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. This repository contains raw data collection, preprocessing, posture classification, exploratory analysis, and sleep summary generation using large language models (LLMs). It supports healthcare researchers and developers in building intelligent and 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.15495867
Primary Topic
Non-Invasive Vital Sign Monitoring
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
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. This repository contains raw data collection, preprocessing, posture classification, exploratory analysis, and sleep summary generation using large language models (LLMs). It supports healthcare researchers and developers in building intelligent and privacy-preserving sleep monitoring systems.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 57%
Non-Invasive Vital Sign Monitoring
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

RestAware: Non-Invasive Sleep Monitoring Using FMCW Radar and AI-Generated Summaries · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS