System Identification and Adaptive Control Syllabus for B.Tech 7th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.<\/p>\n
The detailed syllabus for System Identification and Adaptive Control B.Tech (R13) seventhsem is as follows<\/p>\n
OBJECTIVES:<\/strong><\/p>\n UNIT I : NON PARAMETRIC METHODS<\/strong> \u00a0 \u00a0 \u00a0 \u00a0 [9 hours] UNIT II : PARAMETER ESTIMATION METHODS<\/strong> \u00a0 \u00a0 [9 hours] UNIT III : RECURSIVE IDENTIFICATION METHODS<\/strong> \u00a0 \u00a0 \u00a0 [9 hours]\n
\nNon parametric methods: Transient analysis\u2013frequency analysis\u2013Correlation analysis\u2013Spectral\u00a0analysis.<\/p>\n
\nLeast square estimation \u2013 best linear unbiased estimation under linear constraints \u2013 updating the\u00a0parameter estimates for linear regression models prediction error methods: description of\u00a0prediction methods \u2013 optimal prediction \u2013 relation between prediction error methods and\u00a0other identification methods \u2013 theoretical analysis – Instrumental variable methods: Description of\u00a0instrumental variable methods \u2013 Input signal design for identification.<\/p>\n
\nThe recursive least square method \u2013 the recursive instrumental variable methods- the recursive\u00a0prediction error methods \u2013 Maximum likelihood. Identification of systems operating in closed loop:\u00a0Identifiability considerations \u2013 direct identification \u2013 indirect identification.<\/p>\n