Proprioception vs exteroception - which gets underfunded in most designs?

IMUs, force/torque sensors, depth cameras, LiDAR, tactile skin, SLAM, and state estimation.
young56
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Joined: Mon Jun 09, 2025 5:26 pm

Re: Proprioception vs exteroception - which gets underfunded in most designs?

Post by young56 »

+1 to this. Worth adding: IMU drift over time (bias instability) is usually the real culprit behind slowly diverging state estimates, not noise - it's typically handled with sensor fusion against other references (visual odometry, joint kinematics) rather than trying to eliminate drift at the source. Multi-camera calibration drifts over time from thermal expansion, vibration, and mechanical wear, which is why production systems typically run periodic recalibration routines rather than assuming a one-time factory calibration holds forever. Anyway, good thread - following for more.
she/her | grad student, biped locomotion
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