The Pre-Escalation Window
A comparative decision-intelligence study of pre-escalation windows in terrestrial microwave backhaul and LEO/NTN — simulated networks, no operator data.
Read Paper →Research
Publications
Every paper AID Edge Inc. has published, in one dated archive. Product-operational papers are published on Velorona.ai/resources and cross-linked here, not duplicated.
Network Operations & Telecom
AID Edge Telecom Reliability Engineering Doctrine (TRED)
Defines how operational reliability decisions are governed across existing telecom networks, including 4G, 5G, and Hybrid RAN-Core environments.
Read Paper →Beyond the False Calm: A Layered Framework for Decision Intelligence in Modern Network Operations Centers
Presents a layered framework for decision intelligence in network operations centers, using SINR as an early operational indicator and defining a set of decision-confidence states designed to help operators act on early signals before they escalate.
Read Paper →The Role of Standards in Telecom Optimization Using AI
Reviews how established standards bodies — 3GPP, ETSI MEC, and NIST — inform the use of AI in telecom network optimization, and why standards alignment matters as AI becomes part of operational decision-making.
Read Paper →Predictive Maintenance for LoRa: A Hybrid Telemetry Framework
Presents a hybrid telemetry framework for predictive maintenance in LoRa networks, combining rule-based methods with machine learning — including SNR/RSSI-based features and models such as LSTM and logistic regression — to help detect early signs of network degradation.
Read Paper →Satellite & NTN
Why AI, Satellites, and Telecom Are Rewriting the Physics of Profit
Technical commentary on the economics of AI-driven satellite and telecom infrastructure.
Read Paper →Software-Defined Satellites: A Technological Breakthrough
Reviews the architectural shift toward software-defined satellites, covering software-defined radios and adaptive network management, and what these changes mean for global connectivity infrastructure.
Read Paper →5G + Satellite: The Future of Connectivity
Reviews how 5G and satellite networks are converging, and the role machine learning plays in optimizing performance across combined terrestrial and non-terrestrial infrastructure.
Read Paper →Satellite Technology: Innovations and Future Trends in Global Connectivity
Surveys satellite orbit classes (GEO, MEO, LEO, HEO) and their tradeoffs, and reviews technology trends including software-defined satellites, mega-constellations, CubeSats, satellite–5G integration, and satellite frequency bands.
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