
教授 博士生导师 硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
学科:信号与信息处理
生物医学工程
办公地点:大连理工大学创新园大厦
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发布时间:2019-03-11
论文类型:期刊论文
发表时间:2006-01-01
发表刊物:3rd International Symposium on Neural Networks (ISNN 2006)
收录刊物:CPCI-S、EI、SCIE
卷号:3973
页面范围:108-113
ISSN号:0302-9743
摘要:This paper models the ambient noise as a stable distribution and proposes a novel robust multiuser detection (MUD) method that involves an adaptive nonlinear preprocessor based on multilayer perceptron neural-network whose action is to suppress the negative effect of impulsive noises on the followed decorrelating decision-feedback (DDF) multiuser detector. Simulation results indicate the proposed new method is robust and offers performance enhancement over traditional technology in impulsive noises.