Title : 
Robust 
  
  Filtering for Switched Stochastic System With Missing Measurements
 
        
            Author : 
Zhang, Hao ; Chen, Qijun ; Yan, Huaicheng ; Liu, Junhao
         
        
            Author_Institution : 
Dept. of Control Sci. & Eng., Tongji Univ., Shanghai, China
         
        
        
        
        
        
        
            Abstract : 
This paper considers the design of robust H infin filtering problem for switched stochastic discrete time-delay system with missing measurements via switched Lyapunov function approach. Attention is focused on the design of an exponentially stable filter guaranteeing a prescribed noise attenuation level in the H infin sense and missing measurements probability. By using switched Lyapunov functionals, some sufficient conditions in terms of linear matrix inequalities (LMIs) are obtained. Finally, a numerical example is provided to demonstrate the effectiveness and applicability of the proposed design approach.
         
        
            Keywords : 
Lyapunov methods; control system synthesis; delays; discrete time systems; linear matrix inequalities; robust control; stochastic systems; exponential stability filter design; linear matrix inequalities; missing measurements; noise attenuation level; robust Hinfin filtering; switched Lyapunov functionals; switched stochastic discrete time-delay system; $H_{infty}$  filtering; Discrete-time switched system; linear matrix inequalities (LMIs); missing measurements; stochastic system; switched Lyapunov functional;
         
        
        
            Journal_Title : 
Signal Processing, IEEE Transactions on
         
        
        
        
        
            DOI : 
10.1109/TSP.2009.2020376