| 黃琴雅 CHIN-YA HUANG |
|
|---|---|
| 職稱 | |
| 副教授 | |
| 學歷 | |
| 美國威斯康辛大學電機與電腦工程博士 | |
| 電子郵件 | |
| chinya@mail.ntust.edu.tw | |
| 辦公室 | |
| EE-414 |
| Office Hours | |
|---|---|
| 電話 | |
| 個人網頁 | https://sites.google.com/view/chinya-huang/about-me |
| 實驗室 | WIreless SystEm (WISE) |
| 研究領域 | 毫米波網路、5G資安、衛星通訊 |
| 開授課程 | Advanced Computer Networks, Adaptive Signal Processing, Data Communication, Linear System, Wireless Communication System and IoT Applications |
| 2022.08 ~ 迄今 | Associate Professor at Dept. of Electronic and Computer Engineering, Nation Taiwan University Science and Technology, Taiwan |
| 2018.02 ~ 2022.07 | Assistant Professor at Dept. of Electronic and Computer Engineering, Nation Taiwan University Science and Technology, Taiwan |
| 2015.08 ~ 2018.01 | Assistant Professor at Dept. of Electrical Engineering, National Central Univesity, Taiwan |
| 2013.10 ~ 2015.08 | Member of Technical Staff at Optimum Semiconductor Tech. Inc., USA |
| 2013.02 ~ 2013.09 | Assistant Research Fellow at National Chiao-Tung University, Taiwan |
| 2012.09 ~ 2012.11 | Senior Engineer at Qualcomm Inc., San Diego, CA, USA |
| 2012.03 ~ 2012.09 | Engineer at Qualcomm Inc., San Diego, CA, USA |
| 2011.05 ~ 2011.08 | Summer Inter at Big Swith Networks, USA |
| 2008.06 ~ 2008.08 | Summer Inern at Sanbridge Tech. Inc, USA |
研究成果
| [1] | T. -C. Huang, C. -Y. Huang and Y. -C. Chen, "Real-Time DDoS Detection and Alleviation in Software Defined In-Vehicle Networks," in IEEE Sensors Letters, Aug. 2022. |
| [2] | Z. Wu, C. -Y. Huang and P. Ramanathan, "Measuring Millimeter Wave based Link Bandwidth Fluctuations during Indoor Immersive Experience," in IEEE Networking Letters, pp.1-5, Mar. 2022. |
| [3] | D. Ageng, C. -Y. Huang and R. -G. Cheng, "A Short-Term Household Load Forecasting Framework Using LSTM and Data Preparation," in IEEE Access, vol. 9, pp. 167911-167919, Dec. 2021. |
| [4] | J. Gunawan and C.-Y. Huang, "An Extensible Framework for Short-Term Holiday Load Forecasting Combining Dynamic Time Warping and LSTM Network," IEEE Access, vol. 9, pp. 106885-106894, Mar. 2021. |
| [5] | C.-Y. Huang, H.-Y. Chen, C.-H. Huang, S.-T. Sheu, T.-W. Chiang, T.-L. Cheng and C.-C. Chang, "Listen Before Receive (LBR) Assisted Network Access in LAA and WiFi Heterogeneous Networks", IEEE Access, vol. 9, pp. 43845-43861, Mar. 2021. |
| [6] | Z. Khan, M. Chowdhury, M. Islam, C.-Y. Huang and M. Rahman, "Long Short-Term Memory Neural Network-Based Attack Detection Model for In-Vehicle Network Security," in IEEE Sensors Letters, vol. 4, no. 6, pp. 1-4, Jun. 2020. |
