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Methods and apparatuses for feature-driven machine-to-machine communications

專利號(hào)
US10785681B1
公開日期
2020-09-22
申請(qǐng)人
Yiqun Ge; Wuxian Shi; Wen Tong; Qifan Zhang(CN Shenzhen)
發(fā)明人
Yiqun Ge; Wuxian Shi; Wen Tong; Qifan Zhang
IPC分類
H04L29/06; H04W28/06; G06K9/62; H04W4/70; G06N3/04; G06N3/08; H04W84/04
技術(shù)領(lǐng)域
may,dnn,arrow,bs,encoder,be,decoder,sensors,feature,sensor
地域: Ottawa

摘要

Methods and apparatuses for feature-driven machine-to-machine communications are described. At a feature encoder, features are extracted from sensed raw information, to generate features that compress the raw information by a compression ratio. The feature encoder implements a probabilistic encoder to generate the features, each feature providing information about a respective probability distribution that each represents one or more aspects of the subject. The probabilistic encoder is designed to provide a compression ratio that satisfies a predetermined physical channel capacity limit for a transmission channel. The features are transmitted over the transmission channel.

說明書

R ? N ) · ln ? ( q θ ? ( S ? L , R ? N ) p ? ? ( S ? L , R ?

權(quán)利要求

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