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.
Named a 2013 Notable Computer Book for Information Systems by Computing Reviews
One of the first books to present system parameter identification with information theoretic criteria so readers can track the latest developments
Contains numerous illustrative examples to help the reader grasp basic methods
Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models Sensitivity analysis is the study of how variation in the output of a statistical model can be apportioned, qualitatively or quantitatively, to different sources of variation. It should be considered a pre-requisite for statistical model building in any scientific discipline where modelling takes place. Choosing the most appropriate method of...
Hack This: 24 Incredible Hackerspace Projects from the DIY Movement
Join today’s new revolution in creativity and community: hackerspaces. Stop letting other people build everything for you: Do it yourself. Explore, grab the tools, get hands-on, get dirty…and create things you never imagined you could. Hack This is your glorious, full-color passport to the...
Welfare And Work: Experiences In Six Cities King and Mueser examine changes in welfare participation and labor market involvement of welfare recipients in six major cities during the 1990s. By focusing on these six cities (Atlanta, Baltimore, Chicago, Fort Lauderdale, Houston, and Kansas City) they are able to glean the extent to which differences in state and local policy, administrative...