Applying NovaGenesis: A service-oriented, self-organizing, and programmable IoT architecture for LoRa and Wi-Fi-based environmental monitoring
Применение NovaGenesis: сервисно-ориентированная, самоорганизующаяся и программируемая архитектура Интернета вещей для экологического мониторинга на основе LoRa и Wi-Fi
2026-01-10
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Environmental monitoringLoRa LPWANNovaGenesis IoT architectureSelf-organizing IoTWi-Fi IoT connectivity
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Abstract (AI)
This work integrates NovaGenesis (NG), a clean-slate IoT architecture, with LoRa technology within low-power wide-area networks (LPWAN), extending previous efforts on NG connectivity with Wi-Fi. The research aims to update the embedded version of NG and develop devices for seamless LoRa and Wi-Fi IoT operation. It evaluates NG’s performance on LoRa and Wi-Fi, focusing on throughput, delay, and packet loss. Despite LPWAN limitations, the results show that the NG deployment is feasible, validating its self-organizing IoT life cycle to maintain service continuity between an ESP-32 and a data client. Performance meets the needs of IoT applications in agribusiness, logistics, and smart monitoring. In addition, a 24-hour environmental monitoring experiment was conducted in Santa Rita do Sapucaí(SRS), Minas Gerais, Brazil, where a commercial weather station was modified to integrate NG, allowing accurate collection of temperature, humidity, atmospheric pressure, wind conditions, solar radiation and UV index. The results met expected diurnal patterns in SRS, proving the reliability and precision of the sensors and communication infrastructure. This solution overcomes common IETF IoT stack limitations in devices naming, information provenance, entities identification, programmability via digital twins, programmability, services and devices self-organization, and trust formation, offering a robust platform for varied IoT scenarios in LPWAN environments. These are the key benefits of applying NovaGenesis for LoRa and Wi-Fi-based environmental monitoring.
Key Findings
1
A 24-hour environmental monitoring deployment in Santa Rita do Sapucaí accurately collected temperature, humidity, atmospheric pressure, wind, solar radiation, and UV-index data, reproducing expected diurnal patterns.
2
NovaGenesis was integrated with LoRa LPWAN and Wi-Fi, including an updated embedded implementation and devices supporting seamless operation across both technologies.
3
Performance evaluation measured throughput, delay, and packet loss, showing that NovaGenesis deployment remains feasible despite LPWAN limitations and supports service continuity between an ESP-32 and data client.
4
The architecture addresses limitations of conventional IETF IoT stacks through naming, provenance, entity identification, digital-twin programmability, self-organization, and trust-formation capabilities.
5
The measured performance satisfies IoT application requirements identified for agribusiness, logistics, and smart monitoring.
Research Object
NovaGenesis-enabled LoRa and Wi-Fi environmental monitoring system, including ESP-32 devices and an integrated weather station
Research Subject
Communication performance and self-organizing service continuity, along with the accuracy and reliability of environmental measurements
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2026-01-10
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