Publications

 

Journal:   

[42] Z. Hu, Y. Zou and J. Xue, "A Lightweight Design to Convolution Based Deep Learning CSI Feedback," IEEE Communications Letters, 2024.

[41] X. Gao, H. Li, H. Zhang, J. Xue, S. Sun and W. Liu, "Traffic prediction based on spatial-temporal disentangled generative models, " Information Sciences, vol. 680, no. 121142, 2024.

[40] H. Du, L. Li and J. Xue, "Robust Signal Detection in Complex Noise and Interference Environment Based on MoG Modeling," IEEE Wireless Communications Letters, 2024.

[39] G. Liu, Z. Hu, L. Wang, H. Zhang, J. Xue and M. Matthaiou, "A Hypernetwork Based Framework for Non-Stationary Channel Prediction," IEEE Transactions on Vehicular Technology, vol. 73, no. 6, pp. 8338-8351, Jun. 2024.

[38] J. Xu, Y. Zhao, Z. Liu, J. Xue and Y. Zhang, "A Fast Neural Network Solution for Optimal SCSI Aided Two-User MISO Broadcast Beamforming," IEEE Communications Letters, vol. 28, no. 3, pp. 542-546, Mar. 2024.

[37] H. Du, J. Xue and Q. Duan, "Phase Noise Estimation Under the Assumption of Autoregressive Process Model in OFDM System," IEEE Communications Letters, vol. 28, no. 1, pp. 188-192, Jan. 2024.

[36] R. Li, J. Xue, J. Sun and S. Chatzinotas, “A Deep Learning Approach for Universal NPRACH Detection with Inter-Cell Interference,” IEEE Transactions on Communications, November 2023.

[35] R. Li, J. Sun, J. Xue and C. Masouros, “Scenario-Aware Learning Approaches to Adaptive Channel Estimation,” IEEE Transactions on Communications, November 2023.

[34] Z. Hu, J. Xue, F. Li, Q. Zhao, D. Meng, Z. Xu, “Robust channel estimation based on the maximum entropy principle,” Science China Information Sciences, 66, 222304, Dec. 2023.

[33] Y. Zhang, J. Sun, J. Xue, L. Han and Z. Xu, “Improving Signal Detector by Precoding in Uplink Multiuser MIMO System,” IEEE Transactions on Vehicular Technology, August 2023.

[32] Y. Meng, Q. Duan, K. Jiao, J. Xue, “A Screened Predictive Model for Esophageal Squamous Cell Carcinoma Based on Salivary Flora Data,” Mathematical Biosciences and Engineering, 2023.

[31] Z. Hu, G. Liu, Q. Xie, J. Xue, D. Meng and D. Gündüz, “A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback,” IEEE Transactions on Wireless Communications, May 2023.

[30] J. Xu, C. Kang, J. Xue and Y. Zhang, “A Fast Deep Unfolding Learning Framework for Robust MU-MIMO Downlink Precoding,” IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 2, pp. 359-372, April 2023.

[29] Y. Yang, F. Gao, J. Xue, T. Zhou and Z. Xu, “MIMO Detector Selection With Federated Learning,” IEEE Transactions on Wireless Communications, vol. 22, no. 7, pp. 4654-4667, July 2023.

[28] L. Wang, G. Liu, J. Xue and K. -K. Wong, “Channel Prediction Using Ordinary Differential Equations for MIMO Systems,” IEEE Transactions on Vehicular Technology, vol. 72, no. 2, pp. 2111-2119, Feb. 2023.

[27] G. Liu, Z. Hu, L. Wang, J. Xue, H. Yin and D. Gesbert, “Spatio-Temporal Neural Network for Channel Prediction in Massive MIMO-OFDM Systems,” IEEE Transactions on Communications, vol. 70, no. 12, pp. 8003-8016, Dec. 2022.

[26] Y. Zhang, J. Sun, J. Xue, G. Y. Li and Z. Xu, “Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection,” IEEE Transactions on Signal Processing, vol. 70, pp. 4483-4497, Sept. 2022.

