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Scalable Coordinated Learning for H2M/R Applications over Optical Access Networks (Invited)

Sourav Mondal, Elaine Wong

Year
2025
Access
Open access

Abstract

One of the primary research interests adhering to next-generation fiber-wireless access networks is human-to-machine/robot (H2M/R) collaborative communications facilitating Industry 5.0. This paper discusses scalable H2M/R communications across large geographical distances that also allow rapid onboarding of new machines/robots as $\sim72\%$ training time is saved through global-local coordinated learning.

Keywords

cs.NIcs.AI

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