An accurate automated sleep scoring system is a very useful tool for research in sleep laboratories such as the one at SRI International headed by Dr. Thomas Kilduff. Based on previous research and the knowledge of many sleep experts, we use pattern recognition techniques to implement a flexible system to train classifiers. We assess which kind of classifier performs best, how accurate the scoring of different states is and how flexible the system is.

• This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.

Creator

• Trainor, Philip Montague
• Bhojnagarwala, Siddharth Yogesh
• de Galbert, Pierre Gaspar
• Woo, Gary W.

Publisher

• Worcester Polytechnic Institute

Identifier

• 02D021M

Advisor

• Becker, Lee A.

Year

• 2002

Sponsor

• SRI International

Date created

• 2002-01-01

Resource type

• Major Qualifying Project

Major

• Computer Science

Rights statement

• In Copyright