RetroWoT: A Method to Integrate Brownfield Devices in the Web of Things

We present RetroWoT, an approach that automates the integration of brownfield Internet of Things (IoT) devices into the Web of Things (WoT).RetroWoT composes Thing Descriptions (TDs) as interface description specifications for the WoT from device-specific information.For the generation of TDs, our approach leverages discovery methods within IoT networks for device-information gathering, Semantic Web technologies for information alignment across IoT protocols, and service specifications from IoT standards developing organizations (SDOs) to increase semantic richness.We evaluated our approach's validity and performance through empirical studies and an implementation of the ZigBee and Bluetooth Low Energy (BLE) IoT protocols.Our experiments show that RetroWoT enables the generation of TDs for all ZigBee and service discovery enabled BLE-based devices.Enriching a TD with services from the Bluetooth and ZigBee SDOs improves the descriptive richness in up to 73% of all services in our experiment.Furthermore, our analysis of RetroWoT's implementation shows that the method scales linearly with the number of services provided by an IoT device and generates a TD within 7 seconds on average per device.With this approach, we support the adoption of the Web of Things by facilitating the creation, combination, and exploration of large-scale Web of Things-based systems.

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Published
2024-11-19
DOI
https://doi.org/10.1145/3703790.3703799
Primary Topic
Mobile Crowdsensing and Crowdsourcing
Type
article
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article

RetroWoT: A Method to Integrate Brownfield Devices in the Web of Things

Andreas Harth, Michael Freund, Rene Dorsch, Kiara Marnitt Ascencion Arevalo
Mobile Crowdsensing and Crowdsourcing
article

RetroWoT: A Method to Integrate Brownfield Devices in the Web of Things

Andreas Harth, Michael Freund, Rene Dorsch, Kiara Marnitt Ascencion Arevalo
article en

Abstract

We present RetroWoT, an approach that automates the integration of brownfield Internet of Things (IoT) devices into the Web of Things (WoT).RetroWoT composes Thing Descriptions (TDs) as interface description specifications for the WoT from device-specific information.For the generation of TDs, our approach leverages discovery methods within IoT networks for device-information gathering, Semantic Web technologies for information alignment across IoT protocols, and service specifications from IoT standards developing organizations (SDOs) to increase semantic richness.We evaluated our approach's validity and performance through empirical studies and an implementation of the ZigBee and Bluetooth Low Energy (BLE) IoT protocols.Our experiments show that RetroWoT enables the generation of TDs for all ZigBee and service discovery enabled BLE-based devices.Enriching a TD with services from the Bluetooth and ZigBee SDOs improves the descriptive richness in up to 73% of all services in our experiment.Furthermore, our analysis of RetroWoT's implementation shows that the method scales linearly with the number of services provided by an IoT device and generates a TD within 7 seconds on average per device.With this approach, we support the adoption of the Web of Things by facilitating the creation, combination, and exploration of large-scale Web of Things-based systems.

Friedrich-Alexander-Universität Erlangen-Nürnberg (DE), Georg Simon Ohm University of Applied Sciences Nuremberg (DE), Fraunhofer Center for Applied Research on Supply Chain Services (DE), Fraunhofer Institute for Integrated Circuits (DE)
Openalex Percentile: Top 69%
Mobile Crowdsensing and Crowdsourcing
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RetroWoT: A Method to Integrate Brownfield Devices in the Web of Things — Andreas Harth, Michael Freund, et al. · (2024) | TGRS Research Map | TGRS