Title :
Utilising fuzzy models in the design of estimators and predictors: an agile target tracking example
Author :
Moore, C.G. ; Harris, C.J. ; Rogers, E.
Author_Institution :
Dept. of Aeronaut. & Astronaut., Southampton Univ., UK
Abstract :
The authors discuss the possible uses of fuzzy models in estimation and demonstrate one particular example. The example given is that of tracking the position of an agile target based on uncertain measurements. Significant improvements in tracking performance were achieved relative to a standard algorithm by using a hybrid estimator based on multiple fuzzy models
Keywords :
filtering and prediction theory; fuzzy set theory; tracking; uncertainty handling; agile target tracking; estimators; fuzzy models; predictors; uncertain measurements; Control systems; Extraterrestrial measurements; Fuzzy control; Fuzzy systems; Measurement uncertainty; Position measurement; Predictive models; Signal processing; State estimation; Target tracking;
Conference_Titel :
Fuzzy Systems, 1993., Second IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0614-7
DOI :
10.1109/FUZZY.1993.327407