Smart City Gnosys

Smart city article details

Title Machine Learning Enabled Integrated Sensing And Communication For Smart 6G Environments
ID_Doc 35953
Authors Tirchas P.; Karetsos G.T.
Year 2025
Published Proceedings of the 28th Conference on Innovation in Clouds, Internet and Networks, ICIN 2025
DOI http://dx.doi.org/10.1109/ICIN64016.2025.10942988
Abstract Integrated sensing and communication (ISAC) inherently combines the functions of sensing and communication, leveraging wireless and hardware resources for the mutual benefit. ISAC is widely expected to play a pivotal role in next-generation wireless networks, supporting a broad spectrum of emerging applications by transmitting signals that serve both data communication and sensing purposes. This dual functionality can be applied in various contexts, such as environmental monitoring, smart cities, and industrial automation. In this work we present an experimental ISAC framework that serves as a proof of concept regarding the capabilities of this technology in future wireless networking environments. Furthermore, the acquired results corroborate that ISAC in combination with AI/ML techniques and in particular Convolutional Neural Networks (CNNs) is an important enabler for creating smart 6G communication environments. © 2025 IEEE.
Author Keywords 6G wireless; FMCW; ISAC; machine learning; OFDM


Similar Articles


Id Similarity Authors Title Published
55969 View0.891Sharma S.; Sharma A.; Van Chien T.The Intersection Of 6G, Ai/Machine Learning, And Embedded Systems: Pioneering Intelligent Wireless TechnologiesThe Intersection of 6G, AI/Machine Learning, and Embedded Systems: Pioneering Intelligent Wireless Technologies (2025)
16087 View0.89Subramanian R.S.; Ramana T.V.; Ramana K.V.; Prabha S.; Nivaskumar V.Converging Horizons: Synergies Of 6G Wireless Communication, Machine Learning, And Embedded Systems For Intelligent ConnectivityThe Intersection of 6G, AI/Machine Learning, and Embedded Systems: Pioneering Intelligent Wireless Technologies (2025)
35028 View0.865Gera B.; Raghuvanshi Y.S.; Rawlley O.; Gupta S.; Dua A.; Sharma P.Leveraging Ai-Enabled 6G-Driven Iot For Sustainable Smart CitiesInternational Journal of Communication Systems, 36, 16 (2023)
8402 View0.862Kapile V.C.; Ingle R.An Integrated Analysis Of Ai Networks And Wireless Communication (E-Mail)2024 2nd DMIHER International Conference on Artificial Intelligence in Healthcare, Education and Industry, IDICAIEI 2024 (2024)
58290 View0.861Yi W.; Fu Y.; Cao J.; Gan L.; Xiong L.; Li H.Towards Seamless 6G And Ai/Ml Convergence: Architectural Enhancements And Security ChallengesIEEE Network (2025)
7057 View0.859Maduranga M.W.P.; Tilwari V.; Rathnayake R.M.M.R.; Sandamini C.Ai-Enabled 6G Internet Of Things: Opportunities, Key Technologies, Challenges, And Future DirectionsTelecom, 5, 3 (2024)
42615 View0.859Zhang D.; Wu D.; Niu K.; Wang X.; Zhang F.; Yao J.; Jiang D.; Qin F.Practical Issues And Challenges In Csi-Based Integrated Sensing And Communication2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022 (2022)
23731 View0.858Salah I.; Hussein A.I.; Wageh Lotfy M.; Mabrook M.M.Enhancing 6G-Satellite Network Integration With Artificial Intelligence: A Future Communication Paradigm22nd International Learning and Technology Conference: Human-Machine Dynamics Fueling a Sustainable Future, L and T 2025 (2025)
31887 View0.854Wei Z.; Jiang W.; Feng Z.; Wu H.; Zhang N.; Han K.; Xu R.; Zhang P.Integrated Sensing And Communication Enabled Multiple Base Stations Cooperative Sensing Towards 6GIEEE Network, 38, 4 (2024)
24195 View0.853Sazak H.; Yazar A.Environment-Aware Intelligent Numerology Control Approach For 5G And Beyond SystemsInternational Journal of Communication Systems, 37, 9 (2024)