Abstract
The state estimation problem for a linear system driven by homogeneous Poisson processes of low intensities in the presence of white Gaussian noise is considered. A sequential estimation-detection scheme is developed as a suboptimal solution to the problem. The asymptotic performance for the time-invariant case as the intensity becomes small is derived and numerically simulated on a digital computer. The two results agree extremely closely, indicating that the scheme performs considerably better than the linear optimal filter in the sense of MSE when the Poisson intensity is small.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.