000 02407nam a22004335i 4500
001 978-3-642-29396-2
003 DE-He213
005 20140220082847.0
007 cr nn 008mamaa
008 121026s2013 gw | s |||| 0|eng d
020 _a9783642293962
_9978-3-642-29396-2
024 7 _a10.1007/978-3-642-29396-2
_2doi
050 4 _aQA276-280
072 7 _aPBT
_2bicssc
072 7 _aMAT029000
_2bisacsh
082 0 4 _a519.5
_223
100 1 _aŚliwiński, Przemysław.
_eauthor.
245 1 0 _aNonlinear System Identification by Haar Wavelets
_h[electronic resource] /
_cby Przemysław Śliwiński.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXI, 139 p. 27 illus., 18 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Statistics,
_x0930-0325 ;
_v210
505 0 _aIntroduction -- Hammerstein systems -- Identification goal -- Haar orthogonal bases -- Identification algorithms -- Computational algorithms. – Final remarks. - Technical derivations.
520 _aIn order to precisely model real-life systems or man-made devices, both nonlinear and dynamic properties need to be taken into account. The generic, black-box model based on Volterra and Wiener series is capable of representing fairly complicated nonlinear and dynamic interactions, however, the resulting identification algorithms are impractical, mainly due to their computational complexity. One of the alternatives offering fast identification algorithms is the block-oriented approach, in which systems of relatively simple structures are considered. The book provides nonparametric identification algorithms designed for such systems together with the description of their asymptotic and computational properties.
650 0 _aStatistics.
650 0 _aMathematical statistics.
650 1 4 _aStatistics.
650 2 4 _aStatistical Theory and Methods.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642293955
830 0 _aLecture Notes in Statistics,
_x0930-0325 ;
_v210
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-29396-2
912 _aZDB-2-SMA
999 _c96905
_d96905