VR and AR for 5G Equipment Replacement and Commissioning Training

Relevant case studies

Blog post: 06/11/2026 4:31 pm

Author: Spark Team

VR and AR for 5G Equipment Replacement and Commissioning Training

The rollout and evolution of 5G infrastructure requires field teams to install, replace and commission increasingly sophisticated equipment across towers, rooftops, street-level sites and customer premises.

Every hardware programme introduces another learning requirement. Engineers need to recognise new equipment, understand connection sequences, interpret status information and follow the network operator's approved installation and commissioning procedure.

Bespoke Virtual Reality (VR) and Augmented Reality (AR) can create a continuous training system: practise the task virtually before deployment, then access contextual guidance while performing the real installation.

Training Before New Hardware Reaches Every Engineer

Traditional rollout training can require demonstration equipment, classrooms and instructor availability.

A VR model creates the possibility of distributing an interactive representation of new 5G hardware to engineers before they encounter it at a live site.

The trainee can examine components at full scale, identify interfaces and practise the installation procedure.

A Training Sequence Could Include:

1. Confirming the work order.

2. Identifying the correct equipment.

3. Inspecting the site configuration.

4. Following the approved isolation or preparation sequence where required.

5. Removing the specified component.

6. Positioning the replacement.

7. Making simulated fibre, power or data connections.

8. Checking configuration.

9. Following commissioning steps.

10. Recording completion evidence.

Learning Connection Sequences

Modern telecommunications hardware can contain multiple visually similar interfaces.

VR can reinforce the correct sequence by requiring the engineer to identify and connect each component rather than simply watching somebody else perform the procedure.

An incorrect connection can trigger an explanation or simulated equipment fault. Assessment mode could instead record the error without providing assistance.

AR Installation Overlays

AR becomes valuable when engineers begin installing the physical equipment.

Nokia, for example, describes an AR capability for its 5G fixed-wireless receiver that allows technicians to visualise the radio in relation to its planned location to help determine installation positioning.

The same underlying principle can be extended through bespoke applications.

An operator-specific AR system might display:

• planned equipment position;

• component identification;

• connection guidance;

• installation sequence;

• commissioning instructions;

• test requirements;

• completion checklists.

Reducing Installation Variation

Large rollout programmes may involve engineers from multiple teams and contractors.

Even when everybody receives the same documentation, interpretation can vary.

VR provides a common interactive training reference. AR provides a common field reference.

This can help establish a consistent operating model across a geographically distributed workforce.

Training for Incorrect or Unexpected Conditions

A good simulation does not need to present only a perfect installation.

Engineers could encounter:

• incorrect hardware;

• missing components;

• damaged connectors;

• unexpected site configuration;

• incorrect labelling;

• failed commissioning checks.

The trainee must decide whether to correct, investigate or escalate the problem according to procedure.

Commissioning as an Interactive SOP

Commissioning is an especially strong use case because it often follows a defined sequence.

A VR application can require engineers to complete the sequence in order and interpret simulated status information. The system can measure skipped stages and incorrect responses.

AR could subsequently present the commissioning checklist beside the real asset so the engineer is not relying on memory alone.

Updating Training as Equipment Evolves

A bespoke platform also creates a reusable foundation.

When hardware, firmware or procedures change, new equipment models or workflow stages can potentially be introduced into the training ecosystem.

This is particularly valuable in telecommunications, where infrastructure generations overlap and engineers may need to work on several hardware variants.

Building Around the Network Operator's Own SOP

Spark only offers bespoke immersive solutions.

A 5G project would therefore begin with the client's actual hardware, procedures, training requirements and field workflow.

Equipment could be modelled in 3D, environments recreated digitally and the approved SOP converted into interactive stages and decision points.

Assessment data could be included where organisations need evidence that engineers have completed or passed particular modules.

The Business Case

The value of VR and AR in 5G deployment is ultimately operational.

Potential benefits include:

• faster familiarisation with new equipment;

• less dependence on physical demonstration hardware;

• more repeatable training;

• fewer installation-sequence errors;

• better commissioning consistency;

• reduced repeat visits;

• quicker access to specialist support.

Conclusion

5G network evolution means training cannot be a one-off event. Field engineers need to keep adapting as new hardware and procedures are introduced.

Bespoke VR allows teams to practise equipment replacement and commissioning before deployment. Bespoke AR can bring approved procedures and installation information into the field.

Together, they offer a scalable way to connect product training with real operational performance.

To explore a bespoke 5G installation, replacement or commissioning training solution, contact Spark Emerging Technologies.

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