RESEARCH


Introduction


实验室以信号处理和统计学习为理论基础，在无线通信与网络、图像处理与机器视觉等方面开展学术研究，并探索在电子系统、传感器网络、多旋翼飞行器等平台上的创新工程实践。实验室已在IEEE Tran.等期刊和会议上发表大量学术论文，承担或参与数十项科研项目，授权多项国家发明专利，并与业界领先企业有着良好的合作关系。



Selected Publication


Journal


  • Z. Cui, T. Yang, X. Wu, H. Feng and B. Hu, The Data Value Based Asynchronous Federated Learning for UAV Swarm Under Unstable Communication Scenarios, in IEEE Transactions on Mobile Computing, vol. 23, no. 6, pp. 7165-7179, June 2024.

  • W. Liu, H. Feng, F. Ji and B. Hu, Online Signed Sampling of Bandlimited Graph Signals, in IEEE Transactions on Signal and Information Processing over Networks, vol. 10, pp. 131-146, 2024.

  • Y. Yuan, T. Yang, Y. Hu, H. Feng and B. Hu, Two-Timescale Resource Allocation for Cooperative D2D Communication: A Matching Game Approach, in IEEE Transactions on Vehicular Technology, vol. 70, no. 1, pp. 543-557, Jan. 2021.

  • Y. Yuan, T. Yang, H. Feng and B. Hu, Learning for Matching Game in Cooperative D2D Communication With Incomplete Information, in IEEE Transactions on Vehicular Technology, vol. 68, no. 7, pp. 7174-7178, July 2019.

  • Y. Yuan, T. Yang, H. Feng and B. Hu, An Iterative Matching-Stackelberg Game Model for Channel-Power Allocation in D2D Underlaid Cellular Networks, in IEEE Transactions on Wireless Communications, vol. 17, no. 11, pp. 7456-7471, 2018.

  • Y. D. Xu, Z. J. Xiao, H. Feng, T. Yang, B. Hu, and Y. P. Zhou, Modeling Buffer Starvations of Video Streaming in Cellular Networks with Large-Scale Measurement of User Behavior. IEEE Transactions on Mobile Computing, vol. 16, no. 8, pp. 2228-2245, 2017.

  • Z. Zong, H. Feng, F. R. Yu, N. Zhao, T. Yang and B. Hu, Optimal transceiver design for SWIPT in $ K $-user MIMO interference channels. IEEE Transactions on Wireless Communications, vol. 15, no. 1, pp. 430-445, 2016.

  • X. Shi, H. Feng, M. Zhai, T. Yang and B. Hu, Infinite impulse response graph filters in wireless sensor networks. IEEE Signal Processing Letters, vol. 22, no. 8, pp. 1113-1117, 2015.

  • H. Feng, X. Shi, T. Yang and B. Hu, Unbiased consensus in wireless networks via collisional random broadcast and its application on distributed optimization. Signal Processing, vol. 98,pp. 212-223, 2014.

  • L. Liu, H. Feng, T. Yang and B. Hu, MIMO-OFDM wireless channel prediction by exploiting spatial-temporal correlation. IEEE Transactions on Wireless Communications, vol. 13, no. 1, pp. 310-319, 2014.

  • G. Sun, and B. Hu, A minimum entropy estimation based mobile positioning algorithm. IEEE Transactions on Wireless Communications, vol. 8, no. 1, pp. 24-27, 2009.

  • H. Shi, B. Hu, and J. Q. Zhang, A novel scheme for the design of approximate Hilbert transform pairs of orthonormal wavelet bases. IEEE Transactions on Signal Processing,vol. 56, no. 6, pp. 2289-2297, 2008.

  • J. Pan, B. Hu, and J. Q. Zhang, Robust and accurate object tracking under various types of occlusions. IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 2, pp. 223-236, 2008.

 

 

 

Conference


  • W. Liu, H. Feng, K. Wang, F. Ji and B. Hu, Recovery of Graph Signals From Sign Measurements, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 2022, pp. 5927-5931.

  • R. Qu, J. He, H. Feng, C. Xu and B. Hu, Regularized Recovery by Multi-Order Partial Hypergraph Total Variation, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, pp. 2930-2934.

  • J. Yu, X. Xie, H. Feng and B. Hu, On Critical Sampling of Time-Vertex Graph Signals, 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, ON, Canada, 2019, pp. 1-5.

  • D. Chen, Q. Huang, H. Feng, Q. Zhao and B. Hu, Active Anomaly Detection with Switching Cost, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 2019, pp. 5346-5350.

