DocumentCode :
238427
Title :
A fault-tolerant recognition method for services packets based on center distance and BP net
Author :
Dalong Zhang ; Ce Zhang ; Peng Yu ; Jun Shen
Author_Institution :
Zhengzhou Inf. Sci. & Technol. Inst., Zhengzhou, China
fYear :
2014
fDate :
14-16 Nov. 2014
Firstpage :
177
Lastpage :
183
Abstract :
In view of the appearance of error bits in the process of data transmission, the individual erroneous bit of real-time services do not affect the use of services packets. The fault-tolerant type recognition of real-time packet is the first problem in the process of restructuring. In this paper, a non-linear recognition method which combined “center distance” and BP net together is proposed and applied to factual data for erroneous packets, The results show that the method proposed performs much better than the regular method.
Keywords :
backpropagation; data handling; fault tolerant computing; neural nets; pattern recognition; BP net; backpropagation network; center distance; data transmission; error bits; factual data; fault-tolerant recognition method; nonlinear recognition method; realtime packet recognition; service packets; Fault tolerance; Fault tolerant systems; Feature extraction; Neurons; Payloads; Real-time systems; Training; BP Net; Center distance; Fault-tolerant recognition; Real-time services packets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Infocomm Technology (ICAIT), 2014 IEEE 7th International Conference on
Conference_Location :
Fuzhou
Print_ISBN :
978-1-4799-5454-4
Type :
conf
DOI :
10.1109/ICAIT.2014.7019550
Filename :
7019550
Link To Document :
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