MIMO-RIC: RAN Intelligent Controller for MIMO xApps

The adoption of MIMO technology in wireless networks enhances spectral efficiency and enables novel functionalities such as wireless sensing and localization. These functionalities can be enabled by Open-RAN architecture to provide high computation, memory, and data-driven inference through a RAN Intelligent Controller (RIC). However, existing RICs focus mainly on higher network layers and lack essential PHY layer functionalities for MIMO. We present MIMO-RIC, an open-source RAN intelligent controller tailored for MIMO applications. We enable the streaming of extensive 3D wireless channel measurements across antennas, subcarriers, and time, from RAN to MIMO-RIC to develop various MIMO apps like beamforming and localization. We implemented MIMO-RIC on the srsRAN open-source platform using ZeroMQ messaging system for efficient, low-latency communication. Our over-the-air experiment setup consisting of USRP radios and commercial user equipment demonstrates effective jammer monitoring, nulling, and user localization applications.

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Publication Details

Published
2024-12-04
DOI
https://doi.org/10.1145/3636534.3701548
Citations
2
Primary Topic
Advanced MIMO Systems Optimization
Type
article
Field-Weighted Citation Impact
0.42

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article

MIMO-RIC: RAN Intelligent Controller for MIMO xApps

S. Jonnavithula, Dinesh Bharadia, Ish Kumar Jain
2 citations
Advanced MIMO Systems Optimization
0.42
article

MIMO-RIC: RAN Intelligent Controller for MIMO xApps

S. Jonnavithula, Dinesh Bharadia, Ish Kumar Jain
article en
2 citations

Abstract

The adoption of MIMO technology in wireless networks enhances spectral efficiency and enables novel functionalities such as wireless sensing and localization. These functionalities can be enabled by Open-RAN architecture to provide high computation, memory, and data-driven inference through a RAN Intelligent Controller (RIC). However, existing RICs focus mainly on higher network layers and lack essential PHY layer functionalities for MIMO. We present MIMO-RIC, an open-source RAN intelligent controller tailored for MIMO applications. We enable the streaming of extensive 3D wireless channel measurements across antennas, subcarriers, and time, from RAN to MIMO-RIC to develop various MIMO apps like beamforming and localization. We implemented MIMO-RIC on the srsRAN open-source platform using ZeroMQ messaging system for efficient, low-latency communication. Our over-the-air experiment setup consisting of USRP radios and commercial user equipment demonstrates effective jammer monitoring, nulling, and user localization applications.

Rensselaer Polytechnic Institute (US), University of California San Diego (US)
U.S. Department of Defense
Affordable and clean energy
Openalex Percentile: Top 36%
Advanced MIMO Systems Optimization
0.42
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