Page 195 - AI for Good-Innovate for Impact Final Report 2024

AI for Good-Innovate for Impact

Use case – 45: Digital twins for AI based xapps in open RAN for

smart agriculture in 5G 45 - OMACS

Country: India

Organization: OMACS Technocraft Solutions Pvt. Ltd.

Contact person: Dr. V. Udaya Sankar, uday@ omacs .in, udayasankar.v@srmap.edu.in

P. N. B. S. Eswar, eswar _panchakarla@ srmap .edu .in

P. Prudhvi Krishna, prudhvikrishna _pavuluri@ srmap .edu .in

45�1� Use case summary table

Domain Metaverse, 6G
The problem to be addressed One of the important problems to be solved in future
networks such as 5G and 6G is the opportunities for mone-
tization. To identify such opportunities, operators need to
study and experiment with several scenarios and arrive at
optimized solutions. This is applicable not only to connec-
tivity solutions but also to vertical applications such as in
agriculture and healthcare.
Key aspects of the solution In this use case, we create digital twins for running Artificial
Intelligence integrated xapps in open RAN based architec-
ture in a simulated environment. These would be tested and
validated in a Sandbox before deploying them in real world
environments.

Technology keywords AI, Digital Twins, Metaverse, 5G, 6G, OpenRAN, Xapps.
Data availability Public

Metadata (type of data) Multimodal data

Model Training and fine-tuning Models trained on Multi-modal data
Testbeds or pilot deployments Setup for ORAN xapp deployment: https:// github .com/
CrashingGuru/ FGAN -Build -a -thon/ blob/ main/ Docs/ Setup
%20for %20ORAN %20xapp %20deployment .pdf

45�2� Use-case description

45�2�1 Description

The use case titled “Digital twins for AI based xapps in open RAN for smart agriculture in 5G”
is a study on improving performance and efficiency of 5G and 6G networks. This increases the
credibility and confidence of operators in such applications.

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