Multimodal Sensing

Force • Tactile • Thermal

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Multimodal Sensing


Robotic systems rely on perception to understand and safely interact with the physical world. However, no single sensing modality can fully capture the complexity of real-world environments. My research investigates how complementary sensory information can be integrated to improve robotic understanding, decision-making, and autonomy in complex tasks.

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