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    3. System Identification: Theory for the User Ed 2

    System Identification: Theory for the User Ed 2

    Posted By: arundhati
    Date: 19 Sep 2020 05:33:06
    System Identification: Theory for the User Ed 2

    Lennart Ljung, "System Identification: Theory for the User Ed 2"
    English | ISBN: 0136566952 | | 640 pages | PDF | 18 MB

    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.KEY TOPICS: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.MARKET:For all engineering and control systems professionals, faculty and students.
    UPWARDS