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说明: 这些文件将在两用户非正交多址(NOMA)系统中实现用于信号检测的深度学习方法[1]。三个主要脚本分别是生成训练数据、训练神经网络和生成测试结果。该神经网络用于相位衰落的静态标量信道,用于NOMA系统中同时检测2个用户的单个子载波上的传输符号。考虑并测试了两种情况:一种是导频符号数目较少,另一种是循环前缀长度较短。在这两种情况下,深度学习方法都比传统的信道估计方法具有更强的鲁棒性。(These files are to implement the deep learning method for signal detection in a two-user non-orthogonal multiple access (NOMA) system [1]. The 3 main scripts are to generate training data, to train the neural network and to produce testing results, respectively. The neural network is trained for a static scalar channel with phase fading and is used to detect transmitted symbols on a single subcarrier for 2 users simultaneously in a NOMA system. Two scenarios are considered and tested: one is with fewer number of pilot symbols and the other is with shorter length of cyclic prefix. The deep learning method is shown to be more robust than conventional channel estimation methods in both cases.)
- 2020-11-16 17:49:40下载
- 积分:1
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R-software
一个关于统计方面的编程软件,内有安装程序以及相关方面的说明(A statistical programming software, installation procedures and the relevant aspects of the description within)
- 2012-09-22 17:35:14下载
- 积分:1
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常用聚类
常用聚类的MATLAB程序,调试均可用。包含k均值聚类、模糊C均值聚类、模糊减法聚类、谱系聚类(Common clustering MATLAB program, debugging are available. Including k-means clustering, fuzzy C-means clustering, fuzzy subtraction clustering, pedigree clustering)
- 2021-03-04 01:09:33下载
- 积分:1
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gps
自适应调零天线GPS抗干扰技术研究简析,介绍了智能天线的gps应用(Adaptive nulling antenna Analysis of GPS anti-jamming technology research, introduced the application of smart antenna gps)
- 2009-04-27 23:13:00下载
- 积分:1
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7z1900-src
7ZIP SDK / Full Source
- 2020-11-05 21:59:50下载
- 积分:1
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MazeGeneration
reflex game developed in Java. Creates mazes
- 2017-11-16 00:08:11下载
- 积分:1
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bp-yichaunsuanfa
该代码为基于遗传算法神经网络的预测代码,适合初学者(This code is the prediction code based on the genetic algorithm neural network)
- 2019-04-25 23:39:20下载
- 积分:1
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dekkd_modkekfdakk
make design mode win form by c sharp
- 2019-02-02 15:04:12下载
- 积分:1
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用VB写的一个动画小闹钟
用VB写的一个动画小闹钟- An animation small alarm clock writes which with VB
- 2022-01-25 17:23:46下载
- 积分:1
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二叉排序树的基本操作
该源代码详细介绍了有关二叉树的所有相关操作(The source code details all related operations on the two fork tree.)
- 2018-05-22 12:00:30下载
- 积分:1