[25] S. Fan, J. Xu, J. Xue and Y. Zhang, “One-Bit Statistical ECSI Learning for Single-Group Multicast Secure Beamforming,” IEEE Communications Letters, vol. 26, no. 11, pp. 2552-2556, Nov. 2022.

[24] Y. Yang, F. Gao, M. Wang, J. Xue and Z. Xu, “Dynamic Neural Network for MIMO Detection,” IEEE Journal on Selected Areas in Communications, vol. 40, no. 8, pp. 2254-2266, Aug. 2022.

[23] H. Du, Y. Deng, J. Xue, D. Meng, Q. Zhao and Z. Xu, “Robust Online CSI Estimation in a Complex Environment,” IEEE Transactions on Wireless Communications, vol. 21, no. 10, pp. 8322-8336, Oct. 2022.

[22] J. Guo, L. Wang, F. Li and J. Xue, “CSI Feedback With Model-Driven Deep Learning of Massive MIMO Systems,” IEEE Communications Letters, vol. 26, iss. 3, pp. 547–551, Mar. 2022.

[21] Z. Hu, J. Guo, G. Liu, H. Zheng and J. Xue, “MRFNet: A Deep Learning-Based CSI Feedback Approach of Massive MIMO Systems,” IEEE Communications Letters, vol. 25, iss. 10, pp. 3310–3314, Jul. 2021.

[20] L. Wang, J. Xue, J. Thompson and J. Yu, “Intelligent Signal Detection Under Spatially Correlated Noise,” IEEE Access, vol. 8, pp.201995-202005, Nov. 2020.

[19] J. Sun, Y. Zhang, J. Xue and Z. Xu, “Learning to Search for MIMO Detection,” IEEE Trans. on Wireless Communications, vol. 19, iss. 11, 7571-7584, Nov. 2020.

[18] Z. Zheng, H. Du, J. Xue and Z. Wu, “Adaptive Spatial Modulation for Indoor Visible Light Communications,” IEEE Communication Letters, vol. 24, iss. 10, Oct. 2020.

[17] J. Xue, S. Biswas, A. C. Cirik, H. Du, T. Ratnarajah, and M. Sellathurai, “Transceiver Design of Optimum Wirelessly Powered Full-Duplex MIMO IoT Devices,” IEEE Trans. on Communication,vol. 66, iss. 5, pp. 1955-1969, May 2018.

[16] Y. Luo, T. Ratnarajah, J. Xue and F. Khan, “Interference Alignment in Two-Tier Randomly Distributed Heterogeneous Wireless Networks Using Stochastic Geometry Approach,” IEEE Systems Journal, vol. 12, iss. 3, pp. 2238-2249, Sept. 2018.

[15] S. Biswas, J. Xue, T. Ratnarajah and F. Khan, “Performance Analysis of Correlated Massive MIMO Systems with Spatially Distributed Users,” IEEE Systems Journal, vol. 12, iss. 2, pp. 1850-1861, June 2018.

[14] Y. He, J. Xue, T. Ratnarajah, M. Sellathurai and F. Khan, “On the Performance of Cooperative Spectrum Sensing in Random Cognitive Radio Networks,” IEEE Systems Journal, vol. 12, iss. 1, pp. 881-892, Mar. 2018.

[13] Y. Zhang, J.Xue and T. Ratnarajah, “Capacity analysis for Multi-Antenna Dual Hop AF System with randomCo-channel Interference Using Different Transferring Schemes,” IET Communications, vol. 11, iss. 9, pp. 6-22, July 2017.

[12] H. He, J. Xue, T. Ratnarajah, F. Khan and C. B. Papadias, “Modeling and Analysis of Cloud Radio Access Networks Using Matern Hard-core Point Processes,” IEEE Trans. on Wireless Communications, Vol. 15, Issue 6, pp. 4074-4087, June 2016.

[11] S. Biswas, S. Vuppala, J. Xue and T. Ratnarajah, “On the Performance of Relay Aided Millimeter Wave Networks,” IEEE Journal of Selected Topics in Signal Processing, Vol. 10, No. 3, pp. 576-588, April 2016.

