IoT+AI based Intelligent Platform for Single Household Living Space
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Funding
Korea Institue for Advancement of Technology (KIAT)
Role
Principal Investigator & Participating Researcher
(Dec 2019- May 2023)
Task
-Development of intelligent living space services based on user-friendly non-contact biosignal measurement sensors
-Development of sensor measurement value reliability assurance, power efficiency improvement, and related artificial intelligence technology and situation detection technology
Overview
Development of Complex Intelligent Living Space Situation Analysis Technology
Development of State Determination Model based on Multi-head CNN and LSTM with Attention
Development of State Determination Model based on Multi-head CNN with Filterwise LSTM
Development of Advanced Techniques for Energy Management in IoT Devices
Development of a Transmission Period Adjustment Model Based on High-Dimensional Feature Extraction from Time Series Data
Development of a Transmission Period Adjustment Model Based on Deep Reinforcement Learning
Demonstration
Collaboration with European Company
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