Signal Blind Recovery in Communication Systems Using Support Vector Machines

• 出 处: 南京邮电大学学报(自然科学版)
• 发表日期: 2010年01期
• 关键词: equalization blind machines deduced iterative kernel merit briefly transformed s

This paper focuses on the applications of the support vector machines in solving the problem of blind recovery in digital communication systems.We introduce the technique of support vector machines briefly,the development of blind equalization and analyze the problems which need to be resolved of the blind problems.Then the applicability of support vector machines in blind problem is highlighted and deduced.Finally,merit and shortage of blind equalization using support vector machines which is already exist to be discussed and the direction of further research is indicated.

This paper focuses on the applications of the support vector machines in solving the problem of blind recovery in digital communication systems. We introduce the technique of support vector machines briefly, the development of blind equalization and analyze the problems which need to be resolved of the blind problems.Then the applicability of support vector machines in blind problem is highlighted and deduced. Finally, merit and shortage of blind equalization using support vector machines which is already exist to be discussed and the direction of further research is indicated.