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Jan, 2023
深度学习驱动任务导向通信中的信息时代
Age of Information in Deep Learning-Driven Task-Oriented Communications
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Yalin E. Sagduyu, Sennur Ulukus, Aylin Yener
TL;DR
研究了任务导向通信中年龄的概念,使用编码器-解码器对进行数据传输和任务执行,在不同深度神经网络上测试,提出了任务信息的峰值年龄概念,并通过调整通道使用数量来降低这一因素。
Abstract
This paper studies the notion of age in
task-oriented communications
that aims to execute a task at a receiver utilizing the data at its transmitter. The transmitter-receiver operations are modeled as an
encoder-decoder
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