Finite-time simultaneous parameter and state estimation using modulating functions

This paper discusses the use of techniques related to the modulating function method for performing joint parameter and state estimation. After a short review of other methods related to modulating functions, we look at observability issues and the so-called Least-Squares observers to extend currently existing results on joint parameter and state estimation using modulating functions. An example is given as illustration.