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. 2024 Apr 27;24(9):2793. doi: 10.3390/s24092793

Table 4.

Summary of characteristics of classical and contemporary smart environments.

Dimension Classical Smart Environment Contemporary Smart Environment
Connectivity Reliance on wired systems with limited inter-device communication Extensive use of wireless technologies, especially IoT, facilitating seamless connectivity and communication between devices, including digital twin mirroring
Automation Basic automation systems with predefined commands Advanced automation driven by AI and machine learning, adapting to user behavior and preferences
Data Analysis Limited data processing capabilities Utilizing AI and ML for sophisticated data analysis, enabled by digital twin synchronization for predictive insights and optimizations
Remote Monitoring Minimal remote monitoring capabilities Remote monitoring powered by IoT and digital health technologies, enhanced by digital twin for holistic view
User Independence Limited user autonomy and customization Empowerment of users through personalized, adaptive systems, promoting independence
Real-Time Interaction Restricted real-time interactions Seamless real-time interactions, especially in healthcare and smart home settings
Emergency Response Basic emergency response features Swift and intelligent emergency responses, facilitated by location-based services and IoT
Integration Complexity High integration complexity and limited interoperability Improved interoperability, but with increased complexity due to the diversity of devices and systems
Privacy and Security Limited security protocols Strong security tackles privacy concerns, but new challenges emerge with the ever-growing number of connected devices
User-Friendliness Basic interfaces with limited user-friendliness Intuitive interfaces designed for user convenience and ease of interaction
Scalability Limited scalability Scalable systems that can accommodate a growing number of devices and users
Cost-Effectiveness Consideration of cost, often limited by technology constraints Varied cost-effectiveness, with a broader range of affordable options and high-end solutions
Flexibility and Adaptability Limited flexibility in system adaptation Adaptive systems catering to diverse user needs and preferences
Overall Impact Incremental impact on lifestyle and efficiency Transformative impact, reshaping living and working spaces and redefining healthcare delivery