Industrial Internet of Things
Entwicklung der nächsten Generation von IIoT-Anwendungen und -Diensten
Industrial Internet of Things
Diese Aktivitäten werden durch die Entwicklung softwarebasierter Lösungen für die OSI-Schichten 2 und höher im Rahmen von drei primären Forschungsbereichen durchgeführt:
- dezentrales Edge Computing
- Systemanpassung in Echtzeit
- in-network Berechnung und Analyse
Vision
Ermöglichung von IIoT-Anwendungen der nächsten Generation, z. B. Videostreaming, immersive AR/VR, Schwärme von Produktionsrobotern und autonome Fahrzeuge durch die Entwicklung flexibler, kognitiver IoT-Netzwerke und Rechenarchitekturen.
Mission
Überdenken, entwickeln und validieren Sie IIoT-Systeme, die Datenverarbeitung, Kommunikation und Serviceautomatisierung konsolidieren.
Angebote
- Forschung, die auf neue Richtungen im Zusammenhang mit dem Edge-Cloud-Kontinuum abzielt, insbesondere das dezentralisierte Edge.
- Unterstützung für die Integration des dezentralen Datenaustauschs in industriellen Umgebungen durch neuartige PubSub (Publish-Subscribe) Ansätze.
- Unterstützung von bandbreitenintensiven IIoT-Anwendungen durch die Entwicklung kognitiver, KI/ML-basierter Netzwerkarchitekturen.
- Schulung und Ausbildung, z. B. praktische Workshops für Edge Computing und technisches Mentoring im Bereich der fortgeschrittenen IIoT-Systeme.
Open-Source-Tools
TSMatch
Machine-Learning-gestütztes semantisches Matchmaking von IoT-Datenquellen und -Diensten
Automatische Verbindung von IoT-Datenquellen und -Diensten durch Machine Learning-basiertes semantisches Matchmaking für eine schnellere Integration verteilter IoT-Systeme.
DetNetWiFi
Deterministische drahtlose Industriekommunikation für Echtzeit-IoT und vernetzte Fertigung
DetNetWiFi fokusiert sich auf die Integration von deterministischen drahtlosen Mechanismen in industrielle Umgebungen. Das Hauptziel des Projekts ist die…
Whitepaper
fortiss research perspective
Kontakt
fortiss Lab
Projekte
Publikationen
- 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