Parameter adaptive identification and control

A new parameter adaptive control scheme is outlined which essentially allows one to arbitrarily position all of the poles of an unknown, linear, scalar system of known dynamical order. The technique is based on identifying the parameters which characterize the dynamical behavior of the system in differential operator form and simultaneously implementing an adaptive observer which generates a feedback control signal which converges to the equivalent of an appropriate pole placing linear state variable control law. It is shown that the overall control configuration, consisting of a system identifier and a complementary adaptive observer, is globally stable provided only that the control input is "sufficiently rich" in frequency content.

[1]  P. Lion Rapid identification of linear and nonlinear systems. , 1967 .

[2]  R. Carroll,et al.  An adaptive observer for single-input single-output linear systems , 1973 .

[3]  Seyhan Nuyan,et al.  An adaptive observer and identifier with an arbitrarily fast rate of convergence , 1976, 1976 IEEE Conference on Decision and Control including the 15th Symposium on Adaptive Processes.

[4]  L. Kraft Controllable form state variables obtained from an arbitrarily fast adaptive observer , 1976, 1976 IEEE Conference on Decision and Control including the 15th Symposium on Adaptive Processes.

[5]  K. Narendra,et al.  Stable adaptive observers and controllers , 1976, Proceedings of the IEEE.

[6]  K. Narendra,et al.  On the uniform asymptotic stability of certain linear nonautonomous differential equations , 1976 .

[7]  G. Kreisselmeier Adaptive observers with exponential rate of convergence , 1977 .

[8]  Seyhan Nuyan,et al.  Adaptive identification, observation, and control of certain linear systems , 1977, 1977 IEEE Conference on Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications.

[9]  Lena Valavani,et al.  Stable adaptive controller design part I: Direct control , 1977, 1977 IEEE Conference on Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications.

[10]  A. Morse,et al.  Adaptive control of single-input, single-output linear systems , 1977, 1977 IEEE Conference on Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications.