%0 Conference Proceedings
%T Multi-Agent Based Implementation of an Embedded Image Processing System in FPGA for Precision Agriculture Using UAVs
%+ Universidade Federal do Rio Grande do Sul [Porto Alegre] (UFRGS)
%A Nunes, Érico
%A Behnck, Lucas
%A Pereira, Carlos, Eduardo
%Z Part 1: Cyber-Physical Systems
%< avec comité de lecture
%( IFIP Advances in Information and Communication Technology
%B 5th International Embedded Systems Symposium (IESS)
%C Foz do Iguaçu, Brazil
%Y Marcelo Götz
%Y Gunar Schirner
%Y Marco Aurélio Wehrmeister
%Y Mohammad Abdullah Al Faruque
%Y Achim Rettberg
%I Springer International Publishing
%3 System Level Design from HW/SW to Memory for Embedded Systems
%V AICT-523
%P 15-26
%8 2015-11-03
%D 2015
%R 10.1007/978-3-319-90023-0_2
%Z Computer Science [cs]Conference papers
%X This work proposes a framework and design-space exploration on possible implementations for Multi-Agent based embedded systems for precision agriculture applications using image processing. For this application, we evaluate both purely software-based implementations on different embedded processors, as well as implementations which feature dedicated peripherals for image processing implemented in FPGA. All of the implementations feature agent capabilities provided through the JADE Framework. The proposed Reconfigurable hardware Agent framework features capabilities which allow it to offer high performance for applications such as high resolution image processing. We consider the impact of JADE agent migration to an FPGA platform and evaluate the impact of partially reconfiguring the FPGA in this application. The proposed framework is evaluated in an application of use of UAVs for precision agriculture. A faster execution for the image processing algorithms and detection of points of interest (POI) allows for processing images of higher resolution, which may help the accuracy of POI detection. It may also allow for processing an increased number of images in real-time or improve the autonomy of the UAVs.
%G English
%Z TC 10
%2 https://inria.hal.science/hal-01854156/document
%2 https://inria.hal.science/hal-01854156/file/467217_1_En_2_Chapter.pdf
%L hal-01854156
%U https://inria.hal.science/hal-01854156
%~ IFIP
%~ IFIP-AICT
%~ IFIP-TC
%~ IFIP-TC10
%~ IFIP-IESS
%~ IFIP-AICT-523