Advancing 6G-RAN through multi-technology, multi-sensor fusion, multi-band and multi-static perception

Europe
Joined January 2025
MultiX Deliverable D2.2 is live on Zenodo! ๐Ÿš€๐Ÿ“ก It delivers our refined architecture for #6G #ISAC: ๐Ÿ”น5G/6G&Wi-Fi sensor fusion ๐Ÿ”นDecoupled mobility&predictive pre-warming ๐Ÿ”นDeterministic time/space synch. ๐Ÿ”นFirst DASH SW prototype ๐Ÿ”นEdge AI scheduling ๐Ÿ“– zenodo.org/records/23159599
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How can multi-technology passive sensing eliminate indoor blind spots in #6G? ๐Ÿ“ก๐Ÿค– Our latest #MultiX paper by @UC3M introduces FAWN, a Fusion-Attention Wave Network that merges ambient 5G & Wi-Fi CSI for device-free indoor scene inference! ๐Ÿš€ ๐Ÿ“– zenodo.org/records/22129402 #ISAC
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MultiX Newsletter #3 is live! ๐Ÿ“ฐ๐Ÿš€๐Ÿ“ก Celebrating 18 months of #MultiX as we take #ISAC from lab to live deployments: ๐Ÿ”น Live demos at #MWC26, #IEEEICC & #EuCNC2026 ๐Ÿ”น mmWave-guided quadruped robot ๐Ÿ”น Contact-free e-health vital signs & HELIX platform ๐Ÿ“– zenodo.org/records/22896605
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1 month to go until our next in-person Plenary Meeting! ๐Ÿš€๐ŸŒŠ On October 28โ€“29, the #MultiX consortium will gather in #Santander, hosted by @unican, to advance our #6G #ISAC technical roadmap, Open Lab PoCs & 3GPP/ETSI standardization! ๐Ÿ“ก๐Ÿค โ–ถ Learn more: multix-6g.eu/
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Can we eliminate Cyclic Prefix overhead without increasing #OFDM complexity? ๐Ÿ“กโšก Our latest #MultiX paper by @IMDEA_Networks, @UC3M & @Cambridge_Uni introduces a scalable, DFT-based Spectral Precoder for Unique-Word OFDM! ๐Ÿš€ ๐Ÿ“– zenodo.org/records/20487002 #6G #PHYLayer #Research
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How can 6G Core Networks eliminate redundant sensing & save energy? ๐Ÿ“ก๐Ÿ’พ Our latest #MultiX paper by @InterDigital, "Architectural Enhancements for Efficient Sensing Data Utilization in 6G ISAC," introduces the Sensing Data Storage Function (SDSF)!๐ŸŒ ๐Ÿ“–zenodo.org/records/20364989
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Explore the future of #ISAC in #6G! ๐Ÿš€๐Ÿ“ก Watch the PTE Disruptive webinar recording featuring experts from @uc3m & @IMDEA_Networks, presenting ISAC across Wi-Fi, 3GPP & the #MultiX proposed architecture! ๐ŸŒ ๐ŸŽฅ Watch it: youtube.com/live/Bs6bf0qHkAM #MultiX #WirelessSensing #SNSJU
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Presented at #INFOCOM2026! ๐Ÿš€๐Ÿ–ผ๏ธ SPIFF: Generative AI&Semantic Com. framework for visual data Tx over NTN โœจSelective fidelity preservation โšกUp to +21% bandwidth savings ๐Ÿ“ŠUp to +13% higher perceptual fidelity ๐Ÿค–Distributed actor-critic decision engine ๐Ÿ“–zenodo.org/records/20578971
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At Austauschplattform 6G #5, Siemens shared key insights on "Industrial 6G: Vertical Industry needs to continue acting on 6G!" ๐Ÿš€ Featuring the #MultiX WP1 use case: Collaborative Robots in Smart Factories supported by Multi-Layer Digital Twins. ๐Ÿค–โš™๏ธ โ–ถ multix-6g.eu/
