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TacCompress: A Benchmark for Multi-Point Tactile Data Compression in Dexterous Hand

Description

Though robotic dexterous manipulation has progressed substantially recently, challenges like in-hand occlusion still necessitate fine-grained tactile perception, leading to the integration of more tactile sensors into robotic hands. Consequently, the increased data volume imposes substantial bandwidth pressure on signal transmission from the hand's controller. However, the acquisition and compression of multi-point tactile signals based on the dexterous hands' physical structures have not been t

Source

http://arxiv.org/abs/2505.16289v2