Title :
Efficient Positive Real Balanced Truncation of SISO Systems Via Cross-Riccati Equations
Author :
Chu, Chung-Kwan ; Wong, Ngai
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ.
Abstract :
This paper presents a highly efficient approach for performing positive real balanced truncation (PRBT) of single-input single-output (SISO) systems. The solution of two dual algebraic Riccati equations (AREs), whose high computational cost baffles conventional PRBT, is replaced with the solution of a cross-Riccati equation (CRE). The cross-Riccatian nature of the solution then allows simple construction of the projection matrices in PRBT. Application examples confirm the effectiveness of the proposed PRBT method over conventional schemes
Keywords :
Riccati equations; reduced order systems; SISO systems; algebraic Riccati equations; cross-Riccati equations; positive real balanced truncation; single-input single-output; Computational efficiency; Computational modeling; Context modeling; Feedback; MIMO; Riccati equations; Signal processing; Stability; Stochastic processes; Very large scale integration;
Conference_Titel :
Intelligent Signal Processing and Communications, 2006. ISPACS '06. International Symposium on
Conference_Location :
Yonago
Print_ISBN :
0-7803-9732-0
Electronic_ISBN :
0-7803-9733-9
DOI :
10.1109/ISPACS.2006.364914