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For over a quarter of a century, high-gain observers have been used
extensively in the design of output feedback control of nonlinear
systems. This book presents a clear, unified treatment of the
theory of high-gain observers and their use in feedback control.
Also provided is a discussion of the separation principle for
nonlinear systems; this differs from other separation results in
the literature in that recovery of stability as well as performance
of state feedback controllers is given. The author provides a
detailed discussion of applications of high-gain observers to
adaptive control and regulation problems and recent results on the
extended high-gain observers. In addition, the author addresses two
challenges that face the implementation of high-gain observers:
high dimension and measurement noise. Low-power observers are
presented for high-dimensional systems. The effect of measurement
noise is characterized and techniques to reduce that effect are
presented. The book ends with discussion of digital implementation
of the observers. Readers will find: comprehensive coverage of the
main results on high-gain observers rigorous, self-contained proofs
of all results; and numerous examples that illustrate and provide
motivation for the results.
Singular perturbations and time-scale techniques were introduced to
control engineering in the late 1960s and have since become common
tools for the modeling, analysis, and design of control systems. In
this SIAM Classics edition of the 1986 book, the original text is
reprinted in its entirety (along with a new preface), providing
once again the theoretical foundation for representative control
applications. This book continues to be essential in many ways. It
lays down the foundation of singular perturbation theory for linear
and nonlinear systems, it presents the methodology in a pedagogical
way that is not available anywhere else, and it illustrates the
theory with many solved examples, including various physical
examples and applications. So while new developments may go beyond
the topics covered in this book, they are still based on the
methodology described here, which continues to be their common
starting point.
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