −  . Consequently, we can deduce that
                                                 J     
                                                  (            )
                                                                        
                                                     sup |  (  )| 2  ≤    5    − ˆ   .
                                                     ≤  ≤  +1
               By the Doob martingale inequality, it follows that
                                       ∞   (                    )   ∞
                                      ∑                            ∑
                                                                              
                                                                
                                              sup |  (  )| >    −0.25 ˆ    ≤     5    −0.5 ˆ    < ∞.
                                              ≤  ≤  +1
                                         =0                          =0
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