A Statistical Solution to a Text Decoding Challenge Problem

Author

X. Cai
R. Xu
V. A. Samaranayake, Missouri University of Science and TechnologyFollow
Donald C. Wunsch, Missouri University of Science and TechnologyFollow

Abstract

Given an encoded unknown text message in the form of a three dimensional spatial series generated by the use of four smooth nonlinear functions, we use a novel method based on simple statistical reasoning to pick up samples for rebuilding the four functions. The estimated functions are then used to decode the sequence. The experimental results show that our method gives a nearly perfect decoding, enabling us to submit a 100% accurate solution to the IJCNN challenge problem.

Recommended Citation

X. Cai et al., "A Statistical Solution to a Text Decoding Challenge Problem," Proceedings of the International Joint Conference on Neural Networks, vol. 2, pp. 1043 - 1046, Institute of Electrical and Electronics Engineers, Jan 2001.

Department(s)

Mathematics and Statistics

Second Department

Electrical and Computer Engineering

Third Department

Computer Science

Document Type

Article - Conference proceedings

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2024 Institute of Electrical and Electronics Engineers, All rights reserved.

Publication Date

01 Jan 2001