研究方向: Ø 貝葉斯分析 Ø 凸優化理論 Ø 多輸入多輸出(MIMO)系統 Ø 稀疏信号檢測 Ø 波達方向(DOA)估計 Ø 人工智能與模式識别 學習經曆: Ø 2001年09月-2005年06月,本科,南京工業大學,電子信息工程系 Ø 2005年09月-2010年06月,博士,中國科學技術大學,信号與信息處理 工作經曆: Ø 2009年01月-2009年10月,研究助理,香港大學,電機電子工程學系 Ø 2010年11月-2011年01月,研究助理,香港大學,電機電子工程學系 Ø 2013年06月-2017年04月,博士後(江蘇省雙創博士),陽立電子(蘇州)有限公司 Ø 2017年04月-2018年04月,訪問學者,香港科技大學,電子與計算機工程系 Ø 2010年06月-至今,講師/副教授/教授,江蘇大學,電氣信息工程學院 科研項目: Ø 2012.1-2014.12,國家自然科學基金青年基金,基于方向導數理論的線性MIMO通信系統預編碼技術的研究,主持 Ø 2016.1-2019.12,國家自然科學基金面上項目,基于稀疏表示的大規模MIMO系統信道估計和傳輸方案設計的研究,主持 Selected Publication List: [1] Jisheng Dai, An Liu, and Vincent K. N. Lau, "FDD massive MIMO channel estimation with arbitrary 2D-array geometry", IEEE Transactions on Signal Processing, 2018, 66(10), pp. 2584-2599. [2] Jisheng Dai and Hing Cheung So, "Sparse Bayesian learning approach for outlier-resistant direction-of-arrival estimation", IEEE Transactions on Signal Processing, 2018, 66(3), pp. 744-756. [3] Shun Liu, Xu Sun, Weichao Xu, Yun Zhang, and Jisheng Dai, "Null Distribution of Volume Under Ordered Three-Class ROC Surface (VUS) with Continuous Measurements", IEEE Signal Processing Letters, 2018, 25(12), pp. 1855-1859. [4] Fangfang Chen, Jisheng Dai, Nan Hu, and Zhongfu Ye, "Sparse Bayesian learning for off-grid DOA estimation with nested arrays", Digital Signal Processing, 2018, 82, pp. 187-193. [5] Jisheng Dai, Xu Bao, Weichao Xu, and Chunqi Chang, "Root sparse Bayesian learning for off-Grid DOA estimation", IEEE Signal Processing Letters, 2017, 24(1), pp. 46-50. [6] Jisheng Dai, Weichao Xu, Zhongfu Ye, Nan Hu, and Chunqi Chang, "Homotopy approach for energy efficient MIMO systems with zero-forcing transceivers", IEEE Transactions on Vehicular Technology, 2017, 66(2), pp. 1233-1247. [7] Jisheng Dai, Weichao Xu, Zhongfu Ye, and Chunqi Chang, "Effective subset approach for SVMpath singularities", Pattern Recognition Letters, 2017, 100(12), pp. 51-58. [8] Nan Hu, Bing Sun, Yi Zhang, Jisheng Dai, Jiajun Wang, and Chunqi Chang, "Underdetermined doa estimation method for wideband signals using joint nonnegative sparse bayesian learning", IEEE Signal Processing Letters, 2017, 24(5), pp. 535-539. [9] Chung Buiquang, Zhongfu Ye, Jisheng Dai, and Yawar Ali Sheikh, "CFO robust blind receivers for MIMO-OFDM systems based on PARALIND factorizations", Digital Signal Processing, 2017, 69, pp. 187-193. [10] Nan Hu, Bing Sun, Jiajun Wang, Jisheng Dai, and Chunqi Chang, "Source localization for sparse array using nonnegative sparse Bayesian learning", Signal Processing, 2016, 127, pp. 37-43. [11] Jisheng Dai and Xu Bao, "Robust piecewise linear algorithm for point-to-point MIMO systems", IEEE Wireless Communications Letters, 2015, 4(3), pp. 337-340. [12] Jisheng Dai, Nan Hu, Weichao Xu, and Chunqi Chang, "Sparse Bayesian learning for DOA estimation with mutual coupling", Sensors, 2015, 15(10), pp. 26267-26280. [13] Jisheng Dai, Weichao Xu, Jin Zhang, and Chunqi Chang, "Homotopy algorithm for l1-norm minimization problems", IET Signal Processing, 2015, 9(1), pp. 1-9. [14] Xu Bao, Guanding Yu, Jisheng Dai, and Xiaorong Zhu. "Li-Fi: Light fidelity-a survey." Wireless Networks, 2015, 21(6), pp. 1879-1889. [15] Jisheng Dai and Xu Bao, "Homotopy algorithm for energy-efficient MIMO systems with joint power constraints", IEEE Wireless Communications Letters, 2014, 3(2), pp. 121-124. [16] Jisheng Dai and Chunqi Chang, "Power allocation for maximizing the MAC capacity via majorization", EURASIP Journal on Advances in Signal Processing, 2014, 113, pp. 1-9. [17] Jisheng Dai, Xu Bao, Nan Hu, Chunqi Chang, and Weichao Xu, "A recursive RARE algorithm for DOA estimation with unknown mutual coupling", IEEE Antennas and Wireless Propagation Letters, 2014, 13, pp. 1593-1596. [18] Jisheng Dai, Chunqi Chang, Fei Mai, Dean Zhao, and Weichao Xu, "On the SVMpath singularity", IEEE Transactions on Neural Networks and Learning Systems, 2013, 24(11), pp. 1736-1748. [19] Jisheng Dai, Xin Xu, and Dean Zhao, "Direction-of-arrival estimation via real-valued sparse representation", IEEE Antennas and Wireless Propagation Letters, 2013, 12, pp. 376-379. [20] Weichao Xu, Jisheng Dai, Y. S. Hung, and Qinruo Wang, "Estimating the area under a receiver operating characteristic (ROC) curve: Parametric and nonparametric ways", Signal Processing, 2012, 91(11), pp. 3111-3123. [21] Jisheng Dai, Chunqi Chang, Weichao Xu, and Zhongfu Ye, "Linear precoder optimization for MIMO systems with joint power constraints", IEEE Transactions on Communications, 2012, 60(8), pp. 2240-2254. [22] Jisheng Dai and Fei Mai, "On the SVMpath initialization", Signal Processing, 2012, 92(5), pp. 1258-1267. [23] Jisheng Dai, Dean Zhao, and Xiaofu Ji, "A sparse representation method for DOA estimation with unknown mutual coupling", IEEE Antennas and Wireless Propagation Letters, 2012, 11, pp. 1210-1213. [24] Jisheng Dai, Weichao Xu, and Dean Zhao, "Real-valued DOA estimation for uniform linear array with unknown mutual coupling", Signal Processing, 2012, 92(9), pp. 2056-2065. [25] Jisheng Dai and Zhongfu Ye, "Spatial Smoothing for DOA Estimation of Coherent Signals in the Presence of Unknown Mutual Coupling", IET Signal Processing, 2011, 5(4), pp. 418-425. [26] Jisheng Dai and Dean Zhao, "Linear MIMO transceivers design with weighted MMSE criterion", Chinese Journal of Electronics, 2011, 20(1), pp. 58-62. [27] Jin Zhang, Jisheng Dai, and Zhongfu Ye, "An extended TOPS algorithm based on incoherent signal subspace method." Signal Processing, 2010, 90(12), pp. 3317-3324. [28] Jisheng Dai, Chunqi Chang, Zhongfu Ye, and Yeung Sam Hung, "An efficient greedy scheduler for zero-forcing dirty-paper Coding", IEEE Transactions on Communications, 2009, 57(7), pp. 1939-1943. [29] Jisheng Dai, Zhongfu Ye, and Xu Xu, "Power allocation for maximizing the minimum rate with QoS-constraints", IEEE Transactions on Vehicular Technology, 2009, 58(9), pp. 4989-4996. [30] Jisheng Dai and Zhongfu Ye, "Optimal designs for linear MIMO transceivers using directional derivative", IET Communications, 2009, 3(9), pp. 1452-1462. [31] Zhongfu Ye, Jisheng Dai, Xu Xu, and Xiaopei Wu, “DOA estimation for uniform linear array with mutual coupling”, IEEE Transactions on Aerospace and Electronic Systems, 2009, 45(1), pp. 280–288. (最後更新時間:2018年12月) |