Publications

Book Chapters

  1. Yue Wang and Zhi Tian, “Big Data in 5G,” Encyclopedia of Wireless Networks, Springer, 2018.

  2. Yue Wang, Caili Guo, Chunyan Feng, and Zhimin Zeng, “Spectrum Sensing in Cognitive Radios,” Cognitive Radio Networks Technologies and Applications, Publishing House of Electronics Industry, 2010.

Preprints

  1. Xin Fan, Yue Wang, Yan Huo, and Zhi Tian, “1-Bit Compressive Sensing for Efficient Federated Learning Over the Air,” submitted to IEEE Transactions on Wireless Communications, under review after revision.

  2. Liyang Lu, Wenbo Xu, Yue Wang, and Zhi Tian, “Recovery Conditions of Sparse Signals Using Orthogonal Least Squares-Type Algorithms,” submitted to IEEE Transactions on Signal Processing, under review after revision.

  3. Liyang Lu, Wenbo Xu, Yue Wang, and Zhi Tian, “Supervised Dictionary Learning for Block Threshold Feature in Compressive Spectrum Sensing,” submitted to IEEE Transactions on Cognitive Communications and Networking, under review after revision.

  4. Liyang Lu, Wenbo Xu, Yue Wang, Siye Wang, and Xiaorui Ding, “Compressive Spectrum Sensing Using Sampling-Controlled Block Orthogonal Matching Pursuit,” submitted to IEEE Transactions on Communications, under review.

  5. Liyang Lu, Wenbo Xu, Yue Wang, and Siye Wang, “Blind Orthogonal Least Squares based Compressive Spectrum Sensing,” submitted to IEEE Transactions on Vehicular Technology, under review.

Journal Articles

  1. Xin Fan, Yue Wang, Yan Huo, and Zhi Tian, “Joint Optimization of Communications and Federated Learning Over the Air,” IEEE Transactions on Wireless Communications, early access, 2022.

  2. Xin Fan, Yue Wang, Yan Huo, and Zhi Tian, “BEV-SGD: Best Effort Voting SGD against Byzantine Attacks for Analog Aggregation based Federated Learning Over the Air,” IEEE Internet of Things Journal, early access, 2022.

  3. Lihuan Huang, Yue Wang, Qunfei Zhang, Jing Han, Weijie Tan, and Zhi Tian, “Machine Learning for Underwater Acoustic Communications,” IEEE Wireless Communications, early access, 2022.

  4. Yu Zhang, Yue Wang, Zhi Tian, Geert Leus, and Gong Zhang, “Efficient Angle Estimation for MIMO Systems via Redundancy Reduction Representation,” IEEE Signal Processing Letters, Vol.29, pp.1052-1056, 2022.

  5. Yu Zhang, Yue Wang, Zhi Tian, Geert Leus, and Gong Zhang, “Efficient Super-Resolution Two-Dimensional Harmonic Retrieval with Multiple Measurement Vectors,” IEEE Transactions on Signal Processing, Vol.70, pp.1224-1240, 2022.

  6. Ping Xu, Yue Wang, Xiang Chen, and Zhi Tian, “COKE: Communication-Censored Kernel Learning for Decentralized Non-parametric Learning,” Journal of Machine Learning Research, Vol.22, No.196, pp.1-35, 2021.

  7. Xuechun Bian, Wenbo Xu, Yue Wang, Liyang Lu, and Siye Wang, “Direct Feature Extraction and Diagnosis of ECG Signal in the Compressed Domain,” IEEE Sensors Journal, Vol.21, No.15, pp.17096-17106, 2021.

  8. R Jyothi, Prabhu Babu, Yue Wang, and Zhi Tian, “DYANOM-Dykstra’s Projection based Atomic Norm Solver,” Signal Processing, Vol.182, 2021.

  9. Yupeng Cui, Wenbo Xu, Yue Wang, Jiaru Lin, Liyang Lu, “Performance Bounds of Compressive Classification under Perturbation,” Signal Processing, Vol.180, 2021.

  10. Yue Wang, Zhi Tian, and Xiuzhen Cheng, “Enabling Technologies for Spectrum and Energy Efficient NOMA-MmWave-MaMIMO Systems,” IEEE Wireless Communications, Vol.27, No.5, pp.53-59, 2020.

  11. Yupeng Cui, Wenbo Xu, Yue Wang, Jiaru Lin, and Liyang Lu, “Side-Information Aided Compressed Multi-User Detection for Up-Link Grant-Free NOMA,” IEEE Transactions on Wireless Communications, Vol.19, No.11, pp.7720-7731, 2020.

  12. Lihuan Huang, Qunfei Zhang, Weijie Tan, Yue Wang, Lifan Zhang, and Zhi Tian, “Adaptive Modulation and Coding in Underwater Acoustic Communications: A Machine Learning Perspective,” EURASIP Journal on Wireless Communications and Networking, pp.1-25, 2020.

  13. Wenbo Xu, Qihang Liu, Yue Wang, Xuechun Bian, “Performance Limits of One-Bit Compressive Classification,” Signal Processing, Vol.178, 2020.

  14. Yue Wang, Yu Zhang, Zhi Tian, Geert Leus, and Gong Zhang, “Super-Resolution Channel Estimation for Arbitrary Arrays in Hybrid Millimeter-Wave Massive MIMO Systems,” IEEE Journal of Selected Topics in Signal Processing, Vol.13, No.5, pp.947-960, 2019.

  15. Zhe Zhang, Yue Wang, and Zhi Tian, “Efficient Two-Dimensional Line Spectrum Estimation Based on Decoupled Atomic Norm Minimization,” Signal Processing, Vol.163, pp.95-106, 2019.

  16. Gonzalo Cucho‐Padin, Yue Wang, Enliang Li, Lara Waldrop, Zhi Tian, Farzad Kamalabadi, and Phil Perillat, “Radio Frequency Interference Detection and Mitigation using Compressive Statistical Sensing,” Radio Science, Vol.54, pp.986-1001, 2019.

  17. Yue Wang and Zhi Tian, “IVDST: A Fast Algorithm for Atomic Norm Minimization in Line Spectral Estimation,” IEEE Signal Processing Letters, Vol.25, No.11, pp.1715-1719, 2018.

  18. Yue Wang and Zhi Tian, “Multiple Symbol Differential Detection for Noncoherent Communications with Large-Scale Antenna Arrays,” IEEE Wireless Communications Letters, Vol.7, No.2, pp.190-193, 2018.

  19. Wenbo Xu, Yupeng Cui, Yue Wang, Siye Wang, and Jiaru Lin, “A Hardware Implementation of Random Demodulation Analog-to-Information Converter,” IEICE Electronics Express, Vol.13, No.16, pp. 1-6, 2016.

  20. Wenbo Xu, Zhilin Li, Yun Tian, Yue Wang, and Jiaru Lin, “Perturbation Analysis of Simultaneous Orthogonal Matching Pursuit,” Signal Processing, Vol.116, pp. 91-100, 2015.

  21. Wenbo Xu, Jiaru Lin, Kai Niu, Zhiqiang He, and Yue Wang, “Performance Analysis of Partial Support Recovery and Signal Reconstruction of Compressed Sensing,” IET Signal Processing, Vol.8, No.2, pp. 188-201, 2013.

  22. Yue Wang, Zhi Tian, and Chunyan Feng, “Sparsity Order Estimation and Its Application in Compressive Spectrum Sensing for Cognitive Radios,” IEEE Transactions on Wireless Communications, Vol.11, No.6, pp.2116-2125, 2012.

  23. Yue Wang, Zhi Tian, and Chunyan Feng, “Collecting Detection Diversity and Complexity Gains in Cooperative Spectrum Sensing,” IEEE Transactions on Wireless Communications, Vol.11, No.8, pp.2876-2883, 2012.

  24. Yue Wang, Chunyan Feng, Zhimin Zeng, and Caili Guo “Research on Spectrum Sensing Mechanisms of Cognitive Radio,” Journal of Jilin University (Information Science Edition), Vol.26, No.3, pp.230-237, 2008.

  25. Yue Wang, Chunyan Feng, Zhimin Zeng, and Caili Guo “Research on Cooperative Spectrum Sensing for Cognitive Radio Networks,” Telecommunications Science, No.7, pp.54-57, 2008.

Conference Papers

  1. Ping Xu, Yue Wang, Xiang Chen, and Zhi Tian, “Deep Kernel Learning Networks with Multiple Learning Paths,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), Singapore, May 2022.

  2. Xin Fan, Yue Wang, Yan Huo, and Zhi Tian, “Joint Optimization for Federated Learning Over the Air,” IEEE International Conference on Communications (ICC 2022), Seoul, South Korea, May 2022.

  3. Xin Fan, Yue Wang, Yan Huo, and Zhi Tian, “Best Effort Voting Power Control for Byzantine-resilient Federated Learning Over the Air,” IEEE International Conference on Communications Workshops (ICC 2022 WS-Edge-Learn-5G), Seoul, South Korea, May 2022.

  4. Weishan Zhang, Yue Wang, Fuxun Yu, Zhuwei Qin, Xiang Chen, and Zhi Tian, “Wideband Spectrum Sensing based on Collaborative Multi-Task Learning,” IEEE International Conference on Communications Workshops (ICC 2022 WS-Spectrum-Sharing), Seoul, South Korea, May 2022.

  5. Xin Fan, Yue Wang, Yan Huo, and Zhi Tian, “Communication-Efficient Federated Learning through 1-Bit Compressive Sensing and Analog Aggregation,” IEEE International Conference on Communications Workshops (ICC 2021 WS-Edge-Learn-5G), Montreal, Canada, June 2021.

  6. Xin Fan, Yue Wang, Guangkai Li, Yan Huo, and Zhi Tian, “Hybrid Uplink-Downlink NOMA for Secure Coordinated Multi-Point Networks,” IEEE International Conference on Communications Workshops (ICC 2021 WS-5G-Security), Montreal, Canada, June 2021.

  7. Yu Zhang, Yue Wang, Zhi Tian, Geert Leus, and Gong Zhang, “Low-Complexity Gridless 2D Harmonic Retrieval via Decoupled-ANM Covariance Reconstruction,” 28th European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, January, 2021.

  8. Yue Wang, Yu Zhang, Zhi Tian, Geert Leus, and Gong Zhang, “Efficient Super-Resolution Two-Dimensional Harmonic Retrieval via Enhanced Low-Rank Structured Covariance Reconstruction,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020), Barcelona, Spain, May 2020.

  9. Yue Wang, Yu Zhang, Zhi Tian, Geert Leus, and Gong Zhang, “Angle-based Channel Estimation with Arbitrary Arrays,” IEEE Global Communications Conference (GLOBECOM 2019), Big Island, HI, USA, December 2019.

  10. Yu Zhang, Yue Wang, Zhi Tian, Geert Leus, and Gong Zhang, “Super-Resolution Spatial Channel Covariance Estimation for Hybrid Precoding in MmWave Massive MIMO,” IEEE Global Communications Conference (GLOBECOM 2019), Big Island, HI, USA, December 2019.

  11. Ping Xu, Zhi Tian, Zhe Zhang, and Yue Wang, “Censoring-based Distributed Kernel Learning via Random Features,” IEEE Data Science Workshop (DSW 2019), Minneapolis, MN, USA, June, 2019.

  12. Gonzalo Cucho-Padin, Yue Wang, Lara Waldrop, Zhi Tian, and Farzad Kamalabadi, “Efficient RFI Detection in Radio Astronomy based on Compressive Statistical Sensing,” IEEE Global Conference on Signal and Information Processing (GlobalSIP 2018), Anaheim, CA, USA, November 2018.

  13. Yanbo Wang, Zhi Tian, and Yue Wang, “A Measurement-Efficient Low-Rank Matrix Recovery Approach,” IEEE Global Conference on Signal and Information Processing (GlobalSIP 2018), Anaheim, CA, USA, November 2018.

  14. Ping Xu, Zhi Tian, and Yue Wang, “An Energy-Efficient Distributed Average Consensus Scheme via Infrequent Communication,” IEEE Global Conference on Signal and Information Processing (GlobalSIP 2018), Anaheim, CA, USA, November 2018.

  15. Gonzalo Cucho-Padin, Lara Waldrop, Farzad Kamalabadi, Zhi Tian, and Yue Wang, “Radio Frequency Interference (RFI) Detection based on Cyclic Spectrum Analysis,” USNC-URSI National Radio Science Meeting, Boulder, CO, USA, January 2018.

  16. Yue Wang, Ping Xu, and Zhi Tian, “Efficient Channel Estimation for Massive MIMO Systems via Truncated Two-Dimensional Atomic Norm Minimization,” IEEE International Conference on Communications (ICC 2017), Pairs, France, May 2017.

  17. Zhi Tian, Zhe Zhang, and Yue Wang, “Low-Complexity Optimization for Two-Dimensional Direction-of-Arrival Estimation via Decoupled Atomic Norm Minimization,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, LA, USA, March 2017.

  18. Juan Shi, Qunfei Zhang, and Yue Wang, “Wideband DoA Estimation based on A-Shape Array,” IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2017), Xiamen, China, October 2017.

  19. Yue Wang, Zhi Tian, Shulan Feng, and Philipp Zhang, “A Fast Channel Estimation Approach for Millimeter-Wave Massive MIMO Systems,” IEEE Global Conference on Signal and Information Processing (GlobalSIP 2016), Arlington, VA, USA, December 2016.

