Publications

2024

  1. TNSM CDU
    OptCDU: Optimizing the Computing Data Unit Size for COIN
    Wu, Huanzhuo, He, Jia, Weng, Jiakang, Nguyen, Giang T., Reisslein, Martin, and Fitzek, Frank H. P.
    IEEE Transactions on Network and Service Management 2024
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2023

  1. IFAC IMU
    Fast IMU-based Dual Estimation of Human Motion and Kinematic Parameters via Progressive In-Network Computing
    Dai, Xiaobing,  Wu, Huanzhuo, Wang, Siyi, Jiao, Junjie, Nguyen, Giang T., Fitzek, Frank H. P., and Hirche, Sandra
    In International Federation of Automatic Control (IFAC) World Congress 2023 Jul 2023
  2. Access cXR
    cXR+ Voxel-Based Semantic Compression for Networked Immersion
    Rezwan, Sifat,  Wu, Huanzhuo, Cabrera, Juan A., Nguyen, Giang T., Reisslein, Martin, and Fitzek, Frank H. P.
    IEEE Access Jul 2023
  3. EW. FI
    Architectural Enhancement of Environmental-Aware Federated Inference Orchestration for Sustainable AI/ML Management
    Wu, Huanzhuo, Masood Khorsandi, Bahare, Abdelkader, Abdelrahman, Braham, Hajer, and Gajic, Borislava
    In European Wireless 2023; 28th European Wireless Conference Jul 2023

2022

  1. ICECCME V2X
    Multi-Purpose Messages: Intelligent Feedback Providing in Vehicular Broadcast Environment
    Lehmann, Christopher, Rupp, Edward,  Wu, Huanzhuo, Grohmann, Andreas I., and Fitzek, Frank H. P.
    In International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) Jul 2022
  2. ICECCME Eng
    Experimental Proof of the Energy Advantage of In-Network Intelligence
    Wu, Huanzhuo, Tömösközi, Máté, Bassoli, Riccardo, Zhang, Jiajing, and Fitzek, Frank H. P.
    In International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) Jul 2022
  3. Journal IoT-J
    Accelerating Industrial IoT Acoustic Data Separation with In-Network Computing
    Wu, Huanzhuo, Shen, Yunbin, Xiao, Xun, Nguyen, Giang T., Hecker, Artur, and Fitzek, Frank H. P.
    IEEE Internet of Things Journal May 2022
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  4. Conf. CCNC
    Demonstration of In-Network Audio Processing for Low-Latency Anomaly Detection in Smart Factories
    Wu, Huanzhuo, Shen, Yunbin, Tömösközi, Máté, Nguyen, Giang T., and Fitzek, Frank H. P.
    In 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2022) Jan 2022
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  5. Journal WCM
    Functional Split of In-Network Deep Learning for 6G: A Feasibility Study
    He, Jia,  Wu, Huanzhuo, Xiao, Xun, Bassoli, Riccardo, and Fitzek, Frank H. P.
    IEEE Wireless Communications Jan 2022
  6. Conf. MELECON
    You Only Hear Once: Lightweight In-Network AI Design for Multi-Object Anomaly Detection
    Wu, Huanzhuo, He, Jia, Tömösközi, Máté, Zhang, Jiajing, and Fitzek, Frank H. P.
    In 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (MELECON 2022) Jun 2022
  7. Conf. SysInt
    Reference Network and Localization Architecture for Smart Manufacturing based on 5G
    Ludwig, Stephan, Aschenbrenner, Doris, Scharle, Marvin, Klessig, Henrik, Karrenbauer, Michael,  Wu, Huanzhuo, Taghouti, Maroua, Lozano, Pedro, Schotten, Hans D, and Fitzek, Frank H. P.
    In 6th International Conference on System-Integrated Intelligence: Intelligent, flexible and connected systems in products and production Jun 2022
  8. Conf. CCNC
    Bitteiler: Demonstration of Efficient and Private Massive Industrial IoT Communications
    Tömösközi, Máté, Taghouti, Maroua,  Wu, Huanzhuo, and Fitzek, Frank H. P.
    In 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2022) Jun 2022
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  9. Conf. ICC
    Deep Learning-based Energy Optimization for Electric Vehicles Integrated Smart Micro Grid
    Zhang, Jiajing,  Wu, Huanzhuo, Bassoli, Riccardo, Bonetto, Riccardo, and Fitzek, Frank H. P.
    In 2022 IEEE International Conference on Communications (ICC): Green Communication Systems and Networks Symposium (IEEE ICC’22 - GCSN Symposium) May 2022
  10. Conf. MELECON
    Evaluation of an Intelligent Task Scheduling Algorithm for 6G 3D Networking
    Zhang, Jiajing,  Wu, Huanzhuo, Shen, Shiwei, Bassoli, Riccardo, Nguyen, Giang T., and Fitzek, Frank H. P.
    In 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (MELECON 2022) Jun 2022

2021

  1. Journal Network
    Computing Meets Network: COIN-aware Offloading for Data-intensive Blind Source Separation
    Wu, Huanzhuo, Xiang, Zuo, Nguyen, Giang T., Shen, Yunbin, and Fitzek, Frank H. P.
    IEEE Network Magazine Jun 2021
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  2. Conf. GC
    In-Network Processing Acoustic Data for Anomaly Detection in Smart Factory
    Wu, Huanzhuo, Shen, Yunbin, Xiao, Xun, Hecker, Artur, and Fitzek, Frank H. P.
    In 2021 IEEE Global Communications Conference: IoT and Sensor Networks (Globecom2021 IoTSN) Jun 2021
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  3. Conf. GC
    In-Network Processing for Low-Latency Industrial Anomaly Detection in Softwarized Networks
    Wu, Huanzhuo, He, Jia, Tömösközi, Máté, Xiang, Zuo, and Fitzek, Frank H. P.
    In 2021 IEEE Global Communications Conference: Next-Generation Networking and Internet (Globecom2021 NGNI) Jun 2021
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  4. Conf. ICC
    Abstraction-based Multi-object Acoustic Anomaly Detection for Low-complexity Big Data Analysis
    Wu, Huanzhuo, He, Jia, Tömösközi, Máté, Nguyen, Giang T., and Fitzek, Frank H. P.
    In WS17 IEEE ICC 2021 Workshop on Communication, Computing, and Networking in Cyber-Physical Systems (WS17 ICC’21 Workshop - CCN-CPS) Jun 2021
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2020

  1. Book Chapter
    Realizing Network Slicing
    Granelli, Fabrizio, Nguyen, Giang T., and Wu, Huanzhuo
    Jun 2020
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  2. Conf. GC
    Adaptive Extraction-Based Independent Component Analysis for Time-Sensitive Applications
    Wu, Huanzhuo, Shen, Yunbin, Zhang, Jiajing, Salah, Hani, Tsokalo, Ievgenii A., and Fitzek, Frank H. P.
    In 2020 IEEE Global Communications Conference: Selected Areas in Communications: Internet of Things and Smart Connected Communities (Globecom2020 SAC IoTSCC) Jun 2020
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  3. Conf. ICC
    Component-Dependent Independent Component Analysis for Time-Sensitive Applications
    Wu, Huanzhuo, Shen, Yunbin, Zhang, Jiajing, Tsokalo, Ievgenii A., Salah, Hani, and Fitzek, Frank H. P.
    In 2020 IEEE International Conference on Communications (ICC) Jun 2020
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  4. Conf. GC
    Y-Net: A Dual Path Model for High Accuracy Blind Source Separation
    Wu, Huanzhuo, He, Jia, Tömösközi, Máté, and Fitzek, Frank H. P.
    In 2020 IEEE Globecom Workshops (GC Wkshps): IEEE GLOBECOM 2020 Workshop on Future of Wireless Access for Industrial IoT (FutureIIoT) (GC 2020 Workshop - FIIoT) Jun 2020
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2019

  1. Conf. CCNC
    Demonstration of Network Slicing for Flexible Conditional Monitoring in Industrial IoT Networks
    Wu, Huanzhuo, Tsokalo, Ievgenii A., Kuß, David, Salah, Hani, Pingel, Lukas, and Fitzek, Frank H. P.
    In 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2019) Jun 2019
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  2. Conf. ETFA
    Compressible Source Separation in Industrial IoT Broadband Communication
    Wu, Huanzhuo, Tsokalo, Ievgenii A., Taghouti, Maroua, Salah, Hani, and Fitzek, Frank H. P.
    In 2019 IEEE 24th International Conference on Emerging Technologies and Factory Automation (ETFA) Jun 2019
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  3. Journal AUTO
    Future Industrial Networking: From Use Cases to Wireless Technologies to a Flexible System Architecture
    Karrenbauer, Michael, Ludwig, Stephan, Buhr, Henning, Klessig, Henrik, Bernardy, Anne,  Wu, Huanzhuo, Pallasch, Christoph, Fellan, Amina, Hoffmann, Nicolai, Seelmann, Vasco, Taghouti, Maroua, Wunderlich, Simon, Lozano, Pedro T., Hoell, Andreas, Stimming, Christian, Patel, Dhruvin, Seetaraman, Savita, Bender, Serjoscha, Eberhardt, Elena, Schildknecht, Thomas, Herfs, Werner, Storms, Simon, Stich, Volker, Niebert, Norbert, Schotten, Hans D., and Fitzek, Frank H. P.
    at –Automatisierungstechnik Jun 2019
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  4. Conf. CCNC
    Mobile Edge Cloud for Robot Control Services in Industry Automation
    Tsokalo, Ievgenii A.,  Wu, Huanzhuo, Nguyen, Giang T., Salah, Hani, and Fitzek, Frank H. P.
    In 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2019) Jun 2019
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2018

  1. Newsletter
    Network Slicing for Conditional Monitoring in the Industrial Internet of Things
    Wu, Huanzhuo, Nguyen, Giang T., Chorppath, Anil K., and Fitzek, Frank H. P.
    Jun 2018
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  2. Conf. ETFA
    A 5G Architecture for The Factory of the Future
    Ludwig, Stephan, Karrenbauer, Michael, Fellan, Amina, Schotten, Hans D., Buhr, Henning, Seetaraman, Savita, Niebert, Norbert, Bernardy, Anne, Seelmann, Vasco, Stich, Volker, Hoell, Andreas, Stimming, Christian,  Wu, Huanzhuo, Wunderlich, Simon, Taghouti, Maroua, Fitzek, Frank H. P., Pallasch, Christoph, Hoffmann, Nicolai, Herfs, Werner, and Schildknecht, Thomas
    In IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA) Jun 2018
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  3. Conf. VDE
    Towards a Flexible Architecture for Industrial Networking
    Karrenbauer, Michael, Fellan, Amina, Schotten, Hans D., Buhr, Henning, Seetaraman, Savita, Niebert, Norbert, Ludwig, Stephan, Bernardy, Anne, Seelmann, Vasco, Stich, Volker, Hoell, Andreas, Stimming, Christian,  Wu, Huanzhuo, Wunderlich, Simon, Taghouti, Maroua, Fitzek, Frank H. P., Pallasch, Christoph, Hoffmann, Nicolai, Herfs, Werner, Eberhardt, Elena, and Schildknecht, Thomas
    In Jun 2018
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