Advanced Strategies for Nonlinear System Identification
This chapter contains a review of the past and recent developments in system identifi cation of nonlinear dynamical structures. The objective is to present several approaches that have been proposed in the technical literature, to illustrate them using nu
- PDF / 1,336,439 Bytes
- 78 Pages / 439 x 666 pts Page_size
- 110 Downloads / 208 Views
! "#
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
8CH ;8=40A8I0C8>= C8&8.32
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
40A8I0C8>= RCAFLGOSC GLRPMBSACB @W *?X?IMT @SR RFC KCRFMBQ ?PC LMR RFC Q?KC ?Q BGQASQQCB GL 2MAF? ?LB /?UJCR? ,?LW BCTCJMNKCLRQ F?TC @CCL NPMNMQCB QGLAC RFC DSLB?KCLR?J UMPI MD "?SEFCW :CE (U?L ?LB ,?QML ; ?LB ? AMKNPCFCLQGTC RPC?RKCLR MD RFC QS@HCAR A?L @C DMSLB GL 1M@CPRQ ?LB 2N?LMQ 3FGQ AMKKMLJW SQCB ?NNPM?AF F?Q NPMTCB SQCDSJ GL KMQR ?NNJGA?RGMLQ N?PRGASJ?PJW DMP RFC P?LBMK TG@P?RGML ?L?JWQGQ MD QWQRCKQ UFCPC RFC LMLJGLC?P PCQRMPGLE DMPAC GQ FWQ
Data Loading...
