April 2016
Intermediate to advanced
516 pages
12h 44m
English
book
Digital Signal Processing with Examples in MATLAB, 2nd Edition
by Samuel D. Stearns, Donald R. Hush
Content preview from Digital Signal Processing with Examples in MATLAB, 2nd Edition
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9
Adaptive Signal Processing
9.1 Introduction
In this chapter, which introduces a type of system we have not yet considered, we will be relying on the discussions of linear least-squares systems in Chapter 8. Adaptive signal processing systems, as introduced here, are time-varying versions of the systems in Chapter 8, in which the weights are varied to allow the systems to adapt to trends or variations in the statistical properties of nonstationary signals.
Adaptive signal processing systems appear in many different forms, including all of the different applications mentioned in Chapter 8. The diversity has been promoted by developments in microelectronics that have greatly increased the amount of computing possible in real-time ...
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