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- W3217021805 abstract "In this chapter, we investigate the smart factory use case in the scenario of industrial IoT, focusing on the connectivity aspect. First, through reviewing the connectivity requirements and related standards, we illustrate the insufficiency of existing techniques in meeting the expectations of smart factories and the necessity of tailoring connectivity solutions. Then, we design a novel medium access control protocol, which features grant-free distributed channel access, to support high device density and low communication latency with low communication overhead. We further propose a deep neural network-assisted centralized approach to configure the protocol parameters and schedule transmission opportunities for all devices. Combining the customized protocol and the AI-assisted scheduling, our design demonstrates promising potentials for smart factories by simultaneously enabling massive connections and millisecond-level delay for high priority devices." @default.
- W3217021805 created "2021-12-06" @default.
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- W3217021805 date "2021-01-01" @default.
- W3217021805 modified "2023-09-27" @default.
- W3217021805 title "Industrial Internet of Things: Smart Factory" @default.
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- W3217021805 doi "https://doi.org/10.1007/978-3-030-88743-8_2" @default.
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