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International Conference in Communications, Signal Processing, and Systems

CSPS 2018: Communications, Signal Processing, and Systems pp 459–466Cite as

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

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Part of the book series: Lecture Notes in Electrical Engineering ((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.

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References

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Author information

Authors and Affiliations

  1. Dalian Maritime University, Dalian, China

    Wenqiang Wei, Jidong Suo & Xiaoming Liu

Authors
  1. Wenqiang Wei
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  2. Jidong Suo
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  3. Xiaoming Liu
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Corresponding author

Correspondence to Jidong Suo .

Editor information

Editors and Affiliations

  1. Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX, USA

    Qilian Liang

  2. School of Information and Communication Engineering, Dalian University of Technology, Dalian, China

    Xin Liu

  3. School of Information Science and Technology, Dalian Maritime University, Dalian, China

    Zhenyu Na

  4. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Wei Wang

  5. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Jiasong Mu

  6. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Baoju Zhang

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© 2020 Springer Nature Singapore Pte Ltd.

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Cite this paper

Wei, W., Suo, J., Liu, X. (2020). An Improved Interacting Multiple Model Algorithm Based on Switching of AR Model Set. In: Liang, Q., Liu, X., Na, Z., Wang, W., Mu, J., Zhang, B. (eds) Communications, Signal Processing, and Systems. CSPS 2018. Lecture Notes in Electrical Engineering, vol 516. Springer, Singapore. https://doi.org/10.1007/978-981-13-6504-1_56

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  • DOI: https://doi.org/10.1007/978-981-13-6504-1_56

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-13-6503-4

  • Online ISBN: 978-981-13-6504-1

  • eBook Packages: EngineeringEngineering (R0)

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