  20. Yue Wang, Zhi Tian, Shulan Feng, and Philipp Zhang, “Efficient Channel Statistics Estimation for Millimeter-Wave MIMO Systems,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, March 2016.

  21. Yue Wang, Shulan Feng, and Philipp Zhang, “Information Estimations and Acquisition Costs for Quantized Compressive Sensing,” IEEE International Conference on Digital Signal Processing (DSP 2015), Singapore, July 2015.

  22. Yue Wang, Shulan Feng, and Philipp Zhang, “Cluster-based Multi-Target Localization under Partial Observations,” IEEE Vehicular Technology Conference (VTC 2015 Spring), Glasgow, UK, May 2015.

  23. Zhilin Li, Wenbo Xu, Yue Wang, and Jiaru Lin, “A Tree-based Regularized Orthogonal Matching Pursuit Algorithm,” International Conference on Telecommunications (ICT 2015), Sydney, Australia, April 2015.

  24. Yun Tian, Wenbo Xu, Cong Zhang, Yue Wang and Hongwen Yang, “Joint Reconstruction Algorithms for One-Bit Distributed Compressed Sensing,” International Conference on Telecommunications (ICT 2015), Sydney, Australia, April 2015.

  25. Jing Zhai, WenboXu, Kai Niu, and Yue Wang, “Sub-Sampling Quantize-and-Forward Schemes for Relay Network,” IEEE Vehicular Technology Conference (VTC 2014 Fall), Vancouver, Canada, September 2014.

  26. Yun Tian, Wenbo Xu, Yue Wang, and Hongwen Yang, “A Distributed Compressed Sensing Scheme Based on One-Bit Quantization,” IEEE Vehicular Technology Conference (VTC 2014 Spring), Seoul, Korea, May 2014.

  27. Zhilin Li, Wenbo Xu, Yue Wang, and Jiaru Lin, “Compressed Sensing Reconstruction Algorithms with Prior Information: Logit Weight Simultaneous Orthogonal Matching Pursuit,” IEEE Vehicular Technology Conference (VTC 2014 Spring), Seoul, Korea, May 2014.

  28. Yue Wang, Shulan Feng, and Philipp Zhang, “Cluster-Based Multi-Target Localization Using Joint Sparsity Property,” IEEE Vehicular Technology Conference (VTC 2013 Fall), Las Vegas, NV, USA, September 2013.

  29. Yue Wang, Zhi Tian, Chunyan Feng, Shulan Feng, and Philipp Zhang, “Performance Analysis of Generalized Block Diagonal Structured Random Matrices in Compressive Sensing,” International Symposium on Communications and Information Technologies (ISCIT 2012), Gold Coast, Australia, October 2012.

  30. Yue Wang, Zhi Tian, and Chunyan Feng, “Cooperative Spectrum Sensing Based on Matrix Rank Minimization,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech, May 2011.

  31. Yue Wang, Zhi Tian, and Chunyan Feng, “A Two-Step Compressed Spectrum Sensing Scheme for Wideband Cognitive Radios,” IEEE Global Communications Conference (GLOBECOM 2010), Miami, FL, USA, December 2010.

  32. Fangfang Liu, Chunyan Feng, Caili Guo, Yue Wang, and Dong Wei, “Virtual Polarization Detection: A Vector Signal Sensing Method for Cognitive Radios,” IEEE Vehicular Technology Conference (VTC 2010 Spring), Taipei, Taiwan, May 2010.

  33. Yue Wang, Chunyan Feng, Caili Guo, and Fangfang Liu, “Optimization of Parameters for Spectrum Sensing in Cognitive Radios,” International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM 2009), Beijing, China, September 2009.

  34. Fangfang Liu, Chunyan Feng, Caili Guo, Yue Wang, and Dong Wei, “Polarization Spectrum Sensing Scheme for Cognitive Radios,” International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM 2009), Beijing, China, September 2009.

  35. Yue Wang, Chunyan Feng, Zhimin Zeng, and Caili Guo, “A Robust and Energy Efficient Cooperative Spectrum Sensing Scheme in Cognitive Radio Networks,” International Conference on Advanced Communication Technology (ICACT 2009), Phoenix Park, Korea, February 2009.

  36. Yue Wang and Xuerong Gou, “Design and Implementation of Multichannel VoIP Gateway in NGN,” Conference on Communication and Information Technology of China, Beijing, China, March 2007.