Data-Driven Modeling,Filtering and Control: Methods and applications

Data-Driven Modeling,Filtering and Control: Methods and applications
by: Carlo Novara
ISBN-10: 1785617125
ISBN-13: 9781785617126
Released: 2019-09-04
Pages: 304 pages
Book Description
Research in the field of system identification and control has been shifting from traditional model-based to data-driven or evidence-based theories. The latter methods enable better designs based on more direct and accurate data-based information and verifiable data. In the era of big data,IoT,and cyber-physical systems,this subject is of growing importance,as data-driven approaches are key enablers to solve problems that could not be addressed by previous standard approaches.
This book presents a number of innovative data-driven methodologies,complemented by significant application examples to show the potential offered by the most recent advances in the field. Applicable across a range of disciplines,the topics discussed here will be of interest to researchers,engineers and students in automatic control,learning systems,automotive and aerospace engineering,electrical engineering and signal processing.