Bandwidth Reduction of Sleep Information.

Abstract

Many important space and military missions require maximal alertness which is dependent on adequate amounts of rest and sleep. In order to study sleep-wakefulness patterns in realistic space and military situations, it is necessary to monitor the level of arousal with simplified reliable band-limited devices. The limited time bandwidth available for the transmission of sleep information necessitates the development of a technique for data compression. This report describes the possibility of extracting sleep information from heart rate data. Several features of heart rate which contain sleep information are computed and analysis of variance is used to indicate the suitability of these measures in the pattern recognition of sleep stages from heart rate data. (Author)

Document Details

Document Type
Technical Report
Publication Date
Jul 10, 1970
Accession Number
AD0718125

Entities

People

  • A. J. Welch
  • Cecil W. Thomas
  • Joanne M. Aldredge
  • Philip C. Richardson

Organizations

  • University of Texas at Austin

Tags

DTIC Thesaurus Topics

  • Analysis Of Variance
  • Arousal (Physiology)
  • Bandwidth
  • Compression
  • Data Compression
  • Heart Rate
  • Pattern Recognition
  • Psychophysiology
  • Recognition
  • Situational Awareness
  • Wakefulness

Readers

  • Circadian Sleep-Wake Regulation and Chronobiology
  • Radar Systems Engineering.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • Space