Study on LTE MIMO System in SIMD Architecture

碩士 === 國立中山大學 === 通訊工程研究所 === 106 === In order to increase the spectral efficiency under limited bandwidth, the main technology Long Term Evolution (LTE) of the Fourth Generation of Mobile Phone Mobile Communication Technology Standards (4G) adopts Multiple Input Multiple Output (MIMO) technology. I...

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Main Authors: Hsin-Tzu Chang, 張心慈
Other Authors: Chao-Kai Wen
Format: Others
Language:zh-TW
Published: 2018
Online Access:http://ndltd.ncl.edu.tw/handle/2wmp9x
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spelling ndltd-TW-106NSYS56500192019-11-21T05:33:00Z http://ndltd.ncl.edu.tw/handle/2wmp9x Study on LTE MIMO System in SIMD Architecture 基於單指令多資料流架構的 LTE MIMO 系統軟體之研究 Hsin-Tzu Chang 張心慈 碩士 國立中山大學 通訊工程研究所 106 In order to increase the spectral efficiency under limited bandwidth, the main technology Long Term Evolution (LTE) of the Fourth Generation of Mobile Phone Mobile Communication Technology Standards (4G) adopts Multiple Input Multiple Output (MIMO) technology. In addition, LTE also incorporates Orthogonal Frequency Division Multiple (OFDM) technology. In the traditional mobile phone development process, antenna design is usually considered at the final stage, which leads to a large number of risks in the development process. Therefore, we propose a software testing platform. We hope to conduct preliminary antenna testing and effectiveness evaluation by software simulation at the initial stage of mobile phone development. However, the complexity of a MIMO system increases with the increase of transmitting and receiving antennas, and the software computing time also increases. For communication of millisecond-level transmission, the software platform''s calculation time is very slow, so in order to shorten the software computing time. The software testing platform provided in this paper is written under the background of C language in Windows system, and through the introduction of Math Kernel Library (MKL), the computing time of large-dimension matrix is shortened; Combine the Single Instruction Multiple Data (SIMD) architecture to accelerate the computation of small dimensional matrices to increase the overall software computation speed. The test platform provides a complete algorithm, which includes modulation QPSK, 16QAM, 64QAM, 256QAM and 1024QAM, the transmitter supports 4 channels and 8 channels, MIMO detector has EP detector and LORD detector, the code rate of turbo code is 1/3. Chao-Kai Wen 溫朝凱 2018 學位論文 ; thesis 57 zh-TW
collection NDLTD
language zh-TW
format Others
sources NDLTD
description 碩士 === 國立中山大學 === 通訊工程研究所 === 106 === In order to increase the spectral efficiency under limited bandwidth, the main technology Long Term Evolution (LTE) of the Fourth Generation of Mobile Phone Mobile Communication Technology Standards (4G) adopts Multiple Input Multiple Output (MIMO) technology. In addition, LTE also incorporates Orthogonal Frequency Division Multiple (OFDM) technology. In the traditional mobile phone development process, antenna design is usually considered at the final stage, which leads to a large number of risks in the development process. Therefore, we propose a software testing platform. We hope to conduct preliminary antenna testing and effectiveness evaluation by software simulation at the initial stage of mobile phone development. However, the complexity of a MIMO system increases with the increase of transmitting and receiving antennas, and the software computing time also increases. For communication of millisecond-level transmission, the software platform''s calculation time is very slow, so in order to shorten the software computing time. The software testing platform provided in this paper is written under the background of C language in Windows system, and through the introduction of Math Kernel Library (MKL), the computing time of large-dimension matrix is shortened; Combine the Single Instruction Multiple Data (SIMD) architecture to accelerate the computation of small dimensional matrices to increase the overall software computation speed. The test platform provides a complete algorithm, which includes modulation QPSK, 16QAM, 64QAM, 256QAM and 1024QAM, the transmitter supports 4 channels and 8 channels, MIMO detector has EP detector and LORD detector, the code rate of turbo code is 1/3.
author2 Chao-Kai Wen
author_facet Chao-Kai Wen
Hsin-Tzu Chang
張心慈
author Hsin-Tzu Chang
張心慈
spellingShingle Hsin-Tzu Chang
張心慈
Study on LTE MIMO System in SIMD Architecture
author_sort Hsin-Tzu Chang
title Study on LTE MIMO System in SIMD Architecture
title_short Study on LTE MIMO System in SIMD Architecture
title_full Study on LTE MIMO System in SIMD Architecture
title_fullStr Study on LTE MIMO System in SIMD Architecture
title_full_unstemmed Study on LTE MIMO System in SIMD Architecture
title_sort study on lte mimo system in simd architecture
publishDate 2018
url http://ndltd.ncl.edu.tw/handle/2wmp9x
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