Mobile Robot Localization Based on Gradient Propagation Particle Filter Network

In order to solve the problem that the gradient information can’t propagate backward due to the non-differentiability of resampling process in the end-to-end training of Differentiable Particle Filters (DPFs) network model, a particle filter network with gradient propagation is proposed i...

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Auteurs principaux: Heng Zhang, Jiemao Wen, Yanli Liu, Wenqing Luo, Naixue Xiong
Format: article
Langue:EN
Publié: IEEE 2020
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Accès en ligne:https://doaj.org/article/063ce98188f84191bb67566055a282ff
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