Multi-hypothesis map merging with sinogram-based PSO for multi-robot systems

作者:Lee H C*; Roh B S; Lee B H
来源:Electronics Letters, 2016, 52(14): 1213-1214.
DOI:10.1049/el.2016.1041

摘要

Multi-robot map merging without inter-robot observations, common landmarks, and the knowledge of initial relative poses is a challenging problem due to lack of features or local maxima. This Letter proposes a multi-hypothesis map merging algorithm with sinogram-based particle swarm optimisation to solve the problem. Experimental results show that the proposed algorithm can merge individual robot maps much more accurately than the existing algorithms.

  • 出版日期2016-7-7