Hardware-Accelerated Non-Contact System for Sleep Disorder Monitoring and Analysis

Hardware-Accelerated Non-Contact System for Sleep Disorder Monitoring and Analysis

This study analyzes human sleep disorders using non-contact approaches. The proposed approach analyzes periodic limb movement disorder (PLMD) under sleep conditions. This was conceptualized as data capture using a non-contact approach with ultrasonic sensors. The model was designed to estimate PLMD...

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Bibliographic Details
Main Authors: Mangali Sravanthi, Sravan Kumar Gunturi, Mangali Chinna Chinnaiah, G. Divya Vani, Mudasar Basha, Narambhatla Janardhan, Dodde Hari Krishna, Sanjay Dubey
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
sleep monitoring
periodic limb movement disorder (PLMD)
random forest classifier
FPGA-based accelerators
Online Access:https://www.mdpi.com/1424-8220/25/9/2747
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