讲座通知

2024-09-17 18:06

应我校电信学院于启月教授邀请,信息论与编码、信息安全领域的国际著名学者韩永祥教授(IEEE Fellow),将来我校访问讲学和交流研讨。

韩永祥教授将分别于2024918日、919日和920日在科创大厦黄大年茶思屋进行三场学术讲座,讲座将重点讨论Reed-Solomon码的最新研究进展及有限域上的快速傅里叶变换算法等前沿课题。欢迎全校感兴趣的师生参加。

 

讲学时间:20249月18日上午 9:00-12:00

讲学地点:科创大厦黄大年茶思屋

讲学题目: From Finite Fields to Reed-Solomon Code

报告内容简介:

This lecture will offer an accessible yet comprehensive introduction to the theory of Reed-Solomon codes, a technology widely used in various communication systems such as deep space communication, storage, and broadcasting. First, the lecture will introduce the relevant theory of finite fields, covering topics such as prime fields, extension fields, polynomials over fields, the extended Euclidean algorithm, and other foundational concepts. This will lead to the definition of linear block codes, including their structure and the Singleton Bound. Building on the Singleton Bound, the definition of Reed-Solomon codes will be introduced, along with the classical encoding algorithms for Reed-Solomon codes. Professor Han will then provide a detailed explanation of the classical decoding algorithms for Reed-Solomon codes. This lecture will serve as the foundation for the subsequent two lectures.

讲学时间:20249月19日下午 14:00-17:00

讲学地点:科创大厦黄大年茶思屋

讲学题目:Applications of RS Codes and an Introduction to Fourier Transform over Finite Fields

报告内容简介:

The first part of this lecture will build upon the foundational theory of Reed-Solomon codes discussed in the previous lecture and further explore how Reed-Solomon codes can be applied in secure wireless sensor networks. This work, published in the paper “A Pairwise Key Pre-distribution Scheme for Wireless Sensor Networks”, has been cited over 2,500 times and received the 2013 ACM CCS Test-of-Time Award.  The second part will introduce the fundamentals of Fourier transforms over finite fields and present the Fast Fourier Transform (FFT) algorithm in this context, which breaks decades of stagnation in the field by reducing the computational complexity to O(nlg(n)).

 

讲学时间:2024920日上午 9:00-12:00

讲学地点:科创大厦黄大年茶思屋

讲学题目:  Fast Fourier Transform for Finite Fields and Its Applications to Reed-Solomon Codes

报告内容简介:

Recently, a new polynomial basis over binary extension fields was proposed, such that the fast Fourier transform (FFT) over such fields can be computed in the complexity of order O(nlg(n)), where n is the number of points evaluated in FFT. In this paper, we reformulate this FFT algorithm, such that it can be easier understood and be extended to develop frequency domain decoding algorithms for (n = 2m , k) systematic Reed-Solomon (RS) codes over F2m , mZ+ , with n - k a power of two. First, the basis of syndrome polynomials is reformulated in the decoding procedure so that the new transforms can be applied to the decoding procedure. A fast extended Euclidean algorithm is developed to determine the error locator polynomial. The computational complexity of the proposed decoding algorithm is O(nlg(n - k) + (n - k) lg2(n - k)), improving upon the best currently available decoding complexity O(n lg2(n) lglg(n)), and reaching the best known complexity bound that was established by Justesen in 1976. However, Justesen's approach is only for the codes over some specific fields, which can apply Cooley-Tukey FFTs. As revealed by the computer simulations, the proposed decoding algorithm is 50 times faster than the conventional one for the (216 , 215 ) RS code over F216

报告人简介

image-20240917180430-1

韩永祥教授,1984年毕业于台湾清华大学电机工程学系并于1986年于同系取得硕士学位,1993年获得纽约州雪城大学计算机与信息科学博士。目前担任电子科技大学(深圳)高等研究院教授,同时也是华为科技公司理论部重要顾问。

韩教授的研究兴趣主要是在错误控制码,无线网络和资讯安全。韩教授已从事最先进的错误控制码解码研究超过30年。30年前他首先开发了基于A *算法的连续型解码演算法,它是对二进制线性区块码最有效的最大似然软性决定解码演算法。此解码演算法已被收录于错误控制码的经典教科书中。韩教授还成功地应用编码理论于无线传感器网络的研究领域。他已出版几个关于无线传感器网络研究的高被引用著作。其中一篇关于随机密钥预分配方案著作被引用超过二千两百次。他还担任多个国际学术刊物的编辑。

韩教授是1994年雪城大学博士论文奖得主,同时也是IEEE Fellow2013年他的一篇论文赢得了久负盛名的ACM CCS Test of Time奖。此奖项为ACM资讯安全领域的年度最有影响力论文奖。