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Piezoelectric Actuators: Vector Control Method: Base, Modeling and
Mechatronic Design of Ultrasonic Devices guides researchers and
engineers through the process of implementing the vector control
method (VCM) in their systems. The book presents which measurements
can be made, how to visualize a variable as a rotating vector,
about the angular position of the rotating reference frame, how to
calculate the parameters of the controllers, and how to observe key
variables. Additionally, the book focuses on the modeling of PE
ultrasonic transducers and investigates the energy conversion
process in an ultrasonic transducer.
Revised chapters from the previous edition, with the inclusion of
many additional materials on some important topics, including
compress sensing, estimation with convex constraints, the slope
estimator, simultaneously low rank and row sparse linear
regression, or aggregation of a continuous set of estimators. Three
new chapters on iterative algorithms, clustering and minimax lower
bounds. Enhanced appendices,minimax lower-bounds mainly with the
addition of Davis-Kahan perturbation bound and of two simple
versions of Hanson-Wright concentration inequality.
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