Engineering Safer BVLOS Operations
Turning airspace data into operational risk intelligence.
A BVLOS risk-assessment and airspace-analysis framework combining ADS-B traffic, geospatial data, operational risk factors, and FAA ASSURE research to support safer UAS integration into the NAS.
Client
Embry-Riddle AARD Lab / FAA ASSURE
Year
2025–Now
Industry
UAS / Aviation Safety / Airspace Integration
Turnaround time
BVLOS, FAA ASSURE, ADS-B, NAS, H3, Traffic Density, Conspicuity, Collision Risk, Terrain-Normalized Altitude, Airspace Integration, Operational Risk, Decision Support
The Challenge
Routine BVLOS requires more than knowing where the UAS intends to fly.
Operators and regulators need a clearer picture of the surrounding environment: existing UAS activity, crewed-aircraft traffic, aerodromes, controlled airspace, authorization limits, population exposure, and the likelihood of aircraft–UAS encounters.
FAA ASSURE A83 addresses this broader gap by developing empirical insight into UAS traffic behavior, regulatory compliance, forecasting, and collision risk across the NAS.
My Work
My work spans BVLOS risk assessment, airspace analytics, geospatial decision support, and FAA ASSURE research, including analysis involving:
Remote ID
ADS-B
UAS traffic characteristics
aerodrome proximity
LAANC / UAS Facility Map context
operational and regulatory risk
GIS-based analysis
air and ground risk considerations
traffic-density characterization
aircraft–UAS encounter analysis
data fusion and decision-support concepts
The public program integrates Remote ID with supporting datasets including air traffic, registrations, airspace metrics, GIS information, weather, LAANC, UASFM, and other aviation datasets.
The Direction
A major focus is moving beyond static risk assessment toward risk-informed operational awareness.
Publicly described next-stage work includes fusion of Remote ID and ADS-B telemetry to identify potential encounters, followed by higher-fidelity analysis of trajectory geometry, separation, and encounter evolution.
What It Means
The objective is not simply to visualize more aviation data.
It is to turn fragmented information into a better answer to:
What is actually operating around this UAS, what risk does it create, and what should that mean for the operation?
NDA / Disclosure Note
Selected technical details, datasets, methodologies, and ongoing research activities are intentionally omitted due to project confidentiality and research restrictions.
Interested in the work?
Let’s talk about BVLOS, airspace risk, and UAS integration.










