{"product_id":"system-identification-theory-for-the-user-von-lennart-ljung","title":"System Identification: Theory for the User","description":"\n                                \n                \u003cp\u003e\n                                        \n                    \u003cb\u003e\u003c\/b\u003e\n                                        This 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.\n                    \n                    \u003cb\u003eKEY TOPICS:\u003c\/b\u003e\n                                        Leader 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.\n                    \n                    \u003cb\u003eMARKET:\u003c\/b\u003e\n                                        For all engineering and control systems professionals, faculty and students.   \n                \n                \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9780136566953\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9780136566953","offer_id":57785041420613,"sku":"9780136566953","price":212.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/c01e90b0-82da-466a-8eef-f4af18b80565.jpg?v=1781496228","url":"https:\/\/shop.autorenwelt.de\/en\/products\/system-identification-theory-for-the-user-von-lennart-ljung","provider":"Autorenwelt Shop","version":"1.0","type":"link"}