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Dr. Rung-Hung Gau
Dr. Rung-Hung Gau
Professor
Group:
Wireless Communications
Office:
ED730
Phone:
035712121ext54622
E-mail:
gaurunghung@nycu.edu.tw
Website:
https://runghunggau.wordpress.com
Research:
Smart Networks, Radio Resource Management, Cloud and Edge Computing
  • Biography

    Rung-Hung Gau (Senior Member, IEEE) received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 1994, the M.S. degree in electrical engineering from the University of California at Los Angeles, Los Angeles, CA, USA, in 1997, and the Ph.D. degree in electrical and computer engineering from Cornell University, Ithaca, NY, USA, in 2001. He was a Professor with the Institute of Communications Engineering, National Chiao Tung University, Hsinchu, Taiwan. He is currently a Professor with the Institute of Communications Engineering, National Yang Ming Chiao Tung University, Hsinchu. His current research interests include optimal resource allocation in NOMA wireless networks, machine learning and optimization for wireless communications and mobile computing, UAV communication networks, the Internet of Things, and software defined networking.

     


  • Experience, Honors and Awards
     

    • External Honorary Matters 2011 99 Academic Year Advantech Outstanding Young Professor Award Advantech Foundation External Honorary Matters 2009 Top 100 Engineers 2009 International Biographical Centre at Cambridge.

    • External Honors 2009 Top 100 Engineers 2009 International Biographical Centre at Camb

    • External Honors 2009 Marquis Who's Who in the World - 2009 Marquis Who's Who LLC, USA

    • External Honors 2008 Marquis Who's Who in the World - 2008 Marquis Who's Who LLC, USA

    • External Honors 2008 Top 100 Engineers 2008 Cambridge International Biography Center, UK

    • External Honors 2008 Mr. Ta-Yu Wu Memorial Award National Science Council, Taiwan

    • External Honors 2007 Marquis Who's Who in the World - 2007 Marquis Who's Who LLC, USA

    • External Honors 2006 Marquis Who's Who in the World - 2006 Marquis Who's Who LLC, USA

    • External Honors 2005 Marquis Who's Who in the World - 2005 Marquis Who's Who LLC, USA






     