[10] W. Liu, Z. Ding, T. Ratnarajah and J. Xue, “On Ergodic Secrecy Capacity of Random Wireless Networks with Protected Zones,” IEEE Trans. on Vehicular Technology, Vol. 65, Issue 8, pp. 6146-6158, Aug. 2016.

[9] Y. He, T. Ratnarajah, E H.G. Yousif, J. Xue and M. Sellathurai, “Performance Analysis of Multi-antenna GLRT-Based Spectrum Sensing for Cognitive Radio,” Signal Processing, vol. 120, pp. 580-593, Mar. 2016.

[8] J. Xue, M. Sellathurai, T. Ratnarajah and Z. Ding, “Performance Analysis for Multi-Way Relaying in Rician Fading Channels,” IEEE Trans. on Communications, vol. 63, issue 11, pp. 4050-5062, Nov. 2015.

[7] F. A. Khan, H. He, J. Xue and T. Ratnarajah, “Performance Analysis of Cloud Radio Access Networks with Distributed Multiple Antenna Remote Radio Heads,” IEEE Trans. on Signal Processing, Vol. 63, Issue 18, pp. 4784-4799, August 2015.

[6] Y. Zhang, J. Xue, T. Ratnarajah and C. Zhong, “Error exponentsanalysis of dual-hop kappa-mu and eta-mu fading channel with amplify-and-forward relaying,” IET Communications, Vol 9, Issue 11, pp. 1367-1379, July 2015.

[5] J. Xue, T. Ratnarajah and C. Zhong, “Error Exponents for Multi-keyhole MIMO Channels,” Problems of Information Transmission, Volume 51, Issue 1, pp 1-19, January 2015.

[4] J. Xue, T. Ratnarajah, C. Zhong, and C. K. Wen, “Reliability Analysis for Large MIMO Systems,” IEEE Wireless Communications Letters, Vol. 3, No. 6, pp. 553-556, December 2014.

[3] J. Xue, M. Z. I. Sarkar and T. Ratnarajah, “Error Exponents for Nakagami-m Fading Channels,” Problems of Information Transmission, Volume 50, Issue 2, pp 144-170, April 2014.

[2] Y. Luo, H. Du, J. Xue, T. Ratnarajah and D. Wilcox, “On the performance of asynchronous ad-hoc networks using interference alignment with renewal process,” IET Communications, Vol. 7, Issue. 15, October 2013.

[1] J. Xue, C. Zhong and T. Ratnarajah, “Performance Analysis of Orthogonal STBC in Generalized-K Fading MIMO Channels,” IEEE Trans on Vehicular Technology, Vol. 61, No. 3, pp. 1473-1479, March 2012.

 

Conference:

 

[36] Y. Zou, Z. Hu, Y. Zhang and J. Xue, “A Hyper-Network-Aided Approach for ISTA-based CSI Feedback in Massive MIMO systems,” IEEE 98th Vehicular Technology Conference (VTC2023-Fall), Hong Kong, Oct. 10-13, 2023.

[35] W. Song, H. Du and J. Xue, “A Novel Iterative Receiver for Clipping Distortion Recovery in OFDM Systems,” IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence, Italy, June 20-23, 2023.

[34] X. Chang, J. Xue, J. Zhao, Z. Wang, J. Tan, “Dynamic Graph Convolutional Transformer for Short-term Wind Speed Forecasting,” ICCAI '23: Proceedings of the 2023 9th International Conference on Computing and Artificial Intelligence, March, 2023.

[33] R. Sun, Y. Zhang, H. Zheng, J. Guo, J. Sun and J. Xue, “A Douglas-Rachford Splitting Approach Based Deep Network for MIMO Signal Detection,” IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, March 26-29, 2023.

[32] L. Wang, G. Liu and J. Xue, “Channel Prediction Using a System of Ordinary Differential Equation,” IEEE 22nd International Conference on Communication Technology (ICCT), Nanjing, China, Nov. 11-14, 2022.

