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Sun et al. Intell Robot 2023;3(3):257-73  I http://dx.doi.org/10.20517/ir.2023.17   Page 265

               Remark 5 Compared to the static ETC scheme proposed in [30]  and adaptive ETC scheme [20] , the SS parameter   
               is introduced during the proof of the stability analysis. Obviously, the different event-triggered parameter       can
               be obtained by a different SS parameter   . Thus,       ∈ [0, 1) is removed during the design of the corresponding
               event-triggered parameter while introducing an appropriate   . By combing Remark 4, one can see that the       
                                                                                                          
               supplies the upper bound of the event-triggered threshold. Thus, any event-triggered thresholds less than         would
                                                                                                     
               not destroy the stability property of the physical systems.

               3.2. Controller design with its algorithm

               Theorem 2 For some positive scalars   ,       ,      ,       (      ≤      ),   ,   , if there exist real symmetric positive definite
               matrices   ,    ,       (   ∈ {1, 2} ) and arbitrary matrices    for such that the follow inequalities hold
                             
                                              [          ]       [         ]
                                                Π 11  Π 12            2    
                                          Π =              < 0,             > 0                        (14)
                                                 ∗   Π 22           ∗     2
               where
                                 
               Π 11 = [(1, 1) =       +      + 2     +    −     −2           1,
                                               1
                       (1, 2) =     −2           1 , (1, 3) =     , (1, 5) = −    ,
                       (1, 6) =   ,
                       (2, 2) =     −2        (   −    1 −    ) −    −2            2,  (2, 3) =    −2         (   2 −   ), (2, 4) =     −2          ,
                                               1
                                      2
                                           
                       (3, 3) =     −2         (   +    − 2   2 ) +         Φ,
                                                     
                       (3, 4) =     −2         (   2 −   ), (3, 5) = −         Φ,
                                                      
                       (4, 4) =     −2         (−   2 −    ), (5, 5) =         Φ − Φ,
                                            2
                                                        
                       (6, 6) = −  ].
               Π 12 = [         1 Γ, (      −       )   2 Γ].
               Π 22 =         [   − 2   1 ,    − 2   2 ],
               Γ     = [    , 0,     , 0, −    ,   ].
                                                                                      −1
               Then, the NCS (9) under SS-ETC scheme (5) can be stabilized by the controller    =       while ISS is preserved.
                                                                                               
                                                                                                           
               Proof: The proof of this section is based on Theorem 1. By defining    =    ,    =            ,       =            ,
                                                                                −1
                                                                                      
                  =        , Φ =   Φ   with    ∈ {1, 2}, and    =     , then one can pre- and post-multiplying both side of
                         
                                    
               left equalities in (13) with         [  ,     ,   ,   ,   ,   ] and right inequalities in (13) with         [  ,   ]. By using
               −           ≤       − 2   to deal with the nonlinear terms in (13).
               Remark 6 Different from the controller synthesis proposed in [27,30,34] , the controller design not only depended
               on the parameter       but also the parameter   . By introducing the parameter   , an upper bound of the event
               threshold is well given. Then, the designed controller    according to both       and    can be well used to cope with
               the fluctuation of the event-triggered threshold. This is very different from the above controller design with a fixed
               event-triggered threshold.

               Moving forward, the co-design algorithm for finding the event-triggered parameter       is presented.


               Algorithm 1 Co-design of control and communication
                 1: Set the positive scalars   ,      ,       (      ≤      ),   ,    and the initial event triggered parameter       . Give the
                    increasing step Δ > 0 and an optimization target          < 0 ;
                 2: While          < 0
                 3:       =       + Δ
                 4: Solve LMIs (14), if there is a feasible solution   ,      ,       (   = 1, 2) and Φ satisfying LMIs (14), go to the
                    next step. Otherwise, return Step 1.
                 5: Return       − Δ and calculate    and Φ.
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