RestAware: Non-Invasive Sleep Monitoring Using FMCW Radar and AI-Generated Summaries

# RestAware: Non-Invasive Sleep Monitoring Using FMCW Radar and AI-Generated Summaries **RestAware** is a comprehensive framework for smart and non-invasive sleep monitoring using a 24GHz FMCW radar sensor. It integrates raw data collection, preprocessing, posture classification, exploratory analysis, and sleep summary generation using large language models (LLMs). This repository supports healthcare researchers and developers in building intelligent, privacy-preserving sleep monitoring systems.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-23
DOI
https://doi.org/10.5281/zenodo.15495769
Primary Topic
Non-Invasive Vital Sign Monitoring
Type
article
Field-Weighted Citation Impact
0.00
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article

RestAware: Non-Invasive Sleep Monitoring Using FMCW Radar and AI-Generated Summaries

Zenodo (CERN European Organization for Nuclear Research)
Non-Invasive Vital Sign Monitoring
article

RestAware: Non-Invasive Sleep Monitoring Using FMCW Radar and AI-Generated Summaries

article en

Abstract

# RestAware: Non-Invasive Sleep Monitoring Using FMCW Radar and AI-Generated Summaries **RestAware** is a comprehensive framework for smart and non-invasive sleep monitoring using a 24GHz FMCW radar sensor. It integrates raw data collection, preprocessing, posture classification, exploratory analysis, and sleep summary generation using large language models (LLMs). This repository supports healthcare researchers and developers in building intelligent, privacy-preserving sleep monitoring systems.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 57%
Non-Invasive Vital Sign Monitoring
DOIOpen Access PDFOpenAlex
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RestAware: Non-Invasive Sleep Monitoring Using FMCW Radar and AI-Generated Summaries · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS