NUI Maynooth

NUI Maynooth ePrints and eTheses Archive

NUIM Library

Identification of Nocturnal Movements During Sleep using the Non-Contact Under Mattress Bed Sensor

Walsh, Lorcan and Moloney, Eddie and McLoone, Sean (2011) Identification of Nocturnal Movements During Sleep using the Non-Contact Under Mattress Bed Sensor. In: 33rd Annual International Conference of the IEEE EMBS, August 30 - September 3, 2011, Boston, Massachusetts USA.

[img]PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
781Kb

Abstract

This paper describes the calculation of statistical, spatial and spatiotemporal features from a novel non-contact technology for sleep monitoring, the Under Mattress Bed Sensor (UMBS). Data was collected from two relatively healthy adults with a possible sleep disorder in a clinical setting. Methods for the extraction of statistical data describing overall bed restlessness, a spatial description of movement (centre and spread of pressure) and a spatiotemporal description of each in-bed body movement over the entire sleeping episode are discussed using the pressure sensing grid. These provide a quantitative description of sleep and restlessness throughout the night.

Keywords:Feature extraction; Measurement; Monitoring; Sleep apnea; Spatiotemporal phenomena; Wrist;
Subjects:Science & Engineering > Electronic Engineering
ID Code:3643
Deposited By:Sean McLoone
Deposited On:08 May 2012 14:37
Refereed:Yes

Repository Staff Only: item control page