PhD Researcher
Jiajing Zhang is a Ph.D. student in Deutsche Telekom Chair of Communication Networks at TU Dresden. She was born in Henan, China and studied at North China Electric Power University (Beijing) where she received her bachelor’s degree in Communication Engineering. After finishing her bachelor’s, she started to pursue her master’s degree in Nanoelectronic Systems at the Dresden University of Technology. During her studies in Germany, she worked as a student assistant at the university (in the field of MIMO millimetre-wave and Vehicular Communication) and Fraunhofer Institute (in the field of Vehicular Communication) and in 2017 she moved to Munich to work as an intern at Huawei Technologies Duesseldorf GmbH (in the field of Vehicular Communication). She has finished her project work with the topic related to vehicular communication and her master thesis on the topic of smart grid learning and automation both in Deutsche Telekom Chair of Communication Networks. Currently, her topics are resource allocation, 3D networks, and mobile edge computing (MEC).
Phone: +49 351 463-32285 Email: jiajing.zhang@tu-dresden.de
Diplom Thesis
Master Thesis
Student Thesis
Zhang, Jiajing; Wu, Huanzhuo; Shen, Shiwei; Bassoli, Riccardo; Nguyen, Giang T.; Fitzek, Frank H. P.
Evaluation of an Intelligent Task Scheduling Algorithm for 6G 3D Networking Inproceedings
In: 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (MELECON 2022), Palermo, Italy, 2022.
BibTeX
@inproceedings{Zhan2206:Evaluation, title = {Evaluation of an Intelligent Task Scheduling Algorithm for 6G 3D Networking}, author = {Jiajing {Zhang} and Huanzhuo {Wu} and Shiwei {Shen} and Riccardo {Bassoli} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2022}, date = {2022-06-14}, urldate = {2022-06-14}, booktitle = {2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (MELECON 2022)}, address = {Palermo, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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Wu, Huanzhuo; He, Jia; Tömösközi, Máté; Zhang, Jiajing; Fitzek, Frank H. P.
You Only Hear Once: Lightweight In-Network AI Design for Multi-Object Anomaly Detection Inproceedings
Links | BibTeX
@inproceedings{Wu2206:You, title = {You Only Hear Once: Lightweight In-Network AI Design for Multi-Object Anomaly Detection}, author = {Huanzhuo {Wu} and Jia {He} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Jiajing {Zhang} and Frank H. P. {Fitzek}}, doi = {10.1109/MELECON53508.2022.9842904}, year = {2022}, date = {2022-06-13}, urldate = {2022-06-13}, booktitle = {2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (MELECON 2022)}, address = {Palermo, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Zhang, Jiajing; Wu, Huanzhuo; Bassoli, Riccardo; Bonetto, Riccardo; Fitzek, Frank H. P.
Deep Learning-based Energy Optimization for Electric Vehicles Integrated Smart Micro Grid Inproceedings
In: 2022 IEEE International Conference on Communications (ICC): Green Communication Systems and Networks Symposium (IEEE ICC'22 - GCSN Symposium), Seoul, Korea (South), 2022.
Abstract | BibTeX
@inproceedings{Zhan2205:Deep, title = {Deep Learning-based Energy Optimization for Electric Vehicles Integrated Smart Micro Grid}, author = {Jiajing {Zhang} and Huanzhuo {Wu} and Riccardo {Bassoli} and Riccardo {Bonetto} and Frank H. P. {Fitzek}}, year = {2022}, date = {2022-05-01}, urldate = {2022-05-01}, booktