Activity Learning ("AL") Application for Real-Time Generalizable Activity Recognition

Unmet Need: Sensor Data Recognition and Analysis


Strained care providers and an increasing elderly population need additional non-invasive human behavior analysis and intervention to increase independence and autonomy of individuals with decreased memory and mental capacity.


The Technology: Activity Learning ("AL") Application

AL provides improved activity recognition using mobile device sensor data and machine learning.  It runs on iOS and Android platforms, automatically labels collected data, and can produce time usage reports.  AL includes optional user labeling and configuration of data collection schedules.


  • Adult Care Facilities/Remote Care givers
  • Smart Homes


  • Free human providers to focus on non-routine tasks
  • Increase autonomy of reduced-capacity individuals

Intellectual Property:

Registered US Copyright, TXu002038722

Learn More

Karin Biggs
Technology Licensing Associate
Washington State University
(509) 335-3553
Reference No: 1787


Diane Cook
Lawrence Holder

Key Words