| [7] | T.-L. Chin, C.-Y. Huang, S.-H. Shen, Y.-C. Tsai, Y. H. Hu, Y.-M. Wu, "Learn to Detect: Improving the Accuracy of Earthquake Detection", in IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 11, pp. 8867-8878, Nov. 2019. |
| [8] | C.-Y. Huang, and P. Ramanathan, “Network Layer Support for Gigatbit TCP Flows in Wireless Networks,” IEEE Tran. on Mobile Computing, pp. 2073-2085, Oct. 2015. |
| [9] | C.-Y. Huang, P. Ramanathan, and K. Saluja, “Routing TCP Flows in Underwater Mesh Networks”, IEEE Journal on Selected Areas in Communication, Vol. 29, pp. 2022-2032, Dec. 2011. |
| [1] | Z. Wu, C.-Y. Huang and P. Ramanathan "COded Taking And Giving (COTAG): Enhancing Transport Layer Performance over Indoor Millimeter Wave Access Networks," IEEE International Conference on Communications (ICC), May 2022, pp. 1-6. |
| [2] | S. -M. Chan, M. -H. Xie, H. -S. Chang and C. -Y. Huang, "Design and Implementation of a Network Coding Platform based on NetFPGA and ns-3," 2021 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Nov. 2021, pp. 108-109. |
| [3] | H. -J. Huang, C. -Y. Huang and Y. -K. Lee, "PINC: Design and Implementation of Inter-Flow Network Coding in P4-enabled Networks," 2021 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Nov. 2021, pp. 106-107 |
| [4] | T.-I. Tsai and C.-Y. Huang, "Exploring the collaborative information practices of domestic and international students through the frameworks of social information seeking and information world mapping," ASIS&T 2020 Annual Meeting SIG-USE Symposium, Oct. 2020. |
| [5] | W.-T. Teng, C.-Y. Huang, S.-H. Shen, T.-L. Chin, C.-A. Shen and H.-Y. Wang, "User Centric Low Latency Data Transmission in Ultra Dense Vehicular Networks," in Proceedings of 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), Sep. 2019, pp. 1-5. |
| [6] | C.-Y. Huang, P.-S. Lin, T.-I. Tsai and C.-C. Wu, "An evaluation research on project-based teaching: The case of an IoT course in electrical engineering," The 4th International Workshop on Learning Environment and Educational Technology (LEET). Osaka University, Japan, Aug. 2019. |
| [7] | C.-Y. Huang, C.-W. Lin, R.-G. Cheng, S. Jay Yang, S.-T. Sheu "Experimental Evaluation of Jamming Threat in LoRaWAN" in Proceedings of 2019 IEEE 88th Vehicular Technology Conference, Apr. 2019. |
