Degree Type

Creative Component

Semester of Graduation

Spring 2020

Department

Electrical and Computer Engineering

First Major Professor

Zhengdao Wang

Degree(s)

Master of Science (MS)

Major(s)

Electrical Engineering

Abstract

Machine learning is wildly used nowadays in communication area. Also, 5G will become more general in the future, an effective decoder for massive MIMO channel is important. In my creative component, I combined sphere decoding algorithm with deep neural network, to generate a low complexity decoder.

Copyright Owner

Yangyue Ma

File Format

PDF

Share

COinS