2022

D. Zhao, H. Qin*, N. Xin and B. Song*, "Flexible Resource Management in High-Throughput Satellite Communication Systems: A Two-Stage Machine Learning Framework," in IEEE Transactions on Communications, vol. 71, no. 5, pp. 2724-2739, May 2023, doi: 10.1109/TCOMM.2023.3255239.

2020

[1] Di Zhao, Hao Qin, Bin Song*,  et al. A Reinforcement Learning Method for Joint Mode Selection and Power Adaptation in the V2V Communication Network in 5G. IEEE Transactions on Cognitive Communications and Networking. Volume 6, Issue 2, pp.452-463. June 2020.

[2] Di Zhao , Hao Qin, Bin Song*, et al. A Graph Convolutional Network-Based Deep Reinforcement Learning Approach for Resource Allocation in a Cognitive Radio Network.  Sensors.  2020, 20(18), 5216; https://doi.org/10.3390/s20185216

[3] Dan Wang, Hao Qin, Bin Song*,  et al. Joint Resource Allocation and Power Control for D2D Communication with Deep Reinforcement Learning in MCC. Physical Communication. https://doi.org/10.1016/j.phycom.2020.101262

2019

[1]Dan Wang, Hao Qin, Bin Song*,  et al. Resource Allocation in Information-centric Wireless Networking with D2D-enabled MEC:A Deep Reinforcement Learning Approach. IEEE Access. Vol. 7, pp. 114935 - 114944. February 2019.

[2] Zhen, Li; Qin, Hao; Zhang, Qian; Chu, Zheng; Lu, Guangyue; Jiang, Jing; Guizani, Mohsen. Optimal Preamble Design in Spatial Group-Based Random Access for Satellite-M2M Communications. IEEE Wireless Communications Letters,  Vol. 3, pp. 953-956, Aug. 2019

2018

[1]Li Zhen, Hao Qin, Bin Song*, et al. Random Access Preamble Design and Detection for Mobile Satellite Communication Systems. IEEE Journal on Selected Areas in Communications. Vol. 36, No. 2, pp.280-291. Feb. 2018

[2]Li Zhen, Hao Qin, Bin Song*, Rui Ding. Leveraging high-order statistics and classification in frame timing estimation for reliable vehicle-to-vehicle communications. IET Communications. Volume 12, Issue 8, pp. 883-891. May 2018.

2016

[1] Li Zhen, Hao Qin, Bin Song, Rui Ding. fr[ant]ame timing estimation based on statistical analysis for orthogonal frequency division multiplexing systems in multipath fading channels. IET Communications. 2016.10, 10(16):2125-2134.

2013

[1] Haixiao Liu, Bin Song, Hao Qin and Zhiliang Qiu. An Adaptive-ADMM Algorithm with Support and Signal Value Detection for Compressed Sensing. IEEE Signal Processing Letters. Vol.20, No.4, pp.315-318, Apr. 2013.

[2]Haixiao Liu, Bin Song , Hao Qin , Zhiliang Qiu. Dictionary Learning Based Reconstruction for Distributed Compressed Video Sensing. Journal of Visual Communication and Image Representation. Vol.24, Issue 8, Nov. 2013.

2012

[1] SONG Bin, LIU Haixiao and QIN Hao, A Direct Inter-Mode Selection Algorithm for P-fr[ant]ame in Fast H.264/AVC Transcoding, IEICE Trans. on Communications. Vol.E95-B, No.06, pp.2101-2108, Jun. 2012.

[2] QIN Hao, SONG Bin, ZHAO Yue, and LIU Haihua, Adaptive Correlation Noise Model for Transform Domain Wyner-Ziv Video Coding, ETRI Journal, vol. 34, no. 2, pp.190-198, Apr. 2012. 

[3] 秦浩，彭学露，宋彬，刘海华, “无反馈分布式视频编码中Wyner-Ziv帧的鲁棒重构算法”, 通信学报，2012，32(1): 167-173.

[4] 秦浩，屈蓓，宋彬，杨明明, “分布式视频编码系统中Wyner-Ziv帧码率控制算法”, 西安电子科技大学学报，2012，39(4):33-38.