[31] H. Du, J. Xue and Q. Duan, “Phase Noise Estimation In Time Domain For OFDM System,” IEEE 14th International Conference on Wireless Communications and Signal Processing (WCSP), Nanjing, China, Nov. 1-3, 2022.

[30] H. Zheng, Y. Zhang, Z. Hu, R. Sun and J. Xue, “A Model-Driven Network Based on ISTA for Massive MIMO Signal Detection,” IEEE 14th International Conference on Wireless Communications and Signal Processing (WCSP), Nanjing, China, Nov. 1-3, 2022.

[29] P. Ao, R. Li, R. Sun and J. Xue, “Semi-Supervised Learning for MIMO Detection,” IEEE 14th International Conference on Wireless Communications and Signal Processing (WCSP), Nanjing, China, Nov. 1-3, 2022.

[28] F. Li et al. “Unified Mathematical Framework for Intelligent Transceiver Design,” IEEE 96th Vehicular Technology Conference (VTC2022-Fall), London, United Kingdom, Sept. 26-29, 2022.

[27] Y. Zhang, W. Zheng, J. Xue and J. Sun, “Deep Temporal Sequence Prediction Neural Network for MIMO Detection,” IEEE 12th International Conference on Information Science and Technology (ICIST), Kaifeng, China, Oct.14-16, 2022.

[26] G. Liu, L. Wang, Z. Hu and J. Xue, “Variational Mode Decomposition Based Channel Prediction in Massive MIMO Systems,” IEEE/CIC International Conference on Communications in China (ICCC), Sanshui, Foshan, China, Aug. 11-13, 2022.

[25] Z. Hu, H. Zhao and J. Xue, “Error Exponent for Nakagami-m Fading Massive MIMO Channels,” IEEE 6th International Conference on Computer and Communications (ICCC), Chengdu, China, Dec. 11-14, 2020.

[24] Z. Hu, J. Xue, D. Meng, Q. Zhao and Z. Xu, “MEP-Based Channel Estimation under Complex Communication Environment,” IEEE International Conference on Communications (ICC), Dublin, Ireland, June 7-11, 2020.

[23] R. Li, Q. Duan, J. Xue, S. Zhang and C. He, “A Directional Reactive Jamming Scheme Based on Machine Learning,” IEEE 11th International Conference on Wireless Communications and Signal Processing (WCSP), Xi’an, China, Oct. 23-25, 2019.

[22] X. Yang, S. Jin, C. Wen, X. Li and J. Xue, “Joint Activity Detection and Channel Estimation for Massive Connectivity Network with 1-Bit DAC,” IEEE 11th International Conference on Wireless Communications and Signal Processing (WCSP), Xi’an, China, Oct. 23-25, 2019.

[21] C. Zhu, J. Xu and J. Xue, “Secure MISO Beamforming Optimization with Randomly Distributed Eavesdroppers and Interferers,” IEEE 11th International Conference on Wireless Communications and Signal Processing (WCSP), Xi’an, China, Oct. 23-25, 2019.

[20] H. Zhang, J. Xue, D. Meng, Q. Zhao and Z. Xu, “Robust CSI Estimation under Complex Communication Environment,” IEEE International Conference on Communications (ICC), Shanghai, China, May 20-24, 2019.

[19] H. He, J. Xue, T. Ratnarajah and M. Sellathurai, “Performance Analysis of Millimeter Wave Cloud Radio Access Networks,” IEEE Global Communications Conference (GLOBECOM), Washington, DC, USA, Dec. 4-8, 2016.

[18] A. C. Cirik, J. Xue, S. Biswas, T. Ratnarajah and M. Sellathurai, “Transceiver design of Optimum wirelessly powered Full-Duplex MIMO Interference Channel,” IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Edinburgh, UK, July 3-6, 2016.

[17] Y. He, J. Xue, T. Ratnarajah and M. Sellathurai, “Full-Duplex Spectrum Sensing for Multi-Antenna Non-Time-Slotted Cognitive Radio Networks,” IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Edinburgh, UK, July 3-6, 2016.

