F6conditional

Cost Efficiency Validation

Is the network spending energy and OpEx on capacity that is actually being used and delivered?

Law I: Capacity Scarcity

If Absent

Energy optimisation actions are applied without subscriber impact validation. Cell sleeping may degrade coverage in occupied areas. CapEx planning rests on traffic models that are not ground-truth verified.

At L4 — Autonomous Networks

energy-optimisation-validator

Energy and cost optimisation decisions are validated in real time against delivered quality. Autonomous cell sleeping, carrier aggregation adjustments, and RAN sharing decisions are constrained by continuous F6 feedback.

Tool Coverage

●Full

active monitoring

◑Partial

passive probe

◑Partial

drive test

○None

crowdsourced

○None

cem

Tools That Serve This Function

Use Cases This Function Enables