  • Research Highlights

    • Wireless Network Cross-Layer Design

    • Internet of Things

    • Software Definition Network and Network Function Virtualization

    • Smartphone Application Design

    • Random Process and Queuing Theory

    • Chance and Optimization in Artificial Intelligence Applications


  • Journals
    • Rung-Hung Gau, “Optimal Power Allocation and Rate Combination in X-type NOMA Wireless Relay Networks,” IEEE Wireless Communications Letters, vol. 12, no. 11, pp. 1966-1970, Nov. 2023.
    • Yun-Chun Ko and Rung-Hung Gau, “UAV Velocity Function Design and Trajectory Planning for Heterogeneous Visual Coverage of Terrestrial Regions,” IEEE Transactions on Mobile Computing, vol. 22, no. 10, pp. 6205-6222, Oct. 2023. 
    • Yu-Hsin Hsu and Rung-Hung Gau, “Reinforcement Learning-based Collision Avoidance and Optimal Trajectory Planning in UAV Communication Networks,” IEEE Transactions on Mobile Computing, vol. 21, no. 1, pp. 306-320, Jan. 2022. 
    • Chun-Hung Liu, Di-Chun Liang, Kwang-Cheng Chen, and Rung-Hung Gau, “Ultra-Reliable and Low-Latency Communications Using Proactive Multi-cell Association,” IEEE Transactions on Communications, vol. 69, no. 6, pp. 3879-3897, June 2021.
    • Chun-Hung Liu, Di-Chun Liang, Md Asif Syed, and Rung-Hung Gau, “A 3D Tractable Model for UAV-Enabled Cellular Networks With Multiple Antennas,” IEEE Transactions on Wireless Communications, vol. 20, no. 6, pp. 3538-3554, June 2021. 
    • Rung-Hung Gau, Hsiao-Ting Chiu, and Chien-Hsun Liao, “A Geometric Approach for Optimal Power Control and Relay Selection in NOMA Wireless Relay Networks,” IEEE Transactions on Communications, vol. 68, no. 4, pp. 2032-2047, April 2020.
    • Ming-Hsun Yang, Jwo-Yuh Wu, Tsang-Yi Wang, Robert G. Maunder, and Rung-Hung Gau, “Fusion-Based Cooperative Support Identification for Compressive Networked Sensing,” IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 157-161, Feb. 2020.
    • Rung-Hung Gau, Hsiao-Ting Chiu, Chien-Hsun Liao, Chi-Lun Wu, “Optimal Power Control for NOMA Wireless Networks with Relays,” IEEE Wireless Communications Letters, vol 7, no. 1, pp. 22-25, Feb. 2018.
    • Rung-Hung Gau and Chih-Huan Chen, “Signal-Centric Predictive Medium Access Control for M2M Communications,” IEEE Transactions on Wireless Communications, vol. 15, no. 4, pp. 2656-2668, Apr. 2016.
    • Yi-Shing Liou, Rung-Hung Gau, and Chung-Ju Chang, “Group Partition and Dynamic Rate Adaptation for Scalable Capacity-Region-Aware Device-to-Device Communications,” IEEE Transactions on Wireless Communications, vol. 14, no. 2, pp. 921-934, Feb. 2015.
    • Yi-Shing Liou, Rung-Hung Gau, and Chung-Ju Chang, “Dynamically Tuning Aggression Levels for Capacity-Region-Aware Medium Access Control in Wireless Networks,” IEEE Transactions on Wireless Communications, vol. 13, no. 4, pp. 1766-1778, Apr. 2014.
    • Rung-Hung Gau and Ching-Pei Cheng, “Optimal Tree Pruning for Location Update in Machine-to-Machine Communications,” IEEE Transactions on Wireless Communications, vol. 12, no. 6, pp. 2620-2632, June 2013.