[16] S. Biswas, S. Vuppala, J. Xue and T. Ratnarajah, “An Analysis on Relay Assisted Millimeter Wave Networks,” IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 22-27, 2016.

[15] L. Zhou, T. Ratnarajah, J. Xue and F. Khan, “Energy Efficient Cloud Radio Access Network with a Single RF Antenna,” IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 22-27, 2016.

[14] H. He, J. Xue, T. Ratnarajah, F. Khan and C. B. Papadias, “On the Performance of Cloud Radio Access Networks Using Matern Hard-core Point Processes,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, March 20-25, 2016.

[13] Y. He, T. Ratnarajah, E.H.G. Yousif, J. Xue and M. Sellathurai, “Optimization of Multiantenna GLRT-Based Spectrum Sensing for Cognitive Radio,” IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Hongkong, China, Aug. 30- Sept. 2, 2015.

[12] S. Biswas, J. Xue, F. Khan and T. Ratnarajah, “On the Capacity of Correlated Massive MIMO Systems using Stochastic Geometry,” IEEE International Symposium on Information Theory (ISIT), Hong Kong, China, June 14-19, 2015.

[11] Y. He, J. Xue, T. Ratnarajah and M. Sellathurai, “Cooperative Sensing Technique for Random Secondary Wireless Networks,” IEEE International Conference on Communications Workshop (ICCW), London, UK, June 8-12, 2015.

[10] J. Xue, Y. Zhang, M.Z.I. Sarkar and T. Ratnarajah, “Error exponents analysis for dualhop kappa-mu fading channel with amplify-and-forward relaying,” IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, April 6-9, 2014.

[9] L. Zhou, T. Ratnarajah and J. Xue, “Channel estimation and performance analysis of beamspace MIMO systems,” European Conference on Networks and Communications (EuCNC), Bologna, Italy, June 23-26, 2014.

[8] Y. He, T. Ratnarajah, J. Xue, E.H.G. Yousif and M. Sellathurai, “Optimal decision threshold for eigenvalue-based spectrum sensing techniques,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 4-9, 2014.

[7] J. Xue, M. Z. I. Sarkar and T. Ratnarajah, “Error Exponents for Rayleigh Fading Multi-keyhole MIMO Channels,” IEEE International Conference on Communications (ICC)- Communications Theory, Budapest, Hungary, June 9-13, 2013.

[6] J. Xue, C. Zhong and T. Ratnarajah, “Ergodic Sum Rate Analysis of K Fading MIMO Channels with Linear MMSE Receiver,” IEEE 9th International Wireless Communications and Mobile Computing Conference (IWCMC), Cagliari, Sandinia, Italy, July 1-5, 2013.

[5] J. Xue, M. Z. I. Sarkar and T. Ratnarajah, “Error Exponents for Nakagami-m Fading Keyhole MIMO Channels,” IEEE International Conference on Communications (ICC)- Wireless Communications Symposium, Ottawa, ON, Canada, June 10-15, 2012.

[4] J. Xue, M. Z. I. Sarkar and T. Ratnarajah, “Error Exponents for Nakagami-m Fading MIMO Channels,” IEEE 13th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cesme, Turkey, June 17-20, 2012.

[3] J. Xue, M. Z. I. Sarkar, T. Ratnarajah and C. Zhong, “Error Exponents for Rayleigh Fading Product MIMO Channels,” IEEE International Symposium on Information Theory Proceedings, Cambridge, MA, USA, July 1-6, 2012.

[2] J. Xue, M. Z. I. Sarkar, C. Zhong and T. Ratnarajah, “Error Exponents for Orthogonal STBC in Generalized-K Fading MIMO Channels,” IEEE Wireless Communications and Networking Conference (WCNC): Mobile and Wireless Networks, Paris, France, April 1-4, 2012.

[1] J. Xue, M. Z. I. Sarkar and T. Ratnarajah, “Random coding error exponent for OSTBC Nakagami-m fading MIMO channel,” IEEE 73rd Vehicular Technology Conference, Budapest, Hungary, May 14-17, 2011.