Ashwin Mishra
AI/ML developer · New Delhi, India

Classifying drones from radar cross-section

January 31, 2025 · #ml #iit-kanpur

During my winter internship at IIT Kanpur I built a drone classification model that works from radar cross-section (RCS) measurements taken at multiple frequencies between 26 and 40 GHz.

The measurements were interpolated with cubic splines across phi–theta angles to build dense RCS patterns for each drone. A classifier trained on those patterns reached 96.6% accuracy in predicting drone type.

← back to case studies


This is the plain-HTML version of this site — no JavaScript, CSS 2.1 only, built to render in Dillo.
Full version of this page · github · linkedin · resume.pdf · ashwin.mishra07@gmail.com