Optimization of field-testing protocols for 5G NR and LTE networks across diverse geographies

The 5G NR and LTE networks' evolution has added unprecedented complexities in field testing since the propagation scenarios, deployment patterns, and implementation-specific modelling (beamforming, carrier aggregation, and dynamic spectrum sharing) are different. Existing field-testing frameworks are challenged by scalability, efficiency, and regional adaptability. This review examines how it is possible to optimize field-testing protocols in various geographies that include AI-enhanced orchestration, UAV-based testing environment, real-time detection of anomalies, as well as cross-layer analytics. The major technical gaps are found in latency-aware measurement, test automation, and multi-technology harmonization. The review finishes with a list of priorities to be met in the future that will enhance the coverage, efficiency, and regulatory compliance in heterogeneous deployment scenarios.

Authors

Publication Details

Journal
International Journal of Science and Research Archive
Published
2025-08-30
DOI
https://doi.org/10.30574/ijsra.2025.16.3.2487
Primary Topic
Advanced MIMO Systems Optimization
Type
article
Field-Weighted Citation Impact
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article

Optimization of field-testing protocols for 5G NR and LTE networks across diverse geographies

Kranthi Kiran Kusuma
International Journal of Science and Research Archive
Advanced MIMO Systems Optimization
article

Optimization of field-testing protocols for 5G NR and LTE networks across diverse geographies

Kranthi Kiran Kusuma
article en

Abstract

The 5G NR and LTE networks' evolution has added unprecedented complexities in field testing since the propagation scenarios, deployment patterns, and implementation-specific modelling (beamforming, carrier aggregation, and dynamic spectrum sharing) are different. Existing field-testing frameworks are challenged by scalability, efficiency, and regional adaptability. This review examines how it is possible to optimize field-testing protocols in various geographies that include AI-enhanced orchestration, UAV-based testing environment, real-time detection of anomalies, as well as cross-layer analytics. The major technical gaps are found in latency-aware measurement, test automation, and multi-technology harmonization. The review finishes with a list of priorities to be met in the future that will enhance the coverage, efficiency, and regulatory compliance in heterogeneous deployment scenarios.

International Journal of Science and Research ArchiveVol. 16(3)
Openalex Percentile: Top 77%
Advanced MIMO Systems Optimization
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