HackingRobots: Geoffrey Hinton Wins Nobel Prize and Alternatives to Lidar

Posted by ivanilievski on Friday October 11, 2024 @05:34AM
from the hackingrobots.beehiiv.com dept.

https://hackingrobots.beehiiv.com/p/geoffrey-hinton-wins-nobel-prize-d2e2

( 3 comments | on HN )

Re:HackingRobots: Geoffrey Hinton Wins Nobel Prize and Alter... by ivanilievski on Friday October 11, 2024 @05:34AM (#41807873)

LiDAR is an impressive technology but has several shortcomings. First, its high cost makes it less accessible for consumer applications like autonomous vehicles. Additionally, lidar is vulnerable to weather conditions; rain, fog, and snow can interfere with its laser beams, limiting its effective range. It also struggles to accurately detect objects with highly reflective or absorbent surfaces, resulting in unreliable data. Furthermore, processing the large amounts of data generated by lidar requires significant computational power, adding complexity to the system.