Title :
Design of an automotive traffic sign recognition system targeting a multi-core SoC implementation
Author :
Müller, Matthias ; Braun, Axel ; Gerlach, Joachim ; Rosenstiel, Wolfgang ; Nienhüser, Dennis ; Zöllner, J. Marius ; Bringmann, Oliver
Author_Institution :
Dept. of Comput. Eng., Univ. of Tubingen, Tubingen, Germany
Abstract :
This paper describes the design of an automotive traffic sign recognition application. All stages of the design process, starting on system-level with an abstract, pure functional model down to final hardware/software implementations on an FPGA, are shown. The proposed design flow tackles existing bottlenecks of today´s system-level design processes, following an early model-based performance evaluation and analysis strategy, which takes into account hardware, software and real-time operating system aspects. The experiments with the traffic sign recognition application show, that the developed mechanisms are able to identify appropriate system configurations and to provide a seamless link into the underlying implementation flows.
Keywords :
automobiles; field programmable gate arrays; image recognition; integrated circuit design; microprocessor chips; multiprocessing systems; road traffic; FPGA; analysis strategy; automotive traffic sign recognition system design; model-based performance evaluation; multicore SoC; real-time operating system; system-level design process; Application software; Automotive engineering; Field programmable gate arrays; Hardware; Performance analysis; Process design; Software performance; System-level design; Target recognition; Traffic control;
Conference_Titel :
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2010
Conference_Location :
Dresden
Print_ISBN :
978-1-4244-7054-9
DOI :
10.1109/DATE.2010.5457147