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