Resources
Publications
Product-operational and validation-focused research. Company-level research and standards commentary is published on AID Edge Inc./research/publications instead.
All Publications
Beyond the False Calm: A Layered Framework for Decision Intelligence in Modern Network Operations Centers
January 2026
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 the publication →Predictive Maintenance for LoRa: A Hybrid Telemetry Framework
January 2025
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.
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