TY - GEN
T1 - Further relaxed stability conditions for continuous-time polynomial fuzzy system based on polynomial fuzzy Lyapunov function
AU - Kim, Han Sol
AU - Park, Jin Bae
AU - Joo, Young Hoon
PY - 2012
Y1 - 2012
N2 - This paper concerns a new stability condition for polynomial fuzzy system by introducing polynomial fuzzy Lyapunov function and slack matrix. Stability condition for polynomial fuzzy system is usually derived by common quadratic polynomial Lyapunov function. However this method results the conservative problem. To relax the conservative result, various relaxing methods which are introduced in T-S fuzzy system case are converted to polynomial fuzzy system. With this line, this paper adapts fuzzy Lyapunov function and extends it to polynomial fuzzy Lyapunov function. It is the extended version of existing fuzzy Lyapunov function which is replaced constant matrices with polynomial one. Furthermore, by adding the slack matrix to the proposed stability condition, this condition is further relaxed. Finally, these results will be proved by numerical example.
AB - This paper concerns a new stability condition for polynomial fuzzy system by introducing polynomial fuzzy Lyapunov function and slack matrix. Stability condition for polynomial fuzzy system is usually derived by common quadratic polynomial Lyapunov function. However this method results the conservative problem. To relax the conservative result, various relaxing methods which are introduced in T-S fuzzy system case are converted to polynomial fuzzy system. With this line, this paper adapts fuzzy Lyapunov function and extends it to polynomial fuzzy Lyapunov function. It is the extended version of existing fuzzy Lyapunov function which is replaced constant matrices with polynomial one. Furthermore, by adding the slack matrix to the proposed stability condition, this condition is further relaxed. Finally, these results will be proved by numerical example.
UR - http://www.scopus.com/inward/record.url?scp=84867617518&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84867617518&partnerID=8YFLogxK
U2 - 10.1109/FUZZ-IEEE.2012.6251316
DO - 10.1109/FUZZ-IEEE.2012.6251316
M3 - Conference contribution
AN - SCOPUS:84867617518
SN - 9781467315067
T3 - IEEE International Conference on Fuzzy Systems
BT - 2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012
T2 - 2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012
Y2 - 10 June 2012 through 15 June 2012
ER -