System Identification, Part 4: Online and Recursive System Identification
From the series: System Identification
Online system identification algorithms estimate the parameters and states of a model as new data is measured and available in real-time or near real-time. Brian Douglas covers what online system identification is, why it’s a good option for real-time situations, and the general ideas behind how it works. Due to the real-time nature of these algorithms, computational time and resources play a significant role. Therefore, all of the fancy nonlinear regressors, and nonlinear output functions, and optimization algorithms shown in the previous videos in this series might produce a good answer, but not necessarily one that can be completed during real-time operation.
You can also select a web site from the following list:
How to Get Best Site Performance
Select the China site (in Chinese or English) for best site performance. Other MathWorks country sites are not optimized for visits from your location.