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SVM-Multiregression
- SVM Multiregression for Non Linear Channel Estimation in Multiple-Input Multiple-Output Systems 在多输入多输出系统中的SVM多元回归非线性逼近-This paper addresses the problem of Multiple-Input Multiple-Output (MIMO) frequency non-selective channel estimation. We d
OFDM
- Matlab code which implements MB-OFDM transmission block as per ECMA 368 standard. OFDM over frequency selective wireless channels simulation code for Peak-to-Average Power Ratio (PAPR) reduction in MIMO OFDM/A system using CMA This is an OFDM s
Deep Learning Based Communication Over the Air
- 通信系统的端到端学习是a 引人入胜的新颖概念迄今为止仅被验证 模拟基于块的传输。它允许学习 发射机和接收机实现为深度神经网络 (NN),它们针对任意可区分的端到端进行了优化 performancemetric,例如块错误率(BLER)。在本文中,我们 证明无线传输是可能的:我们建造, 训练,并运行完整的通讯系统 的神经网络使用非同步的现成软件定义无线电 和开源深度学习软件库。(End-to-end learning of communications systems is a