高榮鴻（IEEE 高級會員）1994 年獲國立臺灣大學電機工程學士學位，1997 年獲美國加州大學洛杉磯分校電機工程碩士學位，2001 年獲美國紐約伊薩卡康奈爾大學電機與計算機工程博士學位。他曾任臺灣新竹國立交通大學通訊工程研究所教授。現任新竹陽明交通大學通訊工程研究所教授。他目前的研究興趣包括 NOMA 無線網絡的最佳資源分配、無線通信和移動計算的機器學習和優化、無人機通信網絡、物聯網和軟件定義網絡。

• 校外榮譽事項    2011    99學年度研華傑出青年教授獎    研華文教基金會
• 校外榮譽事項    英國劍橋 2009 年百大工程師國際傳記中心
• 校外榮譽事項    2009    馬奎斯世界名人錄 - 2009   美國馬奎斯名人錄有限責任公    
• 校外榮譽事項    2008    馬奎斯世界名人錄 - 2008   美國馬奎斯名人錄有限責任公
• 校外榮譽事項    英國劍橋 2008 年百大工程師國際傳記中心
• 校外榮譽事項    2008    吳大猷先生紀念獎    國科會
• 校外榮譽事項    2007    馬奎斯世界名人錄 - 2007     美國馬奎斯名人錄有限責任公
• 校外榮譽事項    2006    馬奎斯世界名人錄 - 2006     美國馬奎斯名人錄有限責任公
• 校外榮譽事項    2005    馬奎斯世界名人錄 - 2005     美國馬奎斯名人錄有限責任公

• 無線網路跨層設計
• 物聯網
• 軟體定義網路與網路功能虛擬化
• 智慧型手機應用程式設計
• 隨機過程與排隊理論
• 機率與最佳化在人工智慧的應用

• 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.

• 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.

N/A

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