Mobility Optimizer
In TrainingOptimizes handover parameters and mobility management to reduce dropped calls, ping-pong handovers, and unnecessary cell reselections. Currently in training with focus on high-speed mobility scenarios.
Version
v0.5.0
Department
RAN Optimization
Vendor
DarkNOC Internal
Certified
Not yet certified
Evaluation Scores
Composite Score
42%
Validates that generated commands are syntactically and semantically correct
Evaluates whether the action fits the current network context and conditions
Physics-based simulation of the expected outcome before execution
Verifies adherence to the Declarative Operational Intent Layer contract
Version History
Added velocity-aware handover timing. Progress toward Bronze threshold.
Improved prediction model. Still struggling with high-speed mobility.
Proof of concept. Handover prediction accuracy insufficient.
DOIL Contract Summary
Intent Class
mobility-optimization
Risk Level
highReview Cycle
N/A - In Training
Constraints
- Training mode only: no live network modifications
- Handover parameter suggestions require simulation validation
- Must account for inter-RAT mobility scenarios
- Cannot modify serving cell during active voice call
Production Readiness
Guardrails enforced
Simulation-only mode. No live network access.
Rollback tested
Not yet applicable. Agent in training phase.
Staged deployment proven
Not yet applicable. Agent in training phase.
Audit trail complete
Training logs available. Production audit trail not applicable.
Human review approved
Not yet submitted for review.