| [8] | C.-Y. Huang, C.-Y. Ho, N. Nikaein, R.-G. Cheng, “Design and Prototype of A Virtualized 5G Infrastructure Supporting Network Slicing”, in Proceedings of EEE International Conference on Digital Signal Processing, Nov., 2018. |
| [9] | Y.-H. Chen, T.-L. Chin, C.-Y. Huang, S.-H. Shen, R.-Y. Huang, “Time Efficient Energy-Aware Routing in Software Defined Networks”, in Proceedings of 2018 IEEE 7th International Conference on Cloud Networking (CloudNet), Oct. 2018. |
| [10] | C.-Y. Huang, W.-W. Chung, C.-Y. Liu, “Design and Implement Dual -Band Wireless Networking assisted Fault Tolerant Data Transmission in Intelligent Building”, in Proceedings of 2018 IEEE VTC-Fall 2018, Aug. 2018. |
| [11] | C.-Y. Huang, C.-H. Huang, S.-T. Sheu, T.-W. Chiang, “Enhancing Transmission Performance in the LAA and WiFi Heterogeneous Network”, in Proceedings of 2018 IEEE VTC-Fall 2018, Aug. 2018. |
| [12] | C.-Y. Huang and K.-H. Shen, “TAG: Real-time Immersive Content Delivery in Ultra Dense Networks with Wireless Mesh Backhaul,” in Proceedings of IEEE VTC-Spring 2018, Jun. 2018. |
| [13] | C.-Y. Huang, H.-Y. Wang, Y.-P. Wu, “SDWDS: Fault Recovery Automation in IoTs,” in Proceedings of IEEE International Conference on Sensing, Communication and Networking, Jun. 2018. |
| [14] | H.-H. Liang, T.-W. Chiang, W.-X. Kuo, C.-H. Huang, C.-Y. Huang, S.-T. Sheu, “Hidden Node Avoidance in LTE Licensed Assisted Access (LAA) Networks Using Full Duplex Radio (FDR) Technology,” in Proceedings of the International Conference on Wireless Networks (ICWN), pp. 42-47, 2018. |
| [15] | H.-Y. Wang and C.-Y. Huang, ``GPS: SDN based Seamless Packet Delivery in Fog assisted VANET,'' Mobile Computing Workshop, Aug. 2017. (優良論文獎) |
| [16] | C.-Y. Huang, Ke Xu, “Reliable Realtime Streaming in Vehicular Cloud-Fog Computing Networks,” IEEE International Conference on Communications in China, Jul. 2016. |
| [17] | W. Chung, C. Chang, C. Huang and H. Teng, "A green radio resource allocation scheme for LTE-A CoMP systems with multimedia traffic," 2013 IEEE/CIC International Conference on Communications in China (ICCC), Xi'an, Aug. 2013, pp. 758-762. |
| [18] | W. Chung, C. Chen, C. Huang, C. Chang and F. Ren, "Ant colony-based radio resource allocation for LTE-A systems with MIMO and CoMP transmission," 2013 IEEE/CIC International Conference on Communications in China (ICCC), Xi'an, Aug. 2013, pp. 780-785. |
| [19] | C.-Y. Huang, P. Ramanathan, “Seamless Real-time Content Delivery in Wireless Cognitive Radio Networks,” in Proceedings of IEEE International Conference on Communications, Jun. 2013. |
