Stochastic Processes and Filtering Theory: Dover Books on Electrical Engineering
Autor Andrew H. Jazwinskien Limba Engleză Paperback – 31 oct 2007
Taking the state-space approach to filtering, this text models dynamical systems by finite-dimensional Markov processes, outputs of stochastic difference, and differential equations. Starting with background material on probability theory and stochastic processes, the author introduces and defines the problems of filtering, prediction, and smoothing. He presents the mathematical solutions to nonlinear filtering problems, and he specializes the nonlinear theory to linear problems. The final chapters deal with applications, addressing the development of approximate nonlinear filters, and presenting a critical analysis of their performance."
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Specificații
ISBN-13: 9780486462745
ISBN-10: 0486462749
Pagini: 376
Dimensiuni: 154 x 216 x 19 mm
Greutate: 0.4 kg
Editura: Dover Publications
Seria Dover Books on Electrical Engineering
ISBN-10: 0486462749
Pagini: 376
Dimensiuni: 154 x 216 x 19 mm
Greutate: 0.4 kg
Editura: Dover Publications
Seria Dover Books on Electrical Engineering