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Sensor Network-Based and User-Friendly User Location Discovery for Future Smart Homes
Ehsan Ahvar1, Gyu Myoung Lee2, Son N Han3
1Institut Mines-Telecom, Telecom SudParis, Evry 91011, France. ehsan.ahvar@telecom-sudparis.eu.
This study introduces a new device-free User Location Discovery (ULD) system for smart homes. It uses inexpensive sensors and fuzzy logic to ensure privacy, accuracy, and fault tolerance for location-based services.
Area of Science:
- Computer Science
- Ubiquitous Computing
- Smart Homes
Background:
- User Location Discovery (ULD) is vital for smart home services.
- Conventional ULD systems face challenges with user privacy and device requirements.
- Future smart homes need ULD systems that are privacy-preserving, device-free, and accurate.
Purpose of the Study:
- To design a User Location Discovery (ULD) system for smart homes.
- To address challenges of user privacy, device-free operation, and system accuracy.
- To leverage prevalent home sensors for an effective ULD solution.
Main Methods:
- Proposed a sensor network-based ULD system utilizing inexpensive sensors.
- Implemented a context broker with a fuzzy-based decision-maker for data evaluation.
- Employed fuzzy set theory for context information processing.
Main Results:
- The proposed system satisfies user privacy and device-free requirements.
- Demonstrated fault tolerance and accuracy in User Location Discovery.
- Validated system performance through an analytical model and simulation.
Conclusions:
- A novel, user-friendly ULD system is presented for future smart homes.
- The system effectively capitalizes on existing home sensor networks.
- The approach offers a viable solution for privacy-conscious, accurate location awareness.
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