tracks are fused in real time to produce one system track. The user friendly NTM correlates, associates and fuses plot and track data from a wide variety of dissimilar sources..., standalone version: the Numerica Track Manager (NTM) WITHOUT NTM Two views of the same target, taken from different sensors, show substantial uncertainty in track data. WITH NTM Source... to produce a real-time common operational picture. The rich data output enables superior tactical clarity in the most challenging scenarios. KEY Benefits Single Integrated Picture NTM...

-of-the-art algorithmic solutions. Key areas of algorithm development include: Target Tracking and Data Fusion Data Association and Track Correlation Discrete Optimization Theory..., prototype demonstration, and rigorous data analysis to provide reliable, superior solutions that ensure success for our customers. Our robust solutions leverage areas of deep... Astrodynamics Uncertainty Quantification and Management Anomaly Detection Data Analytics Linear and Nonlinear Estimation Sensor Data Processing (radar, IR and video) Resource...

. Scientists can now tag and observe individual molecules within a living cell, but unfortunately the mathematical and statistical methods for interpreting these rich data sets... Capabilities Reliable Tracks Produced From Crowded and Noisy Image Sequences Optimization Routines Returning All Likely Associations in Crowded Imaging Situations Uncertainty... Checking Consistency of Assumed Model with Data Confidence Regions of Estimated Parameters 2D and 3D Visualization of Estimated Kinetic Parameters Related Work Developing Tracking...

, bias estimation and mitigation, and ambiguity assessment of data association decisions. Education Ph.D. Electrical Engineering, University of Illinois at Urbana-Champaign M.S... University, where he was awarded the Colorado State University Alumni Association s 1999 Distinguished Faculty Award and the Colorado State University Research Foundation's 2004... for the Assessment of the U.S. Air Force's Astrodynamic Standards. He currently enjoys working on variousaspectsof multiple target tracking, data fusion, and resource management. Education Ph.D...