THE POWER OF MULTIMODAL SENSING: TRANSFORMING SMART HOMES INTO WELLNESS HUBS WITH AI-POWERED CLOUD-NATIVE IOT SOLUTIONS
DOI:
https://doi.org/10.34218/IJCET_16_01_243Keywords:
Smart Healthcare Systems, Multimodal Sensing, Cloud-Native Architecture, Artificial Intelligence In Healthcare, Internet Of Medical ThingsAbstract
The convergence of Internet of Things (IoT) technology, artificial intelligence, and cloud computing is revolutionizing residential healthcare and wellness monitoring. This comprehensive article explores how multimodal sensing infrastructure combined with cloud-native architectures transforms ordinary homes into sophisticated wellness monitoring systems. The integration of diverse sensor types, from environmental monitors to biometric devices, enables comprehensive health tracking and predictive analytics. Advanced AI-driven systems demonstrate remarkable capabilities in activity recognition, behavioral analysis, and early health issue detection. The implementation of edge computing and federated learning techniques ensures data privacy while maintaining high performance. Case studies, particularly the K4Community platform, demonstrate successful real-world applications in senior living environments. The article highlights significant improvements in emergency response times, health outcomes, and operational efficiency while addressing crucial considerations for privacy, security, and system integration.
References
Rohan Patil, "Smart Home Healthcare Market Size, Share, and Trends 2025 to 2034," Precedence Research, 2024. [Online]. Available: https://www.precedenceresearch.com/smart-home-healthcare-market
Abu S. M. Mohsin et al., "IoT-based smart emergency response system (SERS) for monitoring vehicle, home and health status," Journal of Healthcare Informatics Research, 2024. [Online]. Available: https://link.springer.com/article/10.1007/s43926-024-00073-6
Omer Kullu et al., "A Deep-Learning-Based Multi-Modal Sensor Fusion Approach for Detection of Equipment Faults," Machines, 2022. Available: https://www.mdpi.com/2075-1702/10/11/1105
Grazia Cicirelli et al., "Ambient Assisted Living: A Review of Technologies, Methodologies and Future Perspectives for Healthy Aging of Population," IEEE Internet of Things Journal, 2021. Available: https://www.mdpi.com/1424-8220/21/10/3549
K.S. Santhi, "Performance Analysis of Cloud Computing in Healthcare System Using Tandem Queues," International Journal of Advanced Computer Science and Applications, 2017. Available: https://www.researchgate.net/publication/319403591_Performance_Analysis_of_Cloud_Computing_in_Healthcare_System_Using_Tandem_Queues
Chouhan Kumar Rath et al., "Microservice-based scalable IoT architecture for device interoperability," IEEE Transactions on Industrial Informatics, 2023. Available: https://www.sciencedirect.com/science/article/abs/pii/S0920548922000642
Alaeddine Mihoub, "A Deep Learning-Based Framework for Human Activity Recognition in Smart Homes," Journal of Healthcare Engineering, 2021. Available: https://onlinelibrary.wiley.com/doi/10.1155/2021/6961343
Plinio P Morita, "Health Monitoring Using Smart Home Technologies: Scoping Review," International Journal of Environmental Research and Public Health, 2023. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC10141305/
Frederic Vannieuwenborg, "Evaluating the Economic Impact of Smart Care Platforms: Qualitative and Quantitative Results of a Case Study," Journal of Medical Internet Research, 2016. Available: https://medinform.jmir.org/2016/4/e33/
Gabriella Facchinetti et al., "Can Smart Home Technologies Help Older Adults Manage Their Chronic Condition? A Systematic Literature Review," Int J Environ Res Public Health, 2023. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC9859495/
IASC Home, "K4Connect, Kisco expand partnership for health engagement technology," iAdvance Senior Care, 2017. Available: https://www.iadvanceseniorcare.com/k4connect-kisco-expand-partnership-for-health-engagement-technology/
RALEIGH N.C, "K4Connect Claims 2020 as the Year of the Smart Senior Living Community, Launches Strategic Technology Initiative," 2019. Available: https://www.k4connect.com/k4connect-claims-2020-as-the-year-of-the-smart-senior-living-community-launches-strategic-technology-initiative/
Sankalp Yadav, "Transformative Frontiers: A Comprehensive Review of Emerging Technologies in Modern Healthcare," Journal of Healthcare Engineering, 2024. Available: https://pmc.ncbi.nlm.nih.gov/articles/PMC11027446/
Olusogo Popoola et al., "A critical literature review of security and privacy in smart home healthcare schemes adopting IoT & blockchain: Problems, challenges, and solutions," Smart Health, 2024. Available: https://www.sciencedirect.com/science/article/pii/S2096720923000532
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Copyright (c) 2025 Prashant Chaturvedi (Author)
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