杨涛 - 师资队伍 - 复旦大学信息科学与工程学院

物联网系统中低时延高可靠的无线信号处理及传输
复杂信号处理中的机器学习
通信感知一体化
多智能体系统中协同信息感知、计算与通信的任务策略设计

IEEE会员
中国研究生电子设计大赛评委

信号类课程教学新体系在卓越信息人才培养中的探索与实践，2017年上海市教学成果一等奖

1994年7月毕业于陕西理工大学电气及电子工程系，获学士学位
2000年1月毕业于山东大学控制理论与控制工程专业，获硕士学位
2004年4月毕业于上海交通大学控制理论与控制工程专业，获博士学位
2004年9月-2006年12月，复旦大学电子工程系博士后
2007年2月至今复旦大学电子工程系讲师、副教授
2011年8月-2012年8月，访问学者，美国加州大学戴维斯分校电气及电子工程系

本科专业核心课：

数字信号处理（A）
随机过程

研究生学位基础课：

统计信号处理

期刊论文：

(1) Xiao G., Yang T., Huang C., Wu X., Feng H., Hu B. Average Rate Approximation and Maximization for RIS-Assisted Multi-user MISO System, IEEE Wireless Commun. Letter, 11(1):173-177,2022

(2) Hao X., Yang T., Hu Y., Feng H., Hu B. An adaptive matching bridged resource allocation over correlated energy efficiency and AoI in CR-IoT system, IEEE Trans. Green Commun. and Networking, 6(1):583-599,2022

(3) Zhu Y., Hu Y., Yang T.Y., Yang T., Vogt J., Schemeink A., Reliability-Optimal Offloading in Low-latency Edge Computing Networks: Analytical and Reinforcement Learning Based Designs, IEEE Trans. Vehicular Technology , 70(6): 6058-6072, 2021

(4）Yuan Y., Yang T., Hu Y., Feng H., Hu B. “Two-Timescale Resource Allocation for Cooperative D2D Communication: A Matching Game Approach”, IEEE Trans. Vehicular Technology , 70(1):543-557, 2021

(5) Hao X., Zhao R., Yang T., Hu Y., Hu B., Qiu Y., A risk-sensitive task offloading strategy for edge computing in industrial internet of things. EURASIP Journal on Wireless Communications and Networking, 2021, 2021(1): 1-18.

(6) Yuan Y., Yang T., Feng H., Hu B. “Learning for Matching Game in Cooperative D2D Communication with Incomplete Information”, IEEE Trans. Vehicular Technology, 68(7):7174-7178, 2019

(7)   Yuan Y., Yang T., Feng H., Hu B. “An Iterative Matching-Stackelberg Game Model for Channel-Power Allocation in D2D Underlaid Cellular Networks”, IEEE Trans. Wireless Communication, 17(11):7456-7471, 2018
(8)   Wang X, Yang T, Hu B. “Joint Estimation of Carrier and Sampling Frequency Offsets in the Uplink of Multiuser OFDM Systems”, Wireless Personal Communications, (7):1-15, 2017.
(9)   Xu Y., Xiao Z., Feng H., Yang T., Hu B., “Modeling QoE of video streaming in wireless networks with large-scale measurement of user behavior”, IEEE Trans. Mobile Computing. 16(8): 2228-2245,2017
(10)   Zong Z., Feng H., F.Richard Y., Zhao N., Yang T., Hu B., “Optimal transceiver design for SWIPT in K-user MIMO interference channels”, IEEE Trans. Wireless Communication, 15(1):430-445, 2016
(11)   Shi X., Feng H., Zhai M., Yang T., Hu B. “Infinite impulse response graph filters in wireless sensor networks”, IEEE Signal Processing Letter, 22(8):1113-1117, Aug. 2015.
(12)   Wang X, Yang T, Hu B. “Low-complexity fractional phase estimation for totally blind channel estimation”, Journal of Systems Engineering and Electronics，26(2):1-9,2015.
(13) Liu L, Feng H, Yang T, Hu B. “MIMO-OFDM Wireless Channel Prediction by Exploiting Spatial-Temporal Correlation”. IEEE Trans. Wireless Communication, 13(1):310-319, 2014.
(14)   Feng H, Shi X, Yang T, Hu B. “Unbiased Consensus in Wireless Networks via Collisional Random Broadcast and Its Application on Distributed Optimization”. Signal Processing, 98:212-223,2014
(15)   刘凯，冯辉，杨涛，胡波.“上行3D-MIMO 中利用结构稀疏低秩特性的信道估计算法”40(1):116-122，电子与信息学报，2018年1月
(16)   王旭, 何凡，冯辉, 杨涛, 胡波.“MU-MIMO-OFDM上行中基于EM的频偏与信道联合跟踪”，电子学报，42(7):1256-1261，2014年7月
(17)   闫志伟,杨涛, 冯辉,胡波.“软判决多步法相关攻击在PN码快速捕获中的应用”，信号处理，30(11):1381-1387,2014年11月
(18)   冯巍, 胡波,杨成,林青,杨涛. “基于贝叶斯理论的分布式多视角目标跟踪算法”，电子学报，39(2): 315-321, 2011年5月
(19)   杨成, 冯巍, 冯辉，杨涛，胡波. “一种压缩采样中的稀疏度自适应子空间追踪算法”，电子学报，38(8): 1914-1917, 2010年
(20)   郭心悦, 胡波, 杨涛.“一种基于因素图的联合信道估计和信号检测迭代算法”，电子学报，37(1): 235-240, 2009年

会议论文：

(1) Hao X., Yang T., Hu Y., Hu B. Performance analysis for correlated AoI and energy efficiency in heterogeneous CR-IoT system, to appear in IEEE 2021 IEEE Conference on Computer Communications Workshops (INFOCOM WKSP’21). arXiv preprint arXiv:2102.08544, 2021.

(2) Zhu Y., Hu Y., Yang T., and Schmeink A. “Reliability-optimal offloading in multi-server edge computing networks with transmissions carried by finite blocklength codes”, IEEE ICC Workshop, May 20-24, 2019, Shanghai, China

(3) Long Y., Yang T., Feng H., Hu B. “Latency-aware base station selection scheme for cellular-connected UAVs”, 1-6, IEEE VTC Fall, Aug.27-30, 2018, Chicago, USA.

(4) Yuan Y., Yang T., Xu Y., Feng H., Hu B. “A cascaded channel-power allocation for D2D underlaid cellular networks using matching theory”, 1-6, IEEE WCNC, April 15-18,2018, Barcelona, Spain.

(5) Long Y., Gao Y., Yang T. “Research on ultra-reliable and low-latency wireless communications in smart factory with finite block-length”, 1-6, IEEE/CIC ICCC, Aug. 16-18, 2018, Beijing, China

(6) Tan Y., Yuan Y., Yang T., Hu B., “Learning-based caching with unknown popularity in wireless video networks”, 1-5, IEEE VTC Spring, June 4–7, 2017, Sydney, Australian.

(7) Yuan Y., Yang T., Feng H., Hu B. etc. “Traffic-aware transmission mode selection in D2D-enabled cellular networks with token system”, 2249 – 2253, 25th European Signal Processing Conference (EUSIPCO), Aug.28-Sept.2, 2017. Kos island, Greek.

(8) Tan Y., Yuan Y., Yang T., Hu B., “FemtoCaching in wireless video networks: distributed framework based on exact potential game”,1-6, IEEE/CIC ICCC, July 27-29, 2016, Chengdu, China

(9) Tan Y., Yuan Y., Yang T., Xu, Y., Hu B., “FemtoCaching in wireless video networks: distributed framework based on exact potential game”,1-6 IEEE/CIC ICCC, July 27-29,2016. Chengdu, China

(10) Hu T., Yang T., Hu B., “A data quality index based incentive mechanism for smartphone crowdsensing”,1-6 IEEE/CIC ICCC, July 27-29,2016. Chengdu, China

(11) Gao Y., Yang T., Hu B., “Improving the transmission reliability in smart factory through the spatial diversity with ARQ”, 1-6 IEEE/CIC ICCC, July 27-29,2016. Chengdu, China

(12) Yuan Y., Yang T., Xu Y., Hu B., “Cooperative spectrum sharing between D2D users and edge-users: a matching theory perspective”, 1-6 IEEE PIMRC, Sept.4-7, 2016. Valencia, Spain.

(13) Huang B., Yang T., Xu Y., Hu B., “Incentive mechanism design for shared femtocell networks-a mobility pattern analysis”, 1-6, IEEE VTC-Spring, May 15-18, 2016, Nanjing, China.

(14) Liu K, Feng H, Yang T., Hu B., “Structured sparse channel estimation for 3D-MIMO systems”, 1-6, IEEE VTC-Spring, May 15-18, 2016, Nanjing, China.

(15) Zong Z, Feng H, Yuan Y, Yang T, Hu B. “Decentralized beamforming for location-aware SWIPT in coordinated multi-cell networks”, 1-6, IEEE Globecom, Dec. 6-10,2015, San Diego, CA, USA.

(16) Zhai M., Feng H., Yang T., Hu B., “Recursive filters with bayesian quadratic network game fusion”, IEEE GlobalSIP, December 14-16, 2015. Orlando, Florida, USA.

(17) Xu Wang, Rueywen Liu, Fan He, Tao Yang and Bo Hu, “Blind identifiability of general constellations”, 1147-1150, ISCAS ,May 19-23,2013, Beijing, China

(18) Wang X, Liu R, He F, Yang T and Hu B, “On scalar ambiguity in blind channel estimation for OFDM systems”,3725-3728, ISCAS, May 20-23, 2012, Kyoto, Japan

(19) Liu R, Wang X, He F, Yang T, Hu B. “A blind technique for total interference rejection”, 645-648, ISCAS, May 15-18, 2011, Rio de Janeiro, Brazil.