Search Results for author: Songyan Xue

Found 4 papers, 0 papers with code

End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels

no code implementations4 May 2021 Songyan Xue, Yi Ma, Na Yi

In this paper, a novel end-to-end learning approach, namely JTRD-Net, is proposed for uplink multiuser single-input multiple-output (MU-SIMO) joint transmitter and non-coherent receiver design (JTRD) in fading channels.

A Benchmark for Voice-Face Cross-Modal Matching and Retrieval

no code implementations1 Jan 2021 Chuyuan Xiong, Deyuan Zhang, Tao Liu, Xiaoyong Du, Jiankun Tian, Songyan Xue

In this paper, a baseline evaluation framework is proposed for voice-face matching and retrieval tasks.

On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems

no code implementations14 Apr 2020 Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli

Otherwise, it is called non-systematic waveform, where no artificial design is involved.

A Modular Neural Network Based Deep Learning Approach for MIMO Signal Detection

no code implementations1 Apr 2020 Songyan Xue, Yi Ma, Na Yi, Terence E. Dodgson

Motivated by this finding, we propose a novel modular neural network based approach, termed MNNet, where the whole network is formed by a set of pre-defined ANN modules.


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