Songyan Xue

19 papers A* 1B 5Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples.
INFOCOM
Haoxuan Yuan, Zhe Chen, Zheng Lin, Jinbo Peng, Yuhang Zhong, Xuanjie Hu, Songyan Xue, Wei Li, Yue Gao
2025 J jnl
Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples.
CoRR
Haoxuan Yuan, Zhe Chen, Zheng Lin, Jinbo Peng, Yuhang Zhong, Xuanjie Hu, Songyan Xue, Wei Li, Yue Gao
2023 B conf
Active Sensing for Beam Management: A Deep-Learning Approach.
WCNC
Hongzhi Chen, Lifu Liu, Songyan Xue, Yan Sun, Jiyong Pang
2023 — conf
Exploiting Channel Sparsity in Massive MIMO Blind Signal Detection via ℓ2-ℓ1 Optimization Over the Stiefel Manifold.
SPAWC
Yuchen Feng, Ying Zhang, Fan Fei, Jin Wu, Yixin Wu, Songyan Xue, Jinyan Fan
2021 B conf
A Non-Stationary Channel Model with Correlated NLoS/LoS States for ELAA-mMIMO.
GLOBECOM
Jiuyu Liu, Yi Ma, JinFei Wang, Na Yi, Rahim Tafazolli, Songyan Xue, Fan Wang
2021 J jnl
A Non-Stationary Channel Model with Correlated NLoS/LoS States for ELAA-mMIMO.
CoRR
Jiuyu Liu, Yi Ma, JinFei Wang, Na Yi, Songyan Xue, Rahim Tafazolli, Fan Wang
2021 J jnl
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels.
CoRR
Songyan Xue, Yi Ma, Na Yi
2021 J jnl
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels.
IEEE Trans. Wirel. Commun.
Songyan Xue, Yi Ma, Na Yi
2021 B conf
Exploring Extended Reality with Flexible Spectrum Access in Wireless Cellular Network.
PIMRC
Yu Gao, Songyan Xue, Mengying Ding, Jinlin Peng, Jiyong Pang
2021 — conf
On the Design of Quantization Functions for Uplink Massive MIMO with Low-Resolution ADCs.
VTC Spring
Lifu Liu, Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
2020 J jnl
A Modular Neural Network Based Deep Learning Approach for MIMO Signal Detection.
CoRR
Songyan Xue, Yi Ma, Na Yi, Terence E. Dodgson
2020 — conf
An Orthogonal-SGD Based Learning Approach for MIMO Detection under Multiple Channel Models.
ICC Workshops
Songyan Xue, Yi Ma, Rahim Tafazolli
2020 B conf
On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems.
PIMRC
Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
2020 J jnl
On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems.
CoRR
Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
2019 — conf
On Unsupervised Deep Learning Solutions for Coherent MU-SIMO Detection in Fading Channels.
ICC
Songyan Xue, Yi Ma, Ang Li, Na Yi, Rahim Tafazolli
2019 — conf
Parallel Decoding for Non-recursive Convolutional Codes and Its Enhancement Through Artificial Neural Networks.
SPAWC
JinFei Wang, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli, Terence E. Dodgson
2019 — conf
Unsupervised Deep Learning for Blind Multiuser Frequency Synchronization in OFDMA Uplink.
ICC
Ang Li, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli, Terence E. Dodgson
2019 J jnl
Unsupervised Deep Learning for MU-SIMO Joint Transmitter and Noncoherent Receiver Design.
IEEE Wirel. Commun. Lett.
Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
2018 B conf
A Carrier-Frequency-Offset Resilient OFDMA Receiver Designed Through Machine Deep Learning.
PIMRC
Ang Li, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli