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SUMMARY:Dr. Andriy Malenko (senior researcher of V. M. Glushkov Institute 
 of Cybernetics NAS of Ukraine)
DTSTART:20260603T140000Z
DTEND:20260603T150000Z
DTSTAMP:20260623T085051Z
UID:AMIS/9
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/AMIS/9/">Ada
 ptive radar system configuration tuning</a>\nby Dr. Andriy Malenko (senior
  researcher of V. M. Glushkov Institute of Cybernetics NAS of Ukraine) as 
 part of Asymptotic Methods in Statistics\n\n\nAbstract\nThe talk focuses o
 n an algorithm for parameters tuning for radar-based sensing systems for m
 otion monitoring. The algorithm adapts parameters for better system perfor
 mance according to the estimated motion zone properties\, i.e. mean and ma
 ximum distance to objects and their velocities. A new approach for determi
 nation of radar height position and tilt angle is proposed and experimenta
 lly tested. The method uses radar measurement points cloud only and may be
  applied for optimization of distance and velocity ranges and reduction of
  artifacts. Error of tilt angle estimation is 0.7-1.6 degrees in range of 
 0-45 degrees. Height estimation error depends on moving object height and 
 is less than 1 m. The main goal of algorithm is estimation of motion zone 
 and corresponding adaptive change of radar-system configuration parameters
  for optimizing system's field of view and performance. The proposed appro
 ach may be used for indoor and outdoor motion detection and activity class
 ification in applications such as health diagnostics\, health monitoring\,
  surveillance\, occupancy sensing\, and automotive.\n
LOCATION:https://researchseminars.org/talk/AMIS/9/
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