{"product_id":"system-identification-lennart-ljung-9780136566953","title":"System Identification: Theory for the User","description":"\u003cp\u003e\u003cb\u003e\u003c\/b\u003eThis is a complete, coherent description of the theory, methodology and practice of System Identification. The completely revised Second Edition introduces subspace methods, methods that utilize frequency domain data, and these key non-linear black box methods: neural networks, wavelet transforms, neuro-fuzzy modeling and hinging hyperplanes.\u003cb\u003eKEY TOPICS: \u003c\/b\u003eLeader in the field Lennart Ljung introduces systems and models, time-invariant linear systems, time-varying and nonlinear systems. He presents several approaches to system identification, including nonparametric time- and frequency-domain methods; parameter estimation; convergence and consistency; asymptotic distribution of parameter estimates; linear regressions, iterative search and recursive estimation. He also presents detailed coverage of key issues that can make or break system identification projects: defining objectives, designing experiments, selecting criteria, and controlling the bias distribution of transfer-function estimates.\u003cb\u003eMARKET: \u003c\/b\u003eFor all engineering and control systems professionals, faculty and students.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Lennart Ljung\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0136566952\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780136566953\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Pearson\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/29\/1998\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 640\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.42lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.57h x 7.28w x 1.16d\u003c\/p\u003e","brand":"Lennart Ljung","offers":[{"title":"Hardcover","offer_id":47072000377087,"sku":"9780136566953","price":220.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_d2bac7e2-b44d-4181-a4bb-ee3ce6da0780.jpg?v=1753415519","url":"https:\/\/www.whiterainbookhouse.com\/products\/system-identification-lennart-ljung-9780136566953","provider":"WR Book House","version":"1.0","type":"link"}