Published September 25, 2018
| Version v1
Publication
Open FPGA-based development platform for fuzzy systems with applications to communications
Description
Soft computing techniques are gaining momentum as tools
for network traffic modeling, analysis and control. Efficient
hardware implementations of these techniques that can
achieve real-time operation in high-speed communications
equipment is however an open problem. This paper describes
a platform for the development of fuzzy systems with applications
to communications systems, namely network traffic
analysis and control. An FPGA development board with PCI
interface is employed to support an open platform that comprises
open CAD tools as well as IP cores. For the development
process, we set up a methodology and a CAD tools
chain that cover from initial specification in a high-level language
to implementation on FPGA devices. PCI compatible
fuzzy inference modules are implemented as SoPC based on
the open WISHBONE interconnection architecture. We outline
results from the design and implementation of fuzzy analyzers
and regulators for network traffic. These systems are
shown to satisfy operational and architectural requirements
of current and future high-performance routing equipment.
Abstract
Ministerio de Educación y Ciencia TEC2005-04359/MICAbstract
Junta de Andalucía TIC2006-635Additional details
Identifiers
- URL
- https://idus.us.es/handle//11441/78809
- URN
- urn:oai:idus.us.es:11441/78809