Accession Number : AD1017667


Title :   Speed Daemon: Experience-Based Mobile Robot Speed Scheduling


Descriptive Note : Technical Report


Corporate Author : Defence Research and Development Canada Suffield, Alberta Canada


Personal Author(s) : Ostafew,Chris J ; Schoellig,Angela P ; Barfoot,Timothy D ; Collier,Jack


Full Text : https://apps.dtic.mil/dtic/tr/fulltext/u2/1017667.pdf


Report Date : 01 Oct 2014


Pagination or Media Count : 7


Abstract : A time-optimal speed schedule results in a mobile robot driving along a planned path at or near the limits of the robots capability. However, deriving models to predict the effect of increased speed can be very difficult. In this paper, we present a speed scheduler that uses previous experience, instead of complex models, to generate time-optimal speed schedules. The algorithm is designed for a vision-based, path-repeating mobile robot and uses experience to ensure reliable localization, low path-tracking errors, and realizable control inputs while maximizing the speed along the path. To our knowledge, this is the first speed scheduler to incorporate experience from previous path traversals in order to address system constraints. The proposed speed scheduler was tested in over 4 km of path traversals in outdoor terrain using a large Ackermann-steered robot travelling between 0.5 m/s and 2.0 m/s. The approach to speed scheduling is shown to generate fast speed schedules while remaining within the limits of the robots capability.


Descriptors :   robotics , unmanned surface vehicles , speed , algorithms , motion planning


Subject Categories : Cybernetics
      Surface Transportation and Equipment


Distribution Statement : APPROVED FOR PUBLIC RELEASE