控制理论(社会学)                        
                
                                
                        
                            理论(学习稳定性)                        
                
                                
                        
                            李雅普诺夫函数                        
                
                                
                        
                            应用数学                        
                
                                
                        
                            计算机科学                        
                
                                
                        
                            稳定性判据                        
                
                                
                        
                            指数函数                        
                
                                
                        
                            稳定性理论                        
                
                        
                    
            作者
            
                Hui Wang,Huiling Xu,Xuefeng Chen,Dan Zhang            
         
                    
        
    
            
            标识
            
                                    DOI:10.1049/iet-cta.2020.0013
                                    
                                
                                 
         
        
                
            摘要
            
            This study tackles the problems of exponential stability analysis and model reduction for spatially interconnected discrete-time systems with time-varying delay. The well-posedness, exponential stability, and contractiveness of spatially interconnected discrete-time systems subject to time-varying delay are defined and a sufficient condition in terms of linear matrix inequality (LMI) is put forth to test these properties. By exploiting the above analysis result, a sufficient condition for guaranteeing the existence of a reduced-order system is derived. With the help of Finsler lemma, a reduced-order system is derived based on the LMI method. By taking advantage of the same method, a delay-free reduced-order system for a given spatially interconnected discrete time-varying delay system can also be attained. Finally, two examples have been carried out to show the feasibility and validity of the derived theories.
         
            
 
                 
                
                    
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