Network Deployment Analysis for 5G Planning

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Solution Overview

Problem

Current radio network design methods, reliant on propagation models like Okumura-Hata and ray tracing, face inaccuracies, especially in complex urban scenarios, due to varying propagation characteristics and limited model availability, leading to suboptimal cell deployment and antenna placement.

Innovation Solution

A network deployment analysis apparatus and method that evaluates potential cell deployments by performing signal measurements in legacy communication networks, using downlink measurements and link budget calculations to determine traffic absorption capability and coverage, facilitating more accurate radio network planning for 5G networks.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If propagation models like Okumura-Hata and ray tracing are used for network design, then planning can be performed without measurements, but the accuracy of coverage and capacity predictions deteriorates in complex urban scenarios

Engineering Contradiction:
Improvenetwork planning efficiencyVSAvoidcoverage prediction accuracy
Core Design Contradiction:
ProductivityVSMeasurement precision

Solution Approach 1:

The patent performs downlink measurements and link budget calculations in advance to establish traffic absorption capability values for different cell deployments. These preliminary measurements create a database of propagation characteristics that can be used for future network planning decisions, allowing accurate predictions without repeated measurements.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system uses measured traffic absorption capability values as feedback to evaluate and compare different cell deployment scenarios. The measurements provide real-world validation that feeds back into the network design process, allowing planners to adjust configurations based on actual propagation characteristics rather than relying solely on theoretical models.

Inventive Principle:
Principle #23Feedback

2Measurement precision

If propagation models are tuned for particular scenarios, then accuracy improves for those specific cases, but the complexity of selecting and tuning appropriate models increases

Engineering Contradiction:
Improvepropagation prediction accuracyVSAvoidmodel selection and tuning complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The system performs self-measurement of traffic absorption capability by having user equipment automatically measure downlink signals and report results. This eliminates the need for manual model tuning and selection, as the network itself gathers the necessary propagation data through standardized measurement procedures implemented at the device level.

Inventive Principle:
Principle #25Self-service

3Device complexity

If traditional planning tools are used with limited propagation models, then device complexity remains low, but the ability to accurately evaluate cell deployments in diverse environments deteriorates

Engineering Contradiction:
Improveplanning tool simplicityVSAvoiddeployment evaluation accuracy across environments
Core Design Contradiction:
Device complexityVSAdaptability or versatility

Solution Approach 1:

The patent introduces traffic absorption capability as a new evaluation parameter that quantifies the ability of different cell deployments to handle traffic demand. This parameter is calculated based on measured propagation characteristics and can be used universally across different deployment scenarios, providing a simple yet effective metric that adapts to various environments without requiring complex scenario-specific models.

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentEP3661249B1Measurement-based wireless communications network design
Publication Date: 2023.08.30 NOKIA SOLUTIONS & NETWORKS OY
  • EP3661249B1 patent drawingFigure 1
  • EP3661249B1 patent drawingFigure 2
  • EP3661249B1 patent drawingFigure 3

AI summary

According to an aspect, there is provided a network deployment analysis apparatus. It is assumed that information on a wireless communications network of first and second types are maintained in a database. The network deployment analysis apparatus causes performing downlink measurements on reference signals transmitted by one or more access nodes in the wireless communications network of the first type using a plurality of terminal devices in said network. In response to receiving information on results of the downlink measurements, the network deployment analysis apparatus calculates one or more values of traffic absorption capability associated with one or more potential cell deployments in a wireless communications network of the second type based on the received information and the information maintained in the database. The results of the calculating are outputted to a user device for facilitating network planning of the wireless communications network of the second type.