I am a Research Engineer at Samsung Research America, with my expertise in research and development (R&D) in the Next Generation of Wireless systems.
Previously, I obtained my PhD degree from the University of British Columbia under the supervision of Professor Vincent Wong.
Rui (Ray) Huang
rui.huang at samsung dot com
Research Engineer, Samsung Research America
565 Great Northern Way
Vancouver, BC V5T 0H8
Research Highlights
- Deep Learning for Smart and Flexible Network Configurations:
- Reliability and Efficiency Enhancements for Wireless Networks:
- Precoding and Beamforming for Large/Distributed Antenna Arrays:
Patent Portfolio
I have proposed various system-level solutions and designs to enhance the reliability and efficiency of wireless networks. My designs utilized tools ranging from advanced AI and machine learning to classic mathematical and statistic methods.
Network Reliability Enhancements- Rui Huang, Nadisanka Rupasinghe, and Kyung-Joong Kim, Method and Apparatus in Distributed MIMO (Method 2), USPTO App. No. 18/427,187, Samsung Electronics Co., Ltd., Oct. 2023.
- Rui Huang, Thuy Nguyen, Yang Li, and Nadisanka Rupasinghe, Method and Apparatus in Distributed MIMO (Method 1), USPTO App. No. 18/405,751, Samsung Electronics Co., Ltd., July 2023.
- Rui Huang and Nadisanka Rupasinghe, Precoder Design for Distributed MIMO Systems, USPTO App. No. 63/569,870, Samsung Electronics Co., Ltd., Mar. 2024.
- Nadisanka Rupasinghe and Rui Huang, Precoder Design for Interference Management in MIMO Systems, USPTO App. No. 63/570,160, Samsung Electronics Co., Ltd., Mar. 2024.
- Rui Huang and Sanjeewa Herath, Method and Apparatus for Integrated Sensing and Communication Systems, USPTO App. No. 18/435,834, Samsung Electronics Co., Ltd., Nov. 2023.
Publications
- Rui Huang, Vincent W.S. Wong, and Robert Schober, ``Rate-Splitting for Intelligent Reflecting Surface-aided Multiuser VR Streaming,'' IEEE Journal on Selected Areas in Communications , vol. 41, no. 5, pp. 1516-1535, May 2023. Source Code
- Rui Huang and Vincent W.S. Wong, ``Joint User Scheduling, Phase Shift Control, and Beamforming Optimization in Intelligent Reflecting Surface-Aided Systems,'' IEEE Transactions on Wireless Communications, vol. 21, no 9, pp. 7521-7535, Sept. 2022.
- Farhad Dashti Ardakani, Rui Huang, and Vincent W.S. Wong, ``Joint Device Pairing, Reflection Coefficients, and Power Control for NOMA Backscatter Systems,'' IEEE Transactions on Vehicular Technology, vol. 71, no. 4, pp. 4396-4411, Apr. 2022.
- Rui Huang, Vincent W.S. Wong, and Robert Schober, ``Throughput Optimization for Grant-Free Multiple Access with Multiagent Deep Reinforcement Learning,'' IEEE Transactions on Wireless Communications, vol. 20, no. 1, pp. 228-242, Jan. 2021.
- R. Huang, Vincent W.S. Wong, and Robert Schober, "Throughput Optimization in Grant-Free NOMA with Deep Reinforcement Learning," in Proc. of IEEE Global Communications Conference (Globecom), Waikoloa, HI, Dec. 2019. [Pdf]
- Cinnie Hsiung, R. Huang, Yong Zhou, and Vincent W.S. Wong, "Dynamic User Pairing and Power Allocation for Throughput Maximization in NOMA Systems," in Proc. of the 5th International Workshop on Non-Orthogonal Multiple Access Techniques for 5G, co-located with IEEE ICC19, Shanghai, China, May 2019. [Pdf]
- R. Huang, J. Wu, C. Long, Y. Zhu, B. Li and Y. Lin, "Mitigate the Obstructing Effect of Vehicles on the Propagation of VANETs Safety-Related Information," in IEEE Transactions on Vehicular Technology, vol. 67, no. 7, pp. 5558-5569, July 2018. [Pdf]
- R. Huang, J. Wu, C. Long, Y. Zhu, B. Li and Y. Lin, "SPRCA: Distributed Multisource Information Propagation in Multichannel VANETs," in IEEE Transactions on Vehicular Technology, vol. 66, no. 12, pp. 11306-11316, Dec. 2017. [Pdf]
- R. Huang, J. Wu, C. Long, Y. Zhu and Y. Lin, "Mitigate the obstructing effect of vehicles on the propagation of VANETs safety-related information," 2017 IEEE Intelligent Vehicles Symposium (IV), Los Angeles, CA, 2017, pp. 1893-1898.