| [20] | C.-Y. Huang and P. Ramanathan, "Joint association and power adaption in WiFi community networks," 2011 45th Annual Conference on Information Sciences and Systems, Baltimore, MD, Mar. 2011, pp. 1-6. |
| [21] | W.-S. Tang, C.-Y. Huang, C.-J. Chang and F.-C. Ren, "QoS-promoted dynamic bandwidth allocation for Ethernet passive optical networks," 2008 Third International Conference on Communications and Networking in China, Hangzhou, Aug. 2008, pp. 252-256. |
研究成果
| 計畫名稱 | 計畫總額 | 執行始於 | 執行結束 | 委託單位 |
|---|---|---|---|---|
| 應用於智慧運輸系統之低延遲可靠傳輸研究 | 0 | 11108 | 11207 | 國科會 |
| 5G SA 核網網元 HTTP/2 攻擊研析 | 0 | 11106 | 11112 | 產學案 |
| 低軌道衛星通訊系統之衛星波束排程與重組設計 | 0 | 11106 | 11112 | 產學案 |
| 物聯網端點的韌體之漏洞分析、偵測與防禦(2/2)(Co-PI) | 5250000 | 11105 | 11204 | 國科會 |
| 即時系統軟體模組優化研究 | 0 | 11103 | 11106 | 產學案 |
| 物聯網端點的韌體之漏洞分析、偵測與防禦 (1/2) (Co-PI) | 4500000 | 11005 | 11104 | 科技部 |
| 電量預測 (Co-PI) | 0 | 11002 | 11007 | 研揚科技股份有限公司 |
| 能源預測程式轉譯與優化 | 270000 | 11002 | 11012 | 產學案 |
| 下世代超高速衛星通訊技術研究 | 300000 | 10901 | 10912 | 台灣大學系統 |
| 應用於5G測試之工具研發 | 180000 | 10901 | 10912 | 詮隼科技股份有限公司 |
| 基於毫米波通訊之智能車聯網之身歷其境內容傳輸研究 | 2671000 | 10808 | 11107 | 科技部 |
| 多用戶環境下CBRS Domain Proxy通訊技術 | 153000 | 10801 | 10806 | 工研院 |
| 5G物聯網協定切片技術研究 (Co-PI) | 1100000 | 10801 | 10812 | 資策會 |
| 物聯網全時監控技術可行性驗證 (Co-PI) | 800000 | 10711 | 1089 | 財政部 |
| 應用於智慧運輸系統之惡意小細胞基站攻擊防護機制 | 530000 | 10708 | 10807 | 科技部 |
| CBRS：SAS-CBSD通訊協定研發 | 553000 | 10707 | 10806 | 科技部 |
| CBRS Domain Proxy通訊技術 | 400000 | 10707 | 10712 | 工研院 |
| 5G 行動通訊協定與虛擬化技術研究 (Co-PI) | 0 | 10701 | 10712 | 資策會 |
| 工業物聯網安全及連整合技術-容錯網路系統 | 1104439 | 10611 | 10803 | 教育部 |
| 車用物聯網偽冒基地台辨識 | 868000 | 10610 | 10709 | 科技部 |
| 基於FPGA之高速高精密配合高速IO反應之運動控制開發 | 150000 | 10609 | 10612 | 邑富有限公司 |
| 應用於多用戶之可見光通訊技術 | 250000 | 10608 | 10612 | 工研院 |
| 應用於Wireless backhaul資料分流環境下支援TCP資料流之 適應性多跳路由傳輸技術研究 | 400000 | 10605 | 10612 | 工研院 |
| 跨領域資電工程教育融入CDIO架構與Capstone實作課程之發展、實施與成效評估－跨領域資電工程教育課程實施與應用 (跨領域工程教育人才培育與研究計畫) (Co-PI) | 2654000 | 10512 | 10912 | 科技部 |
指導學生
| 學年 | 論文題目 | 學生 |
|---|
| 學年 | 論文題目 | 學生 |
|---|---|---|
| 112 | 開源5G核心網路控制與使用者平面效能評估 | 陳芃宇 |
| 112 | 窄帶物聯網系統下低軌衛星基於QoS的上行排程策略 | 林詩涵 |
| 111 | 基於ns-3及openwifi間介面之即時模擬平台開發 | 江育齊 |
| 111 | 軟體定義毫米波網路應用於IIoT 之結合可靠性與公平性的多路徑路由方案 | 李御楷 |
| 111 | 運用自適應差分混沌鷹演算法增強5G小型基地台的能源效率 | 陳昱錡 |
| 110 | 改善毫米波網路中多使用者於擴增實境與虛擬實境遊戲的波束訓練性能 | 謝孟樺 |
| 110 | 毫米波IAB網路下基於QoS感知排程及緩衝區管理的單次傳輸方案 | 張瀚升 |
| 109 | 應用於假日負載預測之基於動態時間校正演算法與長短 期記憶模型之混合式短期電力負載預測框架 | Jeffrey Gunawan |
| 109 | 基於數據準備策略和 LSTM 之每小時負載預測 (與鄭瑞光教授共同指導) | Derni Ageng |
