RESEARCH ON VEHICLE-BASED DRIVER STATUS/PERFORMANCE MONITORING; DEVELOPMENT, VALIDATION, AND REFINEMENT OF ALGORITHMS FOR DETECTION OF DRIVER DROWSINESS. FINAL REPORT

This report summarizes the results of a 3-year research project to develop reliable algorithms for the detection of motor vehicle driver impairment due to drowsiness. These algorithms are based on driving performance measures that can potentially be computed on-board a vehicle during highway driving, such as measures of steering wheel movements and lane tracking. A principal objective of such algorithms is that they correlate highly with, and thus are indicative of, psychophysiological measures of driver alertness/fatigue. Additional objectives are that developed algorithms produce low false alarm rates, that there should be minimal encumbering of (interference with) the driver, and that the algorithms should be suitable for later field testing. This report describes driving simulation and other studies performed to develop, validate, and refine such algorithms.

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• Record URL:
  • https://rosap.ntl.bts.gov/view/dot/2578
• Corporate Authors:

  Virginia Polytechnic Institute and State University, Blacksburg

  Department of Agronomy
  Blacksburg, VA  United States  24061

  National Highway Traffic Safety Administration

  Office of Crash Avoidance Research, 1200 New Jersey Avenue, SE
  Washington, DC  United States  20590
• Authors:
  • Wierwille, W W
  • Wreggit, S S
  • Kirn, C L
  • Ellsworth, L A
  • Fairbanks, R J
• Publication Date: 1994-12

Language

• English

Media Info

• Features: Appendices; Figures; References; Tables;
• Pagination: 247 p.

Subject/Index Terms

• TRT Terms: Alertness; Algorithms; Countermeasures; Crash avoidance systems; Detection and identification; Detectors; Development; Driver monitoring; Drivers; Driving simulators; Drowsiness; Fatigue (Physiological condition); Validation
• Subject Areas: Highways; Safety and Human Factors; I83: Accidents and the Human Factor;

Filing Info

• Accession Number: 00712943
• Record Type: Publication
• Report/Paper Numbers: HS-808 247, VPISU ISE 94-04
• Contract Numbers: DTNH-22091-Y-07266
• Files: HSL, NTL, TRIS, USDOT
• Created Date: Oct 4 1995 12:00AM