FPGA implementation of autonomous navigation algorithm with dynamic adaptation of quality of service

• Main Author: Jose Carlos Sá
• Publication Date: 2013
• Other Authors: João Canas Ferreira, José Carlos Alves
• Format: Book
• Language: eng
• Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
• Download full: https://hdl.handle.net/10216/70146
• topic: Engenharia electrotécnica, electrónica e informática; Electrical engineering, Electronic engineering, Information engineering

The main goal of this work is to build an hardware-aided autonomous navigation system based on real-time stereo images and to study Partial Reconfiguration aspects applied to the system. The system is built on an reconfigurable embedded development platform consisting of an IBM PowerPC 440 processor embedded in a Xilinx Virtex-5 FPGA to accelerate the most critical task. Three Reconfigurable Units were incorporated in the designed system architecture. The dynamic adjustment of systems quality of service was achieved by using different reconfiguration strategies to match vehicle speed. A speedup of 2 times for the critical task was obtained, compared with a software-only version. For larger images, the same implementation would achieve an estimated speedup of 2.5 times.