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2020 – today
- 2023
[c11]Yuchen Feng, Ying Zhang, Fan Fei, Jin Wu, Yixin Wu, Songyan Xue, Jinyan Fan:
Exploiting Channel Sparsity in Massive MIMO Blind Signal Detection via ℓ2-ℓ1 Optimization Over the Stiefel Manifold. SPAWC 2023: 441-445- [c10]Hongzhi Chen, Lifu Liu, Songyan Xue, Yan Sun, Jiyong Pang:
Active Sensing for Beam Management: A Deep-Learning Approach. WCNC 2023: 1-6 - 2021
- [j2]Songyan Xue
, Yi Ma, Na Yi:
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels. IEEE Trans. Wirel. Commun. 20(9): 5531-5542 (2021) - [c9]Jiuyu Liu, Yi Ma, Jinfei Wang, Na Yi, Rahim Tafazolli, Songyan Xue, Fan Wang:
A Non-Stationary Channel Model with Correlated NLoS/LoS States for ELAA-mMIMO. GLOBECOM 2021: 1-6 - [c8]Yu Gao, Songyan Xue, Mengying Ding, Jinlin Peng, Jiyong Pang:
Exploring Extended Reality with Flexible Spectrum Access in Wireless Cellular Network. PIMRC 2021: 1-6 - [c7]Lifu Liu, Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli:
On the Design of Quantization Functions for Uplink Massive MIMO with Low-Resolution ADCs. VTC Spring 2021: 1-5 - [i4]Songyan Xue, Yi Ma, Na Yi:
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels. CoRR abs/2105.01260 (2021) - [i3]Jiuyu Liu, Yi Ma, Jinfei Wang, Na Yi, Songyan Xue, Rahim Tafazolli, Fan Wang:
A Non-Stationary Channel Model with Correlated NLoS/LoS States for ELAA-mMIMO. CoRR abs/2108.08357 (2021) - 2020
- [c6]Songyan Xue, Yi Ma, Rahim Tafazolli:
An Orthogonal-SGD Based Learning Approach for MIMO Detection under Multiple Channel Models. ICC Workshops 2020: 1-6 - [c5]Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli:
On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems. PIMRC 2020: 1-6 - [i2]Songyan Xue, Yi Ma, Na Yi, Terence E. Dodgson:
A Modular Neural Network Based Deep Learning Approach for MIMO Signal Detection. CoRR abs/2004.00404 (2020) - [i1]Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli:
On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems. CoRR abs/2004.06599 (2020)
2010 – 2019
- 2019
- [j1]Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli:
Unsupervised Deep Learning for MU-SIMO Joint Transmitter and Noncoherent Receiver Design. IEEE Wirel. Commun. Lett. 8(1): 177-180 (2019) - [c4]Ang Li, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli, Terence E. Dodgson:
Unsupervised Deep Learning for Blind Multiuser Frequency Synchronization in OFDMA Uplink. ICC 2019: 1-6 - [c3]Songyan Xue, Yi Ma, Ang Li, Na Yi, Rahim Tafazolli:
On Unsupervised Deep Learning Solutions for Coherent MU-SIMO Detection in Fading Channels. ICC 2019: 1-6 - [c2]Jinfei Wang, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli, Terence E. Dodgson:
Parallel Decoding for Non-recursive Convolutional Codes and Its Enhancement Through Artificial Neural Networks. SPAWC 2019: 1-5 - 2018
- [c1]Ang Li, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli:
A Carrier-Frequency-Offset Resilient OFDMA Receiver Designed Through Machine Deep Learning. PIMRC 2018: 1-6
Coauthor Index
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