| 109 | 應用於短封包通訊系統下具有混合自動重發之下行 非正交多重接取之用戶分組與功率分配演算法設計 | 王韋傑 |
| 109 | 軟體定義車內網路之K平均演算法偵測減緩分散式阻斷服務攻擊 | 黃騰加 |
| 109 | 軟體定義的快速故障恢復機制 | 白廷謙 |
| 109 | 改善毫米波蜂巢網路中擴增實境與虛擬實境網路性能之雙連線與網路編碼方案 | 黃泓智 |
| 108 | 改善毫米波擷取網路中即時應用服務品質之雙連線傳輸方法 | 林恒玄 |
| 108 | CBRS系統的代理人之基於傳輸連續性的動態通道分配演算法 | 劉思妤 |
| 108 | CBRS環境中基於代理人的競爭式頻寬定價策略 | 康晉瑋 |
| 108 | 毫米波與CBRS協作中繼網路中基於基地台數量的非一致 性基因功率分配演算法 | 林冠成 |
| 108 | 毫米波回程網路中同步決策與服務品質感知的共時排程演算法 | 林秉鉎 |
| 108 | 毫米波非授權頻段中NR-U與WiGig共存之隱藏節點機率分析 | 楊政勳 |
| 學年 | 專題題目 | 學生 |
|---|---|---|
| 112 | 低軌通訊傳輸技術研究 | 梁祐豪 |
| 112 | Hyper Interactive Course Platform for University Students | Simon Octavianus |
| 111 | SDN網際網路應用 | 呂長恩、林嘉鼎、簡丞志 |
| 110 | 基於SDN的WiFi-VLC通訊傳輸 | 梁詮濬、周聖平 |
| 109 | 基於安全功能的自走車之網路傳輸應用 | 王裕盛、林芮佑 |
| 108 | 互聯網應用與實現 | 陳芃威、謝孟樺、余國維 |
| 107 | APU的邊緣運算與安全開發 | 鄭和軒、周俊廷 |
| 年份 | 事蹟 |
|---|---|
| 2025 | 碩士班同學林詩涵錄取聯發科技全職工程師 |
| 2025 | 碩士班同學林嘉鼎、林詩涵、陳緯發表"CodedMyRoute: Design and Implementation of Software Defined Reliable Routing Scheme for Satellite IoTs "於IEEE APWCS |
| 2025 | 碩士班同學王韋傑發表"Low-Latency Short-Packet Communication in Downlink HARQ-IR-NOMA Systems"於IEEE Wireless Communication Letters. |
| 2024 | 碩士班同學吳峻葳錄取新漢暑期實習 |
| 2024 | 碩士班同學陳芃宇論文發表於於IEEE APWCS |
| 2024 | 碩士班同學陳芃宇錄取鴻佰科技全職工程師 |
| 2023 | 碩士班同學白廷謙、李御楷 論文發表於IEEE Networking Letters |
| 2023 | 碩士班同學林嘉鼎錄取雲基科技實習 |
| 2023 | 碩士班同學林詩涵錄取中華電信暑期實習 |
| 2023 | 碩士班同學簡丞志錄取雲基科技實習 |
| 2023 | 碩士班同學徐智家錄取研揚科技實習 |
| 2023 | 碩士班同學陳芃宇、林嘉鼎獲TANET最佳論文獎 |
| 2022 | 碩士班同學黃泓智錄取聯發科技、瑞昱半導體全職工程師 |
| 2022 | 碩士班同學黃騰加錄取優達科技全職工程師 |
| 2022 | 碩士班同學林秉鉎錄取緯穎科技全職工程師 |
| 2022 | 碩士班同學黃騰加、陳昱錡論文發表於於IEEE Sensors Letters |
| 2022 | 大學部同學呂長恩、林嘉鼎、簡丞志專題獲最佳人氣獎 |
| 2021 | 碩士班同學張瀚升錄取聯發科技全職預聘 |
| 2021 | 碩士班同學張瀚升錄取聯發科技暑期實習 |
| 2021 | 大學部同學郭訓佑錄取中研院、工研院暑期實習 |
| 2021 | 碩士班同學謝孟樺錄取仁寶科技暑期實習 |
| 2021 | 碩士班同學Jeffrey Gunawan 錄取 Neurelli (耐銳利科技股份有限公司)全職工程師 |
| 2021 | 碩士班同學王韋傑錄取聯發科技、瑞昱半導體全職工程師 |
| 2021 | 碩士班同學林冠成錄取聯發科技全職工程師 |
| 2021 | 碩士班同學康晉瑋錄取MOXA, 聯發科技全職工程師 |
| 2021 | 碩士班同學Jeffrey Gunawan論文發表於IEEE Access |
| 2021 | 碩士班同學詹舒閔、謝孟樺、張瀚升論文發表於IEEE SDN/DFV Demo |
| 2021 | 碩士班同學黃泓智、李御楷論文發表於IEEE SDN/NFV Demo |
| 2020 | 碩士班同學林冠成獲中華電信研究院暑期實習(07/2020~08/2020)、仁寶電腦實習(09/2020~12/2020) |
| 2020 | 碩士班同學白廷謙、王韋傑、黃泓智 獲經濟部工業局5G Jump暑期實習 |
| 2020 | 碩士班同學謝孟樺獲109學年度電子系研究生獎學金 |
| 2020 | 碩士班同學劉思妤、林恒玄錄取仁寶電腦全職工程師 |
| 2020 | 碩士班同學林恒玄錄取聯發科技全職工程師 |
| 2020 | 碩士班同學林冠成錄取Eurecom實習 |
| 2019 | 碩士班同學Jeffrey Gunawan 獲研揚獎學金與實習 |
| 2019 | 碩士班同學林秉鉎、林恒玄、康晉瑋、楊政勳錄取Eurecom實習 |
| 2019 | 碩士班同學劉思妤、林恒玄論文發表於於IEEE APWCS |
| 2018 | 碩士班同學林冠成、楊政勳獲107學年度電子系研究生獎學金 |
| 2018 | 碩士班同學林冠成、林秉鉎獲ICNCC論文報告優良獎 |