Sensor Signal Analysis and Classification

1
Sensor Signal Analysis and Classification

• Prof. Les Atlas
• atlas_at_ee.washington.edu
• Department of Electrical Engineering
• Theory Time-frequency, modulation filtering, and
  learning theory
• Applications
• Single and multi-channel classification and
  compression of sonar, radar, speech, audio,
  biological, and other signals
• Past high-impact examples
• Audio compression (key update to MP3), hearing
  aids (enhancement of desired talker), sniper
  localization, automatic infrasound
  classification, monitoring for ship container
  security
• Education and Outreach
• We very much need motivating discovery-based
  education for undergraduate signals and systems
  courses.

single channel mix