Industrial Internet of Things
Enabling the next generation of IIoT applications and services
Industrial Internet of Things
These activities are carried out by developing software-based solutions for OSI layers 2 and above in the context of three primary fields of research:
- decentralized edge computing
- real-time system adaptation
- in-network computing and analysis
Vision
Enable next-generation IIoT applications, such as video streaming, immersive AR/VR, swarms of production robots, autonomous vehicles and their infrastructure and micro grids/sector coupling.
Mission
Rethink, develop, and validate IIoT systems that consolidate data processing, communication, and service automation.
Services
- Research aimed at new directions in the context of the Edge-Cloud continuum, in particular decentralized Edge.
- Support for the integration of decentralized data exchange in industrial environments via novel PubSub (Publish-Subscribe) approaches.
- Support of bandwidth-intensive IIoT applications, via the development of cognitive, AI/ML-based networking architectures.
- Training and education, such as hands-on workshops for edge computing and technical mentorship in the area of advanced IIoT systems.
Open-Source-Tools
TSMatch
Machine learning-based semantic matchmaking of IoT data sources and services
Automatic connection of IoT data sources and services through Machine Learning-based semantic matchmaking for faster integration of distributed IoT systems.
DetNetWiFi
Deterministic wireless industrial communication for real-time IoT and connected manufacturing
DetNetWiFi is a project focused on the integration of deterministic wireless mechanisms in manufacturing environments. The main purpose of the project is to…
Whitepaper
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fortiss research perspective
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Contact
fortiss Lab
Projects
Publications
- Latest Advances on Deterministic on Deterministic Wired/Wireless Industrial Networks Book "6G Connectivity-Systems, Technologies, and applications", River Publishers, USA, 2024. Details URL DOI BIB
- 6G visions for a sustainable and people-centric future - from communications to services, the CONASENSE perspective volume . River Publishers, USA, , River Publishers, USA, August 2023 edition, 2023. Details URL BIB
- Shaping the Future of IoT with Edge Intelligence - How Edge Computing Enables the Next Generation of IoT Applications volume . Book, River Publishers, USA, , Book, CONASENSE series edition, 2023. Details URL BIB
- Requirements for Reliable Wireless Industrial Services. Informational draft, IETF Reliable and Available Wireless Working Group IETF RAW, ():, 2023. Details URL BIB
- The EFPF Approach to Manufacturing Applications across Edge-Cloud Book Chapter, Shaping the Future of IoT with Edge Intelligence - How Edge Computing Enables the Next Generation of IoT Applications, River Publishers USA, 2023. Details URL BIB
- IoT Things to Service Matchmaking at the Edge Book chapter, Shaping the Future of IoT with Edge Intelligence - How Edge Computing Enables the Next Generation of IoT Applications, River Publishers, USA, 2023. Details URL BIB
- Dynamic, Context-Aware Cross-Layer Orchestration of Containerized Applications IEEE Access, ():, 2023. Details URL DOI BIB
- Fine Time Measurement based Time Synchronization for Multi-AP Wireless Industrial Environments In inProc. IEEE WiMob2023, 2023. IEEE. Details URL DOI BIB
- White Paper IoT and Crisis Preparedness - AIOTI FG Buildings and Communities AIOTI White paper, 2023. Details URL DOI BIB
- Fine Time Measurement based Time Synchronization for Multi-AP OFDMA Wireless Industrial Environments Master thesis, CIT, TUM, 2023. Details URL BIB
- Handbook – A Selection of Wireless Communications Technologies for Mechanical and Plant Engineering volume . VDMA Services GmbH, , edition, 2023. Details URL BIB
- An Analysis of Machine Learning-based Semantic Matchmaking In IEEE Access, Vol 11, 10.1109/ACCESS.2023.3259360. Mar 2023, 2023. IEEE. Details URL BIB
