| Wireless traffic prediction with scalable Gaussian process: Framework, algorithms, and verification Y Xu, F Yin, W Xu, J Lin, S Cui IEEE Journal on Selected Areas in Communications 37 (6), 1291-1306, 2019 | 150 | 2019 |
| TOA-based robust wireless geolocation and Cramér-Rao lower bound analysis in harsh LOS/NLOS environments F Yin, C Fritsche, F Gustafsson, AM Zoubir IEEE transactions on signal processing 61 (9), 2243-2255, 2013 | 124 | 2013 |
| FedLoc: Federated learning framework for data-driven cooperative localization and location data processing F Yin, Z Lin, Q Kong, Y Xu, D Li, S Theodoridis, SR Cui IEEE Open Journal of Signal Processing 1, 187-215, 2020 | 115 | 2020 |
| Cooperative localization in WSNs using Gaussian mixture modeling: Distributed ECM algorithms F Yin, C Fritsche, D Jin, F Gustafsson, AM Zoubir IEEE Transactions on Signal Processing 63 (6), 1448-1463, 2015 | 76 | 2015 |
| Two-class support vector data description G Huang, H Chen, Z Zhou, F Yin, K Guo Pattern Recognition 44 (2), 320-329, 2011 | 65 | 2011 |
| Received-Signal-Strength Threshold Optimization Using Gaussian Processes F Yin, Y Zhao, F Gunnarsson, F Gustafsson IEEE Transactions on Signal Processing, 2016 | 64 | 2016 |
| EM-and JMAP-ML based joint estimation algorithms for robust wireless geolocation in mixed LOS/NLOS environments F Yin, C Fritsche, F Gustafsson, AM Zoubir IEEE Transactions on Signal Processing 62 (1), 168-182, 2013 | 59 | 2013 |
| Scalable learning paradigms for data-driven wireless communication Y Xu, F Yin, W Xu, CH Lee, J Lin, S Cui IEEE Communications Magazine 58 (10), 81-87, 2020 | 54 | 2020 |
| Privacy-preserving aggregation for federated learning-based navigation in vehicular fog Q Kong, F Yin, R Lu, B Li, X Wang, S Cui, P Zhang IEEE Transactions on Industrial Informatics 17 (12), 8453-8463, 2021 | 46 | 2021 |
| Distributed recursive Gaussian processes for RSS map applied to target tracking F Yin, F Gunnarsson IEEE Journal of Selected Topics in Signal Processing 11 (3), 492-503, 2017 | 42 | 2017 |
| High-accuracy wireless traffic prediction: A GP-based machine learning approach Y Xu, W Xu, F Yin, J Lin, S Cui GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-6, 2017 | 41 | 2017 |
| Autonomous mobile robot navigation system designed in dynamic environment based on transferable belief model W Yaonan, Y Yimin, Y Xiaofang, Z Yi, Z Yuanli, Y Feng, T Lei Measurement 44 (8), 1389-1405, 2011 | 41 | 2011 |
| Recent advances in data-driven wireless communication using Gaussian processes: A comprehensive survey K Chen, Q Kong, Y Dai, Y Xu, F Yin, L Xu, S Cui China Communications 19 (1), 218-237, 2022 | 34 | 2022 |
| Blockchain-based privacy-preserving driver monitoring for MaaS in the vehicular IoT Q Kong, R Lu, F Yin, S Cui IEEE Transactions on Vehicular Technology 70 (4), 3788-3799, 2021 | 34 | 2021 |
| Parametric waveform design using discrete prolate spheroidal sequences for enhanced detection of extended targets F Yin, C Debes, AM Zoubir IEEE Transactions on Signal Processing 60 (9), 4525-4536, 2012 | 33 | 2012 |
| Bayesian cooperative localization using received signal strength with unknown path loss exponent: Message passing approaches D Jin, F Yin, C Fritsche, F Gustafsson, AM Zoubir IEEE Transactions on Signal Processing 68, 1120-1135, 2020 | 29 | 2020 |
| Proximity report triggering threshold optimization for network-based indoor positioning F Yin, Y Zhao, F Gunnarsson 2015 18th International Conference on Information Fusion (Fusion), 1061-1069, 2015 | 29 | 2015 |
| Finite iterative algorithms for solving generalized coupled Sylvester systems-Part II: two-sided and generalized coupled Sylvester matrix equations over reflexive solutions F Yin, GX Huang, DQ Chen Applied Mathematical Modelling 36 (4), 1604-1614, 2012 | 29 | 2012 |
| Distributed Gaussian processes hyperparameter optimization for big data using proximal ADMM A Xie, F Yin, Y Xu, B Ai, T Chen, S Cui IEEE Signal Processing Letters 26 (8), 1197-1201, 2019 | 23 | 2019 |
| Particle filtering for positioning based on proximity reports Y Zhao, F Yin, F Gunnarsson, M Amirijoo, E Özkan, F Gustafsson 2015 18th International Conference on Information Fusion (Fusion), 1046-1052, 2015 | 22 | 2015 |
Shuguang CuiDistinguished Presidential Chair Professor, School of Science and Engineering, CUHKSZVerified email at cuhk.edu.cn
