Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach
2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)(2021)
摘要
This work studies a real-time environment monitoring scenario in the industrial Internet of things, where wireless sensors proactively collect environmental data and transmit it to the controller. We adopt the notion of risk-sensitivity in financial mathematics as the objective to jointly minimize the mean, variance, and other higher-order statistics of the network energy consumption subject to th...
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关键词
5G and beyond,industrial IoT,smart factory,federated learning (FL),age of information (AoI),extreme value theory (EVT)
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