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Published at @IEEEorg #INFOCOM2026! ๐Ÿš€๐Ÿง ๐Ÿ“ก Introducing OMNIS: a semantic RAN slicing framework using dynamic split neural networks for resilient edge computing. Developed within #MultiX! ๐Ÿ“–zenodo.org/records/20579362 ๐Ÿ’พgithub.com/qlt315/OMNIS
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Paving the Way for ISAC/JCAS: The 2026 SNS-6G-IA & #5GACIA Roadmap! ๐Ÿš€๐Ÿ“ก๐Ÿญ Key 2026 milestones include: ๐Ÿ“‘Joint White Paper & SNS WP2026 draft integration ๐ŸŽ™๏ธ Spring Joint Webinar ๐Ÿ› ๏ธ March 5G-ACIA/MultiX Workshop ๐ŸŽช #EuCNC2026 ๐Ÿ“– zenodo.org/records/17525977 #6G #JCAS #SNS
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Published in IEE TMC! ๐Ÿš€ DepL: framework for dependable distributed learning that delivers probabilistic quality guarantees via dynamic model switching&compression. ๐Ÿ“ˆ 30% faster learning โšก40โ€“80% lower resource cost ๐Ÿ“ŠValidated on CIFAR-10 & GTSRB ๐Ÿ“–zenodo.org/records/20578909
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Highlighting our presentation at the @SNS_JU Communication Task Force! ๐Ÿš€๐Ÿ“ก The #MultiX team joined the Presentation Corner to share our journey in building perceptive #6G networks & dynamic #ISAC architectures across Europe. ๐Ÿ‡ช๐Ÿ‡บ๐Ÿค– #WirelessSensing #HorizonEurope #Innovation
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Published in IEEE JSAC! ๐Ÿš€๐Ÿซ๐Ÿ“ก Developed within #MultiX by @KU_Leuven, this paper presents robust, interference-resilient respiration sensing using Cell-Free Massive MIMO. ๐Ÿ“– zenodo.org/records/20137732 ๐Ÿ’พ Code & Data: gitlab.kuleuven.be/u0149002/โ€ฆ #6G #ISAC #WirelessSensing #SNSJU
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The future of #6G is intelligence by design! ๐Ÿš€๐Ÿ“ก๐Ÿง  Explore the new @SNS_JU White Paper: "The AI/ML Landscape for Smart Networks and Services." From AI-native architectures&MLOps to agentic AI. ๐ŸŒ๐Ÿ”’ ๐Ÿ“– doi.org/10.5281/zenodo.17708โ€ฆ
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MultiX-6G Project retweeted
๐Ÿค– When 6G meets Search-and-Rescue: new research from the @MultiX6GProject. The paper explores how cellular-enabled #Robots can support #SAR missions through optimised planning, reliable connectivity and energy-aware coordination. ๐Ÿ“– Read more: tinyurl.com/yumhjfym #6G #SNS
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MultiX-6G Project retweeted
๐Ÿง  New research from the SNS JU-funded @MultiX6GProject explores privacy-aware #3D emotion recognition using #WearableSensors and texture-free facial point clouds, aiming to support continuous monitoring while protecting #Privacy. ๐Ÿ”— Read more: tinyurl.com/upwtsjm9 #6G #SNS
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How can we track robots using only background 5G & Wi-Fi signals? ๐Ÿ“ก๐Ÿค– Our latest demo video from UC3M & BR showcases passive, camera-free robot trackingโ€”a major step forward for #6G #ISAC in industrial automation! ๐Ÿš€ ๐ŸŽฅ Watch now: youtube.com/watch?v=q99C5eENโ€ฆ #MultiX #Sensing
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Now published in IEEE Transactions on Affective Computing! ๐Ÿš€๐Ÿง  Developed within the #MultiX project, this paper introduces a pipeline for privacy-aware 3D Emotion Recognition using wearable wireless sensing & 2D-to-3D reconstructed pointclouds. ๐Ÿ“ก๐Ÿ”’ ๐Ÿ“– zenodo.org/records/19348576
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