High maneuvering target tracking using fuzzy fading memory

Mohamad Hasan Bahari, Asad Azemi, Naser Pariz, Said Khorashadi Zadeh, Seyed Mohsen Davarpanah

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In this paper, a new fuzzy fading memory (FFM) is developed in order to aid a modified input estimation (MIE) technique and enhance its performance in tracking high maneuvering targets. The MIE has been introduced recently and performs well in tracking low and medium maneuvering targets. However, due to some modeling errors, the accuracy of this tracker may be seriously degraded in presence of high maneuvers. To cope with this difficulty, an intelligent approach based on FFM is presented in this paper. Simulation results prove the efficiency of the proposed method in tracking high maneuvering targets.

Original languageEnglish (US)
Title of host publication2009 14th International CSI Computer Conference, CSICC 2009
Pages182-187
Number of pages6
DOIs
StatePublished - Dec 1 2009
Event2009 14th International CSI Computer Conference, CSICC 2009 - Tehran, Iran, Islamic Republic of
Duration: Oct 20 2009Oct 21 2009

Other

Other2009 14th International CSI Computer Conference, CSICC 2009
CountryIran, Islamic Republic of
CityTehran
Period10/20/0910/21/09

Fingerprint

Target tracking
Data storage equipment

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Control and Systems Engineering

Cite this

Bahari, M. H., Azemi, A., Pariz, N., Zadeh, S. K., & Davarpanah, S. M. (2009). High maneuvering target tracking using fuzzy fading memory. In 2009 14th International CSI Computer Conference, CSICC 2009 (pp. 182-187). [5349388] https://doi.org/10.1109/CSICC.2009.5349388
Bahari, Mohamad Hasan ; Azemi, Asad ; Pariz, Naser ; Zadeh, Said Khorashadi ; Davarpanah, Seyed Mohsen. / High maneuvering target tracking using fuzzy fading memory. 2009 14th International CSI Computer Conference, CSICC 2009. 2009. pp. 182-187
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abstract = "In this paper, a new fuzzy fading memory (FFM) is developed in order to aid a modified input estimation (MIE) technique and enhance its performance in tracking high maneuvering targets. The MIE has been introduced recently and performs well in tracking low and medium maneuvering targets. However, due to some modeling errors, the accuracy of this tracker may be seriously degraded in presence of high maneuvers. To cope with this difficulty, an intelligent approach based on FFM is presented in this paper. Simulation results prove the efficiency of the proposed method in tracking high maneuvering targets.",
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Bahari, MH, Azemi, A, Pariz, N, Zadeh, SK & Davarpanah, SM 2009, High maneuvering target tracking using fuzzy fading memory. in 2009 14th International CSI Computer Conference, CSICC 2009., 5349388, pp. 182-187, 2009 14th International CSI Computer Conference, CSICC 2009, Tehran, Iran, Islamic Republic of, 10/20/09. https://doi.org/10.1109/CSICC.2009.5349388

High maneuvering target tracking using fuzzy fading memory. / Bahari, Mohamad Hasan; Azemi, Asad; Pariz, Naser; Zadeh, Said Khorashadi; Davarpanah, Seyed Mohsen.

2009 14th International CSI Computer Conference, CSICC 2009. 2009. p. 182-187 5349388.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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T1 - High maneuvering target tracking using fuzzy fading memory

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AB - In this paper, a new fuzzy fading memory (FFM) is developed in order to aid a modified input estimation (MIE) technique and enhance its performance in tracking high maneuvering targets. The MIE has been introduced recently and performs well in tracking low and medium maneuvering targets. However, due to some modeling errors, the accuracy of this tracker may be seriously degraded in presence of high maneuvers. To cope with this difficulty, an intelligent approach based on FFM is presented in this paper. Simulation results prove the efficiency of the proposed method in tracking high maneuvering targets.

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Bahari MH, Azemi A, Pariz N, Zadeh SK, Davarpanah SM. High maneuvering target tracking using fuzzy fading memory. In 2009 14th International CSI Computer Conference, CSICC 2009. 2009. p. 182-187. 5349388 https://doi.org/10.1109/CSICC.2009.5349388