<title>MDSP: a modular DSP architecture for a real-time 3D laser range sensor</title>
Author(s) -
David A. Green,
François Blais,
J.A. Beraldin,
Luc Cournoyer
Publication year - 2002
Publication title -
proceedings of spie, the international society for optical engineering/proceedings of spie
Language(s) - English
Resource type - Conference proceedings
SCImago Journal Rank - 0.192
H-Index - 176
eISSN - 1996-756X
pISSN - 0277-786X
DOI - 10.1117/12.460176
Subject(s) - computer science , modular design , computer vision , computer graphics (images) , artificial intelligence , digital camera , flash (photography) , frame rate , image sensor , computer hardware , optics , operating system , physics
By combining a number of embedded digital signal processors (DSPs) within a desktop PC, we have developed a system that offers not only the mass storage, network utilities, user interface and presentation graphics of a regular PC, but also the real-time response rates normally associated only with embedded systems. In this paper we outline the design of such a system that has been built to demonstrate a real-time 3D laser range sensor. The prototype range sensor consists of a custom-built auto-synchronized 3D laser scanner head that is directly interfaced to off-the-shelf computing hardware. The hardware includes a number of PCI bus DSP cards that communicate using dedicated high-speed interprocessor links. Communication between the desktop PC and the embedded DSPs uses the PCI bus. This processing power will be required to achieve real-time data acquisition and 3D geometrical tracking capabilities. This paper outlines the prototype 3D laser range sensor and describes its computing architecture. The embedded DSPs run under a commercial multiprocessor real-time operating system. This combination leads to a highly modular system in which processors may be added or removed with minimal side effects.
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