On Fuzzily-Processed-BP-Network-Based Dual-Mode Control with Realization on On-line Reconfigurable FPGA

Autor: Zhuo Ruan, Yuzhang Han, Jianguo Han
Rok vydání: 2006
Předmět:
Zdroj: 2005 International Conference on Neural Networks and Brain.
DOI: 10.1109/icnnb.2005.1614753
Popis: In this paper the hardware-realization of training and execution processes of a BP-network with fuzzily-processed inputs and output on an on-line reconfigurable FPGA-MCU system is suggested and the application into dual-mode control technology with an example on a satellite gesture control simulation system is described. This combined technology can be widely used in the fields such as space navigation, deep sea measuring, human-body inner operation, and so on, owing to its lower cost, small hardware size, high calculating speed and flexibility of FPGA structure
Databáze: OpenAIRE