A direct-driven centrifugal disc clears water and dirt from sensor housings without wipers, preserving visibility and reducing mechanical failure.
A colored resin laminate balances metallic-filler styling with millimeter-wave transmission by keeping effective permittivity at 3.0 or less.
Modular arc segments with independent fluid channels and locking connectors let faulty optical sensor cleaning sections be replaced instead of scrapping the full assembly.
Multiple UWB metrics are screened with lightweight machine learning to flag implausible range readings and block relay or MITM attacks.
A separated shaft and flange bracket improve grinding access, bearing parallelism, and LiDAR motor reliability while reducing wear and noise.
Separate casings and asymmetric lens shapes let emitting and receiving optics be aligned independently while keeping the module compact.
Known linear motion of control points is compared with detected motion to verify detection quality and improve sensor calibration accuracy.
An actuator-tilted vehicle LIDAR adjusts its field of view from inclination data to keep object detection accurate on slopes.
A gap-based dual-channel RF rotary joint uses conductive pins and matching structures to avoid friction while maintaining low-loss radar signal transfer.
Hardware shutdown uses photodiode and conductive-path checks to stop laser current quickly when optical elements are damaged or detached.