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Vision-language model guides online calibration of an electromagnetic digital twin
US & West ·
A demo on a Unitree G1 robot and NVIDIA Sionna uses a vision-language model to classify materials and set conductivity priors, while gradient descent refines them from received signal strength measurements. Online waypoint planning picks the next measurement location, cutting initialization sensitivity and travel costs.
Why it matters
Illustrates how online calibration against measurements and smart measurement planning improve digital twin accuracy in changing environments.
Original headline
Demo: Vision-Language Model-Guided Online Calibration of an Electromagnetic Digital Twin
arXiv:2610.31864v1 Announce Type: new Abstract: Existing stealthy attacks presuppose white- or grey-box access to the target system, unrealistic in practice. This paper develops a model-free stealthy attack framework that learns an attack policy directly from nominal measurement data, without…
Wireless digital twins (DTs) are increasingly integrated with artificial intelligence to support online modeling, prediction, and network optimization. However, most existing approaches perform adaptation within predefined learning or optimization structures, which may become unsuitable when…