Bose Corporation

Kama Gabriela Kaczmarczyk

Naganagouda B Patil

Pelham Norville

Thomas David Chambers

Ilissa Brooke Bruser

Erich Andrew Wiernasz

Tian Hung Lim

Denis Mathieu Lirette

Chloe Elizabeth Blanchard

Mikkel Lunding

Robert Timothy Bettridge

Ramiz Kamal Khan

Various implementations include approaches for training a surface detection classifier and detecting characteristics of a surface, along with related micromobility vehicles. Certain implementations include a method including: comparing: i) detected movement of a micromobility (MM) vehicle or a device located with a user at the MM vehicle while operating the MM vehicle, with ii) a surface detection classifier for the MM vehicle; and in response to detecting that the MM vehicle is traveling on a restricted surface type for a threshold period, performing at least one of: a) notifying an operator of the MM vehicle about the travel on the restricted surface type, b) outputting a warning at an interface connected with the MM vehicle or the device, c) limiting a speed of the MM vehicle, or d) disabling operation of the MM vehicle.

Surface detection for micromobility vehicles

Growing community of inventors

Toronto, Canada

Kama Gabriela Kaczmarczyk