tailieunhanh - Adaptive lọc và phát hiện thay đổi P2

This chapter provides background information and problem descriptions of the applications treated in this book . Most of the applications include real data and many of them are used as case studies examined throughout the book with different algorithms | Adaptive Filtering and Change Detection Fredrik Gustafsson Copyright 2000 John Wiley Sons Ltd ISBNs 0-471-49287-6 Hardback 0-470-84161-3 Electronic _2 Applications . Change in the mean model . 32 . Airbag control. 32 . Paper refinery. 33 . Photon emissions. 34 . Econometrics. 35 . Change in the variance model. 35 . Barometric altitude sensor in aircraft. 36 . Rat EEG. 36 . FIR model. 37 . Ash recycling. 37 . AR model. 39 . Rat EEG. 39 . Human EEG. 39 . Earthquake analysis. 40 . Speech segmentation. 42 . ARX model. 42 . DC motor fault detection. 42 . Belching sheep. 45 . Regression model. 46 . Path segmentation and navigation in cars. 46 . Storing EKG signals. 48 . State space model. 49 . DC motor fault detection. 49 . Multiple models. 49 . Valve stiction. 50 . Parameterized non-linear models. 51 . Electronic nose. 52 . Cell phone sales figures . 53 This chapter provides background information and problem descriptions of the applications treated in this book. Most of the applications include real data and many of them are used as case studies examined throughout the book with different algorithms. This chapter serves both as a reference chapter 32 Applications and as a motivation for the area of adaptive filtering and change detection. The applications are divided here according to the model structures that are used. See the model summary in Appendix A for further details. The larger case studies on target tracking navigation aircraft control fault detection equalization and speech coding which deserve more background information are not discussed in this chapter. . Change in the mean model The fuel consumption application in Examples and is one example of change in the mean model. Mathematically the model is defined in equation in Appendix A . Here a couple of other examples are given. . Airbag control .

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