  • S. Lin, X. Xie, H. Feng and B. Hu, Active Sampling for Approximately Bandlimited Graph Signals, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 2019, pp. 5441-5445.

  • D. Dai, H. Feng, Y. Xu, J. Zhang and B. Hu, Joint Optimization of Data Routing and Energy Routing in Energy-Cooperative WSNs. In IEEE Global Communications Conference (GLOBECOM),2015,pp. 1-6.

  • H. Feng, S. Zhang, K. Liu, T. Yang and B. Hu, From sparse channel to sparse beamforming: A 3d-mimo case. In IEEE Global Communications Conference (GLOBECOM),2015,pp. 1-6.

  • Z. Xiao, Y. Xu, H. Feng, T. Yang, B. Hu, and Y. Zhou Modeling Streaming QoE in Wireless Networks with Large-Scale Measurement of User Behavior. In IEEE Global Communications Conference (GLOBECOM),2015,pp. 1-6.

  • Z. Zong, H. Feng, Y. Yuan, T. Yang and B. Hu, Decentralized Beamforming for Location-Aware SWIPT in Coordinated Multi-Cell Networks. In IEEE Global Communications Conference (GLOBECOM),2015,pp. 1-6.

  • X. Wang, R. Liu, F. He, T. Yang and B. Hu, Blind identifiability of general constellations. In IEEE International Symposium on Circuits and Systems (ISCAS),2013, pp. 1147-1150.

  • R. Liu, R. Ying, X. Wang, and B. Hu, A method for optimal SINR under non-iid interferences. In IEEE International Symposium on Circuits and Systems (ISCAS),2013, pp. 2613-2616.

  • X. Wang, R. Liu, F. He, T. Yang and B. Hu, On scalar ambiguity in blind channel estimation for OFDM systems. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),2012, pp. 3725-3728.

  • J. J. Fan, Y. Xin, F. Dai, B. Hu, J. Zhang, Q. Lu and J. He Distributed multi-camera object tracking with Bayesian inference. In IEEE International Symposium on Circuits and Systems (ISCAS),2011, pp. 357-360.

  • R. Liu, X. Wang, F. He, T. Yang and B. Hu, A blind technique for total interference rejection. In IEEE International Symposium on Circuits and Systems (ISCAS),2011, pp. 645-648.

  • W. Feng, B. Hu, and C. Yang. A quaternion phase-only correlation algorithm for color images. In International Conference on Image Processing(ICIP),2008, pp. 461-464.

  • J. Y. Pan, and B. Hu. Robust occlusion handling in object tracking. In IEEE Conference on Computer Vision and Pattern Recognition(CVPR),2007, pp. 1-8.

  • J. Y. Pan, and B. Hu. Robust object tracking against template drift. In IEEE International Conference on Image Processing(ICIP),2007,Vol. 3, pp. III-353




Issued Patents


  • 一种多目标编号选定跟踪方法; 专利申请号:CN 2018113163931;授权日期：2023年5月30日

  • 一种基于深度学习的行人重识别与特征识别融合方法; 专利申请号:CN 2018115014912;授权日期：2023年3月15日

  • 一种基于毫米波雷达数据的目标识别方法; 专利申请号:CN 2018112119749;授权日期：2022年11月29日

  • 一种利用四轴飞行器判别车辆方位的方法; 专利申请号:CN 2015105623145;授权日期：2018年6月26日

  • 一种基于角度域变换的低复杂度3D波束成形算法; 专利申请号：CN 201510012718;授权日期：2018年4月3日

  • 一种基于3D-MIMO系统带噪信道系数的角度域稀疏波束成形算法; 专利申请号：CN 201510101034;授权日期：2018年2月27日

  • 一种基于水平和垂直联合优化的3D波束成形方法; 专利申请号:CN 201410822225;授权日期：2017年11月10日

  • 一种改进的补零与频域采样相结合的pn码快速捕获算法; 专利申请号:CN 201510200043;授权日期：2017年5月10日

  • 一种基于mimo-ofdm相关信道的去耦合预测方法; 专利申请号:CN 201210411234;授权日期：2016年8月3日

  • 一种基于协作决策和自适应功率分配的下行协作多点传输方法; 专利申请号:CN 201310029807;授权日期：2016年3月30日

  • 一种利用跨层反馈信息的ofdma资源调度方法; 专利申请号:CN 201210408168;授权日期：2016年3月30日