Low-latency RFI Nulling and Multi-User Scaling for 5G and Radio Astronomy Coexistence

5G network operators are constantly under pressure from regulatory agencies who restrict the deployment of base stations (gNBs) close to incumbent services, such as radio astronomy services (RAS), to avoid interfering with them. Recent works for coexistence with RAS employ limited channel modeling approaches and use explicit out-of-band communication between the gNB and RAS. However, the strict latency requirements of 5G make explicit communications less desirable due to their overheads. Deploying gNBs close to RAS is also not yet supported. In this paper, we propose a proactive open-loop beamforming and interference nullification technique in which a gNB nullifies its downlink signal at a nearby RAS telescope while beamforming to its users (UEs). We estimate the gNB-RAS channel using raytracing on open-source terrain maps. We formulate a problem that maximizes the minimum rate for UEs under the constraint of maximum allowable interference power at the RAS and show that its time complexity scales cubically with the number of gNB antennas. Hence, we propose a heuristic solution that achieves 4 orders better latency and 100 dBW lower interference power than the max-min rate solution with similar sum rate on users. Our proposed solution consistently achieves less than -310 dBW interference power, even when the gNB-RAS distance is less than 1 km, satisfying international regulations, and is robust against moving users that vary in location and elevation.

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Publication Details

Published
2025-01-10
DOI
https://doi.org/10.1109/ccnc54725.2025.10976173
Citations
1
Primary Topic
Satellite Communication Systems
Type
article
Field-Weighted Citation Impact
4.99
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article

Low-latency RFI Nulling and Multi-User Scaling for 5G and Radio Astronomy Coexistence

Tiep M. Hoang, Hanif Rahbari, Siddharth Dongre, Alireza Vahid
1 citations
Satellite Communication Systems
4.99
article

Low-latency RFI Nulling and Multi-User Scaling for 5G and Radio Astronomy Coexistence

Tiep M. Hoang, Hanif Rahbari, Siddharth Dongre, Alireza Vahid
article en
1 citations

Abstract

5G network operators are constantly under pressure from regulatory agencies who restrict the deployment of base stations (gNBs) close to incumbent services, such as radio astronomy services (RAS), to avoid interfering with them. Recent works for coexistence with RAS employ limited channel modeling approaches and use explicit out-of-band communication between the gNB and RAS. However, the strict latency requirements of 5G make explicit communications less desirable due to their overheads. Deploying gNBs close to RAS is also not yet supported. In this paper, we propose a proactive open-loop beamforming and interference nullification technique in which a gNB nullifies its downlink signal at a nearby RAS telescope while beamforming to its users (UEs). We estimate the gNB-RAS channel using raytracing on open-source terrain maps. We formulate a problem that maximizes the minimum rate for UEs under the constraint of maximum allowable interference power at the RAS and show that its time complexity scales cubically with the number of gNB antennas. Hence, we propose a heuristic solution that achieves 4 orders better latency and 100 dBW lower interference power than the max-min rate solution with similar sum rate on users. Our proposed solution consistently achieves less than -310 dBW interference power, even when the gNB-RAS distance is less than 1 km, satisfying international regulations, and is robust against moving users that vary in location and elevation.

Rochester Institute of Technology (US)
Affordable and clean energy
Openalex Percentile: Top 6%
Satellite Communication Systems
4.99
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Low-latency RFI Nulling and Multi-User Scaling for 5G and Radio Astronomy Coexistence — Tiep M. Hoang, Hanif Rahbari, et al. · (2025) | TGRS Research Map | TGRS