Title :
Low cost active range sensing using halogen sheet-of-light for occupancy grid map building
Author :
Kim, G.W. ; Kwak, Nosan ; Lee, B.H.
Author_Institution :
Sch. of Electr. Eng., Seoul Nat. Univ., South Korea
Abstract :
We propose a low cost, accurate and safe active range sensor with a halogen sheet-of-light and a USB camera. We also propose an algorithm suitable for building a local map using the probabilistic sensor model. In this paper, the inexpensive structured light source that uses tungsten-halogen lamp is used, and an efficient method of detecting the sheet-of-light by the camera is proposed. A local map is built using the spatial occupancy technique which is inputs values in an occupancy grid that reflect the probability of occupancy for each cell. In addition, a suitable probabilistic sensor model is employed to build the local map. The experimental results show the validity of the proposed range sensor and the algorithm to build a map using the probabilistic sensor model.
Keywords :
distance measurement; mobile robots; probability; sensors; Bayesian update; Halogen sheet-of-light; USB camera; low cost active range sensing; occupancy grid map building; probabilistic sensor model; spatial occupancy technique; structured light; tungsten-halogen lamp; Bayesian methods; Buildings; Cameras; Costs; Diode lasers; Lamps; Light sources; Mobile robots; Robot vision systems; Universal Serial Bus; Bayesian update; Structured light; map building; occupancy grid;
Conference_Titel :
Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8912-3
DOI :
10.1109/IROS.2005.1545318