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ViTa-SLAM: Biologically-Inspired Visuo-Tactile SLAM

2019-04-11
Oliver Struckmeier, Kshitij Tiwari, Martin J. Pearson, Ville Kyrki

Abstract

In this work, we propose a novel, bio-inspired multi-sensory SLAM approach called ViTa-SLAM. Compared to other multisensory SLAM variants, this approach allows for a seamless multi-sensory information fusion whilst naturally interacting with the environment. The algorithm is empirically evaluated in a simulated setting using a biomimetic robot platform called the WhiskEye. Our results show promising performance enhancements over existing bio-inspired SLAM approaches in terms of loop-closure detection.

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URL

http://arxiv.org/abs/1904.05667

PDF

http://arxiv.org/pdf/1904.05667


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