- An Analysis of ML-based Outlier Detection for Mobile Phone Trajectories inProc. MDPI Future Internet, ():, 2023. Details URL BIB
- Fine Time Measurement Based Synchronisation for Industrial Wireless/Wired Networks In inProc. IEEE WPMC2022, 2022. IEEE. Details URL DOI BIB
- Neue Standards erweitern deterministische drahtlose Produktionsinfrastructuren VDMA Future Manufacturing, 2022. Details URL BIB
- EU-IoT and OntoCommons Workshop Ontological interoperability, standardization recommendations discussion 2022. Details URL DOI BIB
- ML-based data classification and data aggregation on the edge MSc Thesis, CIT, TUM, 2022. Details URL BIB
- A Proposal for Time-Aware Scheduling in Wireless Industrial IoT Environments inProc. IEEE/IFIP NOMS 2022, ():, 2022. Details URL BIB
- An Evaluation of a Semantic Thing To Service Matching Approach in Industrial IoT Environments inProc. 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2022, pp. 433-438, doi: 10.1109/PerComWorkshops53856.2022.9767519. Pisa, Italy., ():, 2022. Details URL DOI BIB
- ML-based Data Classification and Data Aggregation on the Edge In CoNEXT-SW '21: Proceedings of the CoNEXT Student Wokshop, pages 21-22, 2021. ACM. Details URL DOI BIB
- A vision on Smart, Decentralised Edge Computing Research Directions EU-IoT white paper, ():, 2021. Details URL BIB
- The Internet-of-Things Open Source Ecosystem in 2021 White Paper 2021. Details URL BIB
- A Performance Analysis of Internet of Things Networking Protocols: Evaluating MQTT, CoAP, OPC UA MDPI Appl. Sci. 2021, 11(11), 4879; Highly Cited Paper Award, ():, 2021. Details URL DOI BIB
- IoT Thing To Service Semantic Matching In inProc IEEE Percom 2021 (Best PhD paper award), 2021. 2021 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops). Details URL DOI BIB
- A Review on Scaling Mobile Sensing Platforms for Human Recognition: Challenges and Recommendations for Future Research MDPI IoT, November 2020. https://doi.org/10.3390/iot1020025, ():, 2020. Details URL DOI BIB
- A Discussion on Context-awareness to Better Support the IoT Cloud/Edge Continuum IEEE Access, volume 8. DOI: 10.1109/ACCESS.2020.3032388, ():, 2020. Details URL BIB
- Information-centric Routing for Opportunistic Wireless Networks - draft-mendes-icnrg-dabber-05 IETF Network Working Group draft, experimental, ():, 2020. Details URL BIB
- Global Mobility Management for Next Generation Networks volume ISBN-13: 978-1-5275-4848-0, ISBN-10: 1-5275-4848-1. Cambridge Scholars, , 2020 Computer Science edition, 2020. Details URL BIB
- Leveraging Context-awareness to Better Support the IoT Cloud-Edge Continuum InProc. of The Fifth International Conference on Fog and Mobile Edge Computing (FMEC 2020). Paris, France, ():, 2020. Details URL DOI BIB
- Native OPC UA Handling and IEC 61499 PLC Integration within the Arrowhead Framework In 3RD IEEE International Conference on Industrial Cyber-Physical Systems, 2020. Details BIB
- Skill-Based Engineering in Industrial Automation Domain: Skills Modeling and Orchestration In 42nd International Conference on Software Engineering (ICSE) Companion, 2020. Details BIB
- Forwarding in Opportunistic Information-CentricNetworks: an Optimal Stopping Approach IEEE Communications Magazine, Volume 58, Issue 5, pp 56-61. 10.1109/MCOM.001.1900774., ():, 2020. Details URL BIB
- Mobile Pervasive Augmented Reality Systems - MPARS The Role of User Preferences in the Perceived Quality of Experience in Outdoor Applications ACM Transactions on Internet Technology, (Volume 20, Issue 1, Article 7):, 2020. Details URL DOI BIB
- An Analysis of Fog Computing Data Placement Algorithms In 2019. Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (EFIOT workshop) 2019. Details URL BIB
- TSNSCHED: Automated Schedule Generation for Time Sensitive Networking Details PDF BIB
- Mobility Management via Inference of Roaming Behavior In 2019. Proceedings of the IEEE 15th International Conference on Wireless and Mobile Communications (WiMob 2019), workshop on Selected Topics in Wireless and Mobile Computing (STWiMob2019). Details URL BIB