Cognition

Research Focus

The research team is developing innovative, low-cost sensing systems that can achieve privacy-preserving occupancy sensing, movement tracking, and pose detection for individual and group activity monitoring for commercial building management systems to effect significant HVAC energy savings in commercial buildings.  The concept is based on a new time-of-flight sensing technology coupled with proprietary sensing, localization and tracking algorithms developed and trained using VR simulation tools and digital twin technologies.  The research includes the design, fabrication, implementation and testing of new low-cost, silicon optical bench-based sensor technology.  Dual-use applications of the technology under development include movement and/or fall detection in healthcare and eldercare settings.

schematic of a time of flight sensor platform
Simple schematic of a time of flight sensor platform that measures height, direction and rate of travel, pose and associated reflected light changes (Left). Using only four strategically placed sensors, accurate occupant location counts can be tracked for precision HVAC control and Indoor Air Quality Management (right)

Cognition Publications

Tools & Applications

  • Group & Meeting Dynamics
  • Intelligent Room Design
  • Occupancy Sensing
  • Human-System Interfaces
  • Productivity
  • Safety & Security
  • Internet of Things (IoT)
  • Artificial Intelligence & Machine Learning
  • Autonomous Operation
  • Privacy Preservation
  • Energy Efficiency & Sustainability

Research Lead

Rich Radke, RPI 

People

Bob Karlicek
Rich Radke
Mona Hella

Research Sponsor

Advanced Research Projects Agency – Energy (ARPA-E)

Collaborators

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