Three Filters and Their Applications: A Comparison Case Study

Filtering has been shown successful in prediction from dynamically changing data. In this thesis, we perform case studies and comparison among three filters: Kalman filter, unscented Kalman filter and particle flow filter. We consider Kalman filter in the first chapter where we focus on studying the...

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Bibliographic Details
Main Author: Zhao, Yan
Other Authors: Zhongqiang Zhang, Advisor
Format: Others
Published: Digital WPI 2018
Subjects:
Online Access:https://digitalcommons.wpi.edu/etd-theses/356
https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=1355&context=etd-theses