{"product_id":"an-introduction-to-identification-9780486469355","title":"An Introduction to Identification","description":"\u003cp\u003e • Author(s): J. P. Norton\u003cbr\u003e • Publisher: Dover Publications\u003cbr\u003e • Publisher Imprint: Dover Publications\u003cbr\u003e • BISAC: System Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAdvanced undergraduates and graduate students of electrical, chemical, mechanical, and environmental engineering will appreciate this text for a course in systems identification. In addition to the theoretical basis for mathematical modeling, it covers a variety of tried-and-true identification algorithms and their applications. Moreover, its broad view and fairly modest mathematical level offer readers a quick appraisal of established methods and their limitations. In addition to surveys covering classical methods of identification including impulse, step, and sine-wave testing and identification based on correlation function, the text examines least-squares model fitting, statistical properties of estimators, optimal estimation, and Bayes and maximum-likelihood estimators. Other topics include experiment design and choice of model structure as well as model validation. Numerical examples show students how to apply the modeling theories, and a chapter on specialized topics introduces research areas.\"\u003c\/p\u003e","brand":"Dover Publications","offers":[{"title":"Paperback","offer_id":45113142247575,"sku":"9780486469355","price":1172.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780486469355.webp?v=1767268142","url":"https:\/\/atlanticbooks.com\/products\/an-introduction-to-identification-9780486469355","provider":"Atlantic Books","version":"1.0","type":"link"}