Journal/conference/Thesis
2019
- Y. Kong, "Channel-quality-driven High-performance Receivers for Next Generation Wireless Communication Systems." [PhD Thesis]
- Y. Kong, X. Ma, and J. Lu, “Orthogonality deficiency of massive MIMO channels: Distribution and relationship with performance,” IEEE Signal Process. Lett., vol. 26, no. 11, pp. 1603-1607, 2019. [paper]
- Q. Zhou, Y-W. Chen, S. Shen, Y. Kong, M. Xu, J. Zhang, and G-K. Chang, “Proactive Real-Time Interference Avoidance in 5G Millimeter-wave over Fiber Mobile Fronthaul using SARSA Reinforcement Learning”, Optics Letters, vol. 44, no. 17, pp. 4347-4350, 2019. [paper]
2018
- Y. Kong, H. Zang, and X. Ma, “Improving TCP congestion control with machine intelligence”, in Proc. ACM SIGCOMM Workshop on Network Meets AI & ML (NetAI'18). Budapest, Hungary, Aug. 2018. [paper][slides][talk][code]
- Y. Kong, X. Ma, and Y. Wang, “Applying Lattice Reduction Technique to Space-Time Coded Multiplexing Systems”, in Proc. Int. Workshop on Computing, Networking and Communications (CNC'18), Maui, HI, Mar. 2018, pp. 275-279. [paper][slides][code]
- R. Zhang, Y. Kong, X. Ma, and D. Wang, “Adaptive Video Transmission Designs Over Underwater Acoustic Channels”, in Proc. Int. Workshop on Computing, Networking and Communications (CNC'18), Maui, HI, Mar. 2018, pp. 295-299. [paper]
2016
- Y. Kong, H. Zang, and X. Ma, “Human network usage patterns revealed by telecom data,” in Proc. IEEE Int. Conf. on Big Data (Big Data'16), Washington, DC, Dec. 2016, pp. 1621-1626. [paper][slides]
- Y. Kong, H. Zang, and X. Ma, “Quick model fitting using a classifying engine,” in Proc. IEEE Int. Conf. on Big Data (Big Data'16), Washington, DC, Dec. 2016, pp. 2728-2733. [paper][slides][code]
2015
- X. Ma and Y. Kong, “Capacity analysis of lattice reduction aided equalizers for MIMO systems,” in Proc. Military Commu. Conf. (MILCOM'15), Tampa, FL, Oct. 2015, pp. 866-871. [paper][slides][code]
2014
- Y. Kong, Q. Zhou, and X. Ma, “Lattice reduction aided transceiver design for MU MIMO downlink transmissions,” in Proc. Military Commu. Conf. (MILCOM'14), Baltimore, MD, Oct 2014, pp. 556-562. [paper][slides][code]
- Y. Kong and X. Ma, “Lattice reduction techniques in MIMO systems with correlated channels,” in Proc. Military Commu. Conf. (MILCOM'14), Baltimore, MD, Oct 2014, pp. 575-580. [paper][slides]
Patent applications
- H. Zang; Y. Kong. “Congestion Control in network communications”, U.S. Patent Application No. 62/810,134, Filed on Feb. 25, 2019.
- H. Zang; Y. Kong. “TCP congestion control based on packet loss prediction”, U.S. Patent Application No. 62/654,023, Filed on Apr. 6, 2018. Provisional.
- H. Zang; Y. Kong. “Apparatus and method for dataset model fitting using a classifying engine”, U.S. Patent Application No. 15/277,970, Filed on Sep. 27, 2016. [link]