Most fleets do not run one telematics system; they run several, and each one keeps its data behind its own...
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Blog
Jun 15, 2025 Resolute Dynamics
How 5G NR Powers High-Frequency Vehicle Sensor Data
A modern vehicle generates far more sensor data than older networks could ever move in real time. Cameras, lidar, radar,...
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Data Capture Redundancy in Safety-Critical Vehicles
In a safety-critical vehicle system, the data a decision rests on cannot depend on a single sensor, wire, or processor...
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Driver Biometric Data Capture for Fleet Safety
Driver biometric data capture uses a driver's physical and physiological signals, such as eye movement, facial cues, and heart rate,...
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How to Detect GNSS Spoofing in Fleet Tracking Systems
A fleet's location data is only useful if it is true, and GNSS spoofing exists to make it false. Spoofing...
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How to Capture Battery Data From Your Electric Fleet
The data that runs an electric fleet sits inside each battery, and by default it stays there. The Battery Management...
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Building Vehicle Digital Twins from Fleet Sensor Data
A vehicle digital twin is a continuously-synchronized virtual replica of a physical vehicle, built from live sensor data and updated...
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LoRaWAN vs NB-IoT for Fleet Asset Tracking
A Low-Power Wide-Area Network (LPWAN) is a class of wireless network that trades data rate for range and battery life,...
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UN R155 Cybersecurity: What Commercial Fleets Must Know
UN Regulation No. 155 is a manufacturer type-approval regulation, not a direct obligation on fleet operators, but it governs the...
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Fleet Telemetry Streaming Architecture: Kafka & Kinesis
A real-time streaming architecture ingests high-volume vehicle telemetry as a continuous, ordered stream of events and delivers it to processing...
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Private 5G & LTE Networks for Port & Industrial Fleets
A private LTE or 5G network is a dedicated cellular network confined to a single site, and it gives a...
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Fleet Data Sovereignty: Cross-Border Vehicle Data Rules
Fleet data is subject to the laws of every jurisdiction it is collected in and moves through, so a connected...
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How AI Classifies Road Types for Context-Aware Speed Control
Context-aware speed control depends on one upstream decision: what kind of road the vehicle is actually on. AI road-type classification...
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Vehicle Control System Data in Fleet Crash Investigations
When a commercial vehicle is involved in a crash, the most objective witness is often the vehicle itself. Post-incident forensic...
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Telematics Interoperability: Standards, APIs & Open Data
Telematics platform interoperability is the ability of platforms and vehicles from different manufacturers to exchange data through common standards and...
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Satellite Fallback for Fleet Telematics in Remote Operations
About 85% of Earth's surface has no terrestrial cellular coverage, which is why fleets operating beyond the cell network increasingly...
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API Design Best Practices for Telematics Platform Integrations
Telematics API design rests on eight decision areas: data modeling, integration patterns, authentication, webhook delivery, reliability, scale, versioning, and interoperability....
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Event-Driven vs Continuous Data Capture for Fleets
Continuous data capture samples a sensor on a fixed time interval, while event-driven data capture records only when a trigger...
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Vehicle Data Capture Architecture for Heterogeneous Fleets
A vehicle data capture architecture is the layered system that acquires, transmits, decodes, normalizes, stores, and serves vehicle data from...
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Graduated Intervention Strategies: From HMI Alerts to Hard Speed Limits
TL;DR: Graduated intervention in fleet speed governance uses a stepped approach instead of a simple on/off limiter. You start with...
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