I built a mmWave material classification radar

(gauthier-lechevalier.com)

44 points | by GL26 1 hour ago

6 comments

  • amirhirsch 59 minutes ago
    Very cool! Six years ago I worked on a mmWave (76-81GHz) imaging radar with a Rotman lens Tx and Rx. Designed as a LiDAR replacement, but we could see pipes in walls, or detect concealed weapons at ~1km.
    • mlmonkey 27 minutes ago
      Do you have a writeup about the project? I'd love to read more about it.
    • GL26 54 minutes ago
      How many tx and rx antennas did you have ? (I don’t know if it was clear, my stack was 57-64 GHz, 2TX , 3RX)
      • amirhirsch 32 minutes ago
        32 port Tx (vertical pancake beams) x 16 port Rx (horizontal pancake), something like 60 by 30 degrees. the entire thing used FPGA transceivers as one-bit DAC/ADC, Complementary Golay Code waveforms with one-bit correlation in the FPGAs (two VCU128s) -- digital logic was essentially the same as a binarized neural network, I squeezed a ton of popcnt performance out of those chips using both DSPs and LUTs
  • JellyPlan 8 minutes ago
    Hugged to death but I'd love to see this!
  • GL26 7 minutes ago
    My netlify crashed fixing the website rn
    • GL26 3 minutes ago
      just fixed it, hope it works
  • tim-tday 51 minutes ago
    So thankful the author posted this. We often learn more from failure than success. Learning from the failures of others is how we can move forward. The lessons learned at the bottom of the article are gold.
    • GL26 1 minute ago
      thank you so much for your feedback, it was hard to admit defeat, but at the end looking back at what I built, the parts where I learnt about RF, and just struggled, refactoring the code for the sim (thank god cc is not good enough to understand real world physics functionning for now) were the most satisfying moments
  • marking-time 33 minutes ago
    Terrific project!
    • GL26 1 minute ago
      thanks :) !!
  • arikrahman 1 hour ago
    That's awesome. I built one for a capstone back in the day and know how tough it is to get onboarded. Kudos.