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

[LeeAndro]

English | PDF | 2019 | 301 Pages | ISBN : 1785617125 | 42.12 MB​

The scientific research in many eeering fields has been shifting from traditional first-principle-based to data-driven or evidence-based theories. The latter methods may enable better system design, based on more accurate and verifiable information.
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 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 scientists, eeers and students in automatic control and learning systems, automotive and aerospace eeering, electrical eeering and signal processing.



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