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An Improved Interacting Multiple Model Algorithm Based on Switching of AR Model Set

  • Wenqiang Wei
  • Jidong SuoEmail author
  • Xiaoming Liu
Conference paper
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 516)

Abstract

To solve the problem of complex maneuvering target tracking, an improved interacting multiple model (IS-AR-IMM) algorithm based on AR model set switching is proposed in this paper. The algorithm is proposed on the basis of the AR-IMM algorithm based on AR model and S-IMM algorithm based on model set switching. Simulation shows that IS-AR-IMM algorithm not only solves the problem of increasing computational complexity and model selection caused by the increase of models in AR-IMM and S-IMM algorithms, but also has better tracking performance.

Keywords

Radar target tracking AR model Model set switching Interacting multiple model 

References

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Copyright information

© Springer Nature Singapore Pte Ltd. 2020

Authors and Affiliations

  1. 1.Dalian Maritime UniversityDalianChina

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