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基于 Matlab 的 OFDM 系统信道评估设计
I
基于 Matlab 的 OFDM 系统信道评估设计
摘 要
本论文的研究背景基于 DOCSIS3.1
(Data Over Cable Service
Interface Specifications 有线电缆 数据服 务 接口规范 )
上的 CMTS
(Cable Modem Terminal Systems 电缆调制解调器终端系统)产品开
发。在 2015 年 ICTC 会议报道中,
一篇《迎接 DOCSIS3.1》主题演
讲宣告了 DOCSIS3.1 的到来。
DOCSIS3.1 是被国际上广泛接受的下
一代 CMTS 设备所采用的接入技术。它利用了近年来物理层技术上最
新的技术成果,如 OFDM,OFDMA,LDPC 编解码等,极大地提高
了 同 轴 电缆上 的 信 号 传输 速率 。 OFDM ( Orthogonal Frequency
Division Multiplexing)正交频分复用作为一种高效特殊的多载波调制
技术,能够有效地对抗多径传播,有很强的抗干扰性能,在移动通信、
数字电视、数字广播等领域得到了广泛应用。
在 CMTS 开发部署中如何针对不同用户或者网段的信道特性对
传输参数进行优化和调整是一个迫切需要解决的问题。本论文针对此
项问题,对采用的 OFDM 系统架构进行分析,同时设计出新的算法
在 OFDM 信号解调前对信号进行分析,具体通过 MER(modulation error
rate 调制误差比)来进行信道的评估。
MER 可代表被接收信号的单个
“品质因数”,常常用来作为接收机对传输的信号能够正确解码的早
期指示。通常在 MER 计算中需要已知接收信号和发送信号,而在实
际情况中,发送信号由于各种原因常常未知,因此本文将主要研究如
何在发送信号未知的情况下,在接收端进行盲的 MER 检测,并通过
基于 Matlab 的 OFDM 系统信道评估设计
II
MER 的值对信道进行评估。为了更好的进行信道估计,论文将在此
基础上改进函数功能,允许用户在接收端就任意段和任意大小的接收
数据进行 MER 检测。同时本论文还将对多次计算的结果进行大数据
分析和置信区间的判定,最终在 Matlab 上进行仿真和验证。由此,
本论文对于信道的评估,数据的可靠接收,以及支持 DOCSIS3.1 的
CMTS 系统开发部属和新标准的研究具有重要意义。
关键词:正交频分复用 DOCSIS 信道估计 MER 检测
基于 Matlab 的 OFDM 系统信道评估设计
III
CHANNEL EVALUATION DESIGN OF OFDM SYSTEM
BASED ON MATLAB
ABSTRACT
The research background of this paper is based on the development of CMTS product based
on DOCSIS3.1.In the 2015 ICTC conference report, a speech named "welcome to DOCSIS3.1"
announced the arrival of DOCSIS3.1. DOCSIS3.1 is next generation access technology used by
CMTS devices which widely accepted by the international. It uses the latest technology in
physical layer technology in recent years, such as OFDM, OFDMA, LDPC encoding and
decoding, which greatly improves the signal transmission rate on coaxial cable. OFDM
(orthogonal frequency division multiplexing) is a kind of efficient sp ecial multi carrier
modulation technology which can resist the multipath propagation effectively, and it has strong
anti-jamming performance. This technology has obtained widespread application in the field of
mobile communication, digital TV and digital broadcasting.
In the development and deployment of CMTS, it is an urgent need problem that how to
optimize and adjust the transmission parameters according to the channel characteristics of
different users or segment. So this paper will analyze the architecture of OFDM which is used in
CMTS system, and design new algorithm to analyze the signal before it has been demodulated in
receiving end. Specifically speaking, we will carry out channel evaluation by means of MER
(modulation error ratio). MER can represent a single "quality factor" of the received signal, which
is often used as an early indication of the receiver's signal can be correctly decoded. Generally
speaking, when we calculate the MER, we need to known the received signal and transmitted
signal. But the transmitted signal is often unknown due to various reasons in the actual situation.
So this paper will mainly studies how to detect the blind MER in receiving terminal in the case of
unknown transmitted signal and use the value of MER to evaluate the channel. In order to create a
more friendly user interface, the paper will allow the user to carry out MER detection in receiving
terminal based on arbitrary segments and arbitrary size of received data. In the end, this paper will
do the large data analysis on the results of several calculations including the determination of
基于 Matlab 的 OFDM 系统信道评估设计
IV
confidence interval. The result will be simulated and verificated on Matlab in the end. In a word,
this paper has important significance for channel estimation, robust reception of data and support
DOCSIS3.1 CMTS system development and the new standard of research.
Fan Jiajia(Electronics and Communication Engineering)
Supervised by Fan Hong
KEY WORDS: orthogonal frequency division multiplexing;DOCSIS;channel estimation;
MER detection
基于 Matlab 的 OFDM 系统信道评估设计
V
目录
摘 要...................................................................................................................... I
ABSTRACT ......................................................................................................... III
目录....................................................................................................................... V
1. 绪论................................................................................................................... 1
1.1 研究背景及意义...................................................................................... 1
1.2 项目背景介绍......................................................................................... 1
1.3 OFDM 技术发展历史 ............................................................................. 2
1.4 本文主要研究内容.................................................................................. 4
1.5 本章小结.................................................................................................. 5
2. 基于 DOCSIS 的 CMTS 系统 ......................................................................... 6
2.1 DOCSIS 标准 .......................................................................................... 6
2.1.1 DOCSIS 标准简介 ...................................................................... 6
2.1.2 DOCSIS 标准发展 ...................................................................... 6
2.1.3 DOCSIS 应用 .............................................................................. 7
2.2 CMTS 系统 .............................................................................................. 8
2.2.1 Cable Modem 电缆调制解调器 .................................................. 8
2.2.2 CMTS 系统实现方案 .................................................................. 9
2.2.3 CMTS 系统通信过程 ................................................................ 10
2.3 CMTS 系统应用 .................................................................................... 10
2.4 本章小结............................................................................................... 11
3.OFDM 系统构架 ........................................................................................... 12
3.1 OFDM 相关技术 ................................................................................... 12
3.1.1 信道分配.................................................................................... 12
3.1.2 多天线技术................................................................................ 13
3.1.3 调制方式及相关技术................................................................ 13
3.2 OFDM 系统基本原理 ........................................................................... 14
3.3 OFDM 系统结构 ................................................................................... 15
3.3.1 信号的串并变换........................................................................ 16
3.3.2 正交调制原理............................................................................ 16
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