Learned Integrated Sensing Pipeline: Reconfigurable Metasurface Transceivers as Trainable Physical Layer in an Artificial Neural Network

Abstract The rapid proliferation of intelligent systems (e.g., fully autonomous vehicles) in today's society relies on sensors with low latency and computational effort. Yet current sensing systems ignore most available a priori knowledge, notably in the design of the hardware level, such that...

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Bibliographic Details
Main Authors: Philipp delHougne, Mohammadreza F. Imani, Aaron V. Diebold, Roarke Horstmeyer, David R. Smith
Format: Article
Language:English
Published: Wiley 2020-02-01
Series:Advanced Science
Subjects:
Online Access:https://doi.org/10.1002/advs.201901913