A NEURAL NETWORK FOR DECODING OF NONLINEAR CODES

Ma Xiaomin; Yang Yixian; Zhang Zhaozhi

Volume 20 Issue 6

Nov. 1998

Turn off MathJax

Article Contents

Article Navigation > Journal of Electronics & Information Technology > 1998 > 20(6): 847-851

Ma Xiaomin, Yang Yixian, Zhang Zhaozhi. A NEURAL NETWORK FOR DECODING OF NONLINEAR CODES[J]. Journal of Electronics & Information Technology, 1998, 20(6): 847-851.

Citation:

Ma Xiaomin, Yang Yixian, Zhang Zhaozhi. A NEURAL NETWORK FOR DECODING OF NONLINEAR CODES[J]. Journal of Electronics & Information Technology, 1998, 20(6): 847-851.

Ma Xiaomin, Yang Yixian, Zhang Zhaozhi. A NEURAL NETWORK FOR DECODING OF NONLINEAR CODES[J]. Journal of Electronics & Information Technology, 1998, 20(6): 847-851.

Citation:

Ma Xiaomin, Yang Yixian, Zhang Zhaozhi. A NEURAL NETWORK FOR DECODING OF NONLINEAR CODES[J]. Journal of Electronics & Information Technology, 1998, 20(6): 847-851.

PDF( 462 KB)

A NEURAL NETWORK FOR DECODING OF NONLINEAR CODES

Received Date: 1997-08-01
Rev Recd Date: 1998-04-10
Publish Date: 1998-11-19

Abstract

Abstract

A decoding strategy for nonlinear codes using a neural network is presented. Within the capacity of error correction, it can correct and detect errors of general nonlinear codes which have some specific code distance with zero error probability. This paper describes structure of the neural network, learning algorithm and theory analysis. Finally, one decoding example: nonlinear constant weight code is demonstrated to prove the availability and values of theory and application.

FullText(HTML)

References(1)

References

Macmilliams F J, et al. The Theory of Error-correcting Codes. New York: North-Holland, 1977.[2]Bruck J, et al. Neural networks error correcting codes and polynomials over the binary n cube IEEE Trans. on Inform. Theory, 1989, IT-35(4): 976-987.[3]杨义先,林须端. 编码密码学.北京: 人民邮电出版社,1992, 304-456.[4]]杨义先.人工神经网络能量函数与纠错码译码算法.模式识别与人工智能,1991, 4(3): 22-27.[5]Jin Fan, et al. A new class of nonlinear error control codes based on neural networks. JSJO, 1995, 3(2): 109-116.[6]许成谦,等.神经网络与非线性码最小加权距离译码算法.北京邮电大学学报,1994, 17(2): 23-26.[7][7][8]Espositom A, et al. A neural network for error correcting decoding of binary linear codes[J].Neural Networks.1994, 7(1):195-202[9]Lifang Li, et al. A modified learning rule of the neural network for error correcting decoding. Proc. of ICONIP95, Beijing: 1995: 562-565.

Relative Articles

Supplements(0)

Cited By

Proportional views