Recently, criterion functions based on information theoretic measures (entropy, mutual information, information divergence) have attracted attention and become an emerging area of study in signal processing and system identification domain. This book presents a systematic framework for system identification and information processing, investigating system identification from an information theory point of view. The book is divided into six chapters, which cover the information needed to understand the theory and application of system parameter identification. The authors' research provides a base for the book, but it incorporates the results from the latest international research publications.
- ISBN10 1299743501
- ISBN13 9781299743502
- Publish Date 1 January 2013
- Publish Status Active
- Out of Print 17 June 2015
- Publish Country US
- Imprint Elsevier
- Format eBook
- Language English