    • Rung-Hung Gau, “Transmission Policies for Improving Physical Layer Secrecy Throughput in Wireless Networks,” IEEE Communications Letters, vol. 16, no. 12, pp. 1972-1975, Dec. 2012.
    • Rung-Hung Gau, “Probability Models for The Splitting Discovery Algorithm in Wireless Networks,” IEEE Wireless Communications Letters, vol. 1, no. 4, pp. 360-363, Aug. 2012.
    • Rung-Hung Gau, “Trace Aloha for Random Multiple Access in Wireless MIMO Networks,” IEEE Communications Letters, vol. 16, no. 6, pp. 882-885, June 2012.
    • Rung-Hung Gau, “On Group Partition for Wireless Multicast Flow Control,“ IEEE Communications Letters, vol. 16, no. 6, pp. 870-873, June 2012.
    • Rung-Hung Gau, “Tree/Stack Splitting with Remainder for Distributed Wireless Medium Access Control with Multipacket Reception,” IEEE Transactions on Wireless Communications, vol. 10, no. 11, pp. 3909-3923, Nov. 2011.
    • Rung-Hung Gau, “Modeling The Slotted Nonpersistent CSMA Protocol for Wireless Access Networks with Multiple Packet Reception,” IEEE Communications Letters, vol. 13, no. 10, pp. 797-799, Oct. 2009.
    • Rung-Hung Gau and Kuan-Mei Chen, “Probability Models for The Splitting Algorithm in Wireless Access Networks with Multi-Packet Reception and Finite Nodes,” IEEE Transactions on Mobile Computing, vol. 7, no. 12, pp. 1519-1535, Dec. 2008.
    • Rung-Hung Gau, “Performance Analysis of Finite-User Slotted Aloha in Wireless Networks with Multipacket Reception and Random Traffic,” IEEE Communications Letters, vol. 12, no. 2, pp. 140-142, Feb. 2008.
    • Rung-Hung Gau, “Modeling Concurrent Search in All-IP Heterogeneous Wireless Networks,” IEEE Transactions on Vehicular Technology, vol. 56, no. 5, pp. 3137-3148, Sep. 2007.
    • Rung-Hung Gau, “Performance Analysis of Multicast Key Backbone for Secure Group Communications,” IEEE Communications Letters, vol. 10, no. 7,  pp. 555-557, July 2006.
    • Rung-Hung Gau and Kuan-Mei Chen, “Predictive Multicast Polling for Wireless Networks with Multipacket Reception and Queueing,” IEEE Transactions on Mobile Computing, vol. 5, no. 6, pp. 725-737, June 2006.
    • Rung-Hung Gau, “Performance Analysis of Slotted Aloha in Interference-Dominating Wireless Ad-Hoc Networks,” IEEE Communications Letters, vol. 10, no. 5, pp. 402-404, May 2006.
    • Rung-Hung Gau and Chung-Wei Lin, “Location Management of Correlated Mobile Users in The UMTS,” IEEE Transactions on Mobile Computing, vol. 4, no. 6, pp. 641-651, Nov. 2005.
    • Bhaskar Krishnamachari, Rung-Hung Gau, Stephen B. Wicker, and Zygmunt J. Haas, “Optimal Sequential Paging in Cellular Networks,” Wireless Networks, vol. 10, no. 2, pp. 121-131, Mar. 2004.
    • Rung-Hung Gau and Zygmunt J. Haas, “Concurrent Search of Mobile Users in Cellular Networks,” IEEE/ACM Transactions on Networking, vol. 12, no. 1, pp. 117-130, Feb. 2004.
    • Rung-Hung Gau and Zygmunt J. Haas, “Concurrently Searching for Mobile Users in Cellular Networks,” IEEE Communications Letters, vol. 7, no. 6, pp. 287-289, June 2003.
    • Rung-Hung Gau, Zygmunt J. Haas and Bhaskar Krishnamachari, “On Multicast Flow Control for Heterogeneous Receivers,” IEEE/ACM Transactions on Networking, vol. 10, no. 1, pp. 86-101, Feb. 2002.

  • Conference Papers
    • Yeh-Shu Hsu and Rung-Hung Gau, “MMSE Threshold-based Power Control for Wireless Federated Learning,” IEEE VTC 2023-Spring, Florence, Italy, June 20-23, 2023.
    • Chun-Hung Liu, Di-Chun Liang, Rung-Hung Gau, and Lu Wei, “Modeling and Analysis of Intermittent Federated Learning Over Cellular-Connected UAV Networks,” IEEE VTC 2022-Spring, Helsinki, Finland, June 19-22, 2022.
    • Suat Cheng Ong and Rung-Hung Gau, “Local Loss-Assisted Dynamic Client Selection for Image Classification-Oriented Federated Learning,” IEEE International Conference on Communications (ICC) 2022, Seoul, South Korea, May 16-20, 2022.
    • Po-Yen Lai and Rung-Hung Gau, “Machine Learning-based MIMO Signal Detection in Wireless Networks with Random Traffic,” IEEE Wireless Communications and Networking Conference (WCNC) 2022, Austin, TX, USA, April 10-13, 2022, pp. 2298-2303.
    • Chun-Hung Liu, Di-Chun Liang, and Rung-Hung Gau, “A 3D Modeling Approach to Tractable Analysis in UAV-Enabled Cellular Networks,” IEEE International Conference on Communications (ICC) 2021, Montreal, QC, Canada, June 14-23, 2021.
    • Ju-Shan Lin, Hsiao-Ting Chiu, and Rung-Hung Gau, “Decentralized Planning-Assisted Deep Reinforcement Learning for Collision and Obstacle Avoidance in UAV Networks,” IEEE VTC 2021-Spring, Helsinki, Finland, Apr. 25-28, 2021.
    • Rung-Hung Gau, Hsiao-Ting Chiu, and Tsung-Che Lu, “Classification-based Optimal Beamforming for NOMA Wireless Relay Networks,” IEEE VTC 2021-Spring, Helsinki, Finland, Apr. 25-28, 2021.
    • Rung-Hung Gau and Hsiao-Ting Chiu, “On Optimal Power Control for Sequential NOMA in Wireless Relay Networks,” IEEE VTC 2020-Spring, Antwerp, Belgium, May 25-28, 2020.
    • Yen-Chun Liu and Rung-Hung Gau, “Optimal Power Allocation and Signal Phase Selection in NOMA Wireless Relay Networks,” IEEE CCNC 2020, Las Vegas, NV, USA, Jan. 10-13, 2020.
    • Chun-Hung Liu, Di-Chun Liang, and Rung-Hung Gau, “On Achieving High PHY-Layer Security of D2D-Enabled Heterogeneous Networks,” IEEE VTC 2019-Fall, Honolulu, Hawaii, USA, Sep. 22-25, 2019.
    • Pei-Ying Lin, Hsiao-Ting Chiu and Rung-Hung Gau, “Machine Learning-Driven Optimal Proactive Edge Caching in Wireless Small Cell Networks,” IEEE VTC 2019-Spring, Kuala Lumpur, Malaysia, April 28-May 1 2019.
    • Hsiao-Ting Chiu and Rung-Hung Gau, “Opportunistic Matrix Precoding for Non-Separable Wireless MIMO-NOMA Networks,” IEEE VTC 2018-Spring, Porto, Portugal, June 2018.
    • Hsiao-Ting Chiu and Rung-Hung Gau, “Channel-Aware Signal-Centric Medium Access Control for Machine Type Communications,” IEEE WCNC 2018, Barcelona, Spain, Apr. 2018.
    • Wei-Chen Chen, Hsiao-Ting Chiu and Rung-Hung Gau, “Bayesian Tree Search for Beamforming Training in Millimeter Wave Wireless Communication Systems,” IEEE WCNC 2018, Barcelona, Spain, Apr. 2018.
    • Rung-Hung Gau, “Optimal Traffic Engineering and Placement of Virtual Machines in SDNs with Service Chaining,” IEEE NetSoft 2017, pp. 1-9, Bolognia, Italy, July 2017.
    • Rung-Hung Gau, Zh-Hong Xiao, and Tseng-Lung Yuan, “Optimal Power Control and Beamforming for Full-Duplex Small Cell Wireless Networks,” IEEE VTC 2017-Spring, Sydney, Australia, July 2017.
    • Rung-Hung Gau and Fu-Ta Kuo, “Exploiting Spatial and Temporal Correlations for Signal-Centric MAC in M2M Communications,” IEEE VTC 2016-Fall, Montreal, Canada, Sep. 18-21, 2016.
    • Rung-Hung Gau, Hsiao-Ting Chiu, and Pei-Kan Tsai, “Optimizing The Service Capacity of SDN-based Cellular Networks with Service Chaining and NFV,” IEEE PIMRC 2016, Valencia, Spain, Sep. 4-7, 2016.
    • Rung-Hung Gau and Hsiao-Ting Chiu, “User Assignment and Discrete Power Control for Scalable NOMA Multicast in Cellular Networks,” IEEE PIMRC 2016, Valencia, Spain, Sep. 4-7, 2016.
    • Rung-Hung Gau and Pei-Kan Tsai, “SDN-based Optimal Traffic Engineering for Cellular Networks with Service Chaining,” IEEE WCNC 2016, Doha, Qatar, Apr. 3-6, 2016.
    • Yi-Shing Liou, Rung-Hung Gau, and Chung-Ju Chang, “Opportunistic Polling for Capacity-Region-Aware MAC in Wireless Networks with Partial CSI,” IEEE ICC 2015, London, UK, June 2015.
    • Rung-Hung Gau and Chih-Huan Chen, “Signal-Centric Predictive Polling for Medium Access Control in M2M Communications Networks,” IEEE WCNC 2015, New Orleans, LA, USA, March 2015.
    • Yi-Shing Liou, Rung-Hung Gau, and Chung-Ju Chang, “A Bargaining Game Based Access Network Selection Scheme for HetNet,” IEEE ICC 2014, Sydney, Australia, June 2014.
    • Yi-Shing Liou, Rung-Hung Gau, and Chung-Ju Chang,  “Group Partition for Capacity-Region-Aware Device-to-Device Communications,” IEEE WCNC 2014, Istanbul, Turkey, April 2014.
    • Rung-Hung Gau, Sheng-Wen Tsai, and Tzu-Ting Tseng, “Searching for Truss Alpha Users in Mobile Telecommunications Social Networks,” IEEE GLOBECOM 2013, Atlanta, GA USA, Dec. 2013.
    • Wen-Ching Chung, Jwo-Yuh Wu, Rung-Hung Gau, and Chung-Ju Chang, “Channel Prediction at the Destination for Relay Training Overhead Reduction in Cooperative Wireless Networks,” IEEE VTC 2012-Spring, May 2012.
    • Rung-Hung Gau and Yi-Yang Peng,  “A Dual Approach for The Worst-Case-Coverage Deployment Problem in Ad-Hoc Wireless Sensor Networks,” IEEE MASS 2006, pp. 427-436, Vancouver, B.C., Canada, Oct. 2006.
    • Bhaskar Krishnamachari, Rung-Hung Gau, Stephen B. Wicker and Zygmunt J. Haas, “On the Performance of Sequential Paging for Mobile User Location,” IEEE Vehicular Technology Conference, Fall 2001, pp. 92-96.

  • Book Chapters
    N/A

  • Patents

     

    • Methods and Systems for Concurrent Paging of Mobile Users in Cellular Networks, USA, US 7,031,731 B2, Rung-Hung Gau and Zygmunt J. Haas, Cornell University, 2006/04/ ~ 2016/04/

     

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