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Wireless Inference Gets Smarter: RIS-assisted Channel-Aware MIMO Decision Fusion

Abstract

We study channel-aware binary-decision fusion over a shared flat-fading channel with multiple antennas at the Fusion Center (FC). This paper considers the aid of a Reconfigurable Intelligent Surface (RIS) to effectively convey the information of the phenomenon of interest to the FC and foster energy-efficient data analytics supporting the Internet of Things (IoT) paradigm. We present the optimal rule and derive a (sub-optimal) joint fusion rule & RIS design, representing an alternative with reduced complexity and lower system knowledge required. Simulation results for performance are presented showing the benefit of RIS adoption even in a suboptimal case.

Category

Academic chapter/article/Conference paper

Language

English

Author(s)

Affiliation

  • Stevens Institute of Technology
  • University of Naples 'Federico II'
  • Italy
  • University of Cassino
  • Norwegian University of Science and Technology
  • SINTEF Energy Research / Gassteknologi

Year

2022

Publisher

IEEE (Institute of Electrical and Electronics Engineers)

Book

2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM)

Issue

2022

ISBN

978-1-6654-0633-8

Page(s)

26 - 30

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