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The Joint Adaptive Kalman Filter (JAKF) for Vehicle Motion State Estimation

This paper proposes a multi-sensory Joint Adaptive Kalman Filter (JAKF) through extending innovation-based adaptive estimation (IAE) to estimate the motion state of the moving vehicles ahead. JAKF views Lidar and Radar data as the source of the local filters, which aims to adaptively adjust the meas...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Gao, Siwei, Liu, Yanheng, Wang, Jian, Deng, Weiwen, Oh, Heekuck
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4970148/
https://ncbi.nlm.nih.gov/pubmed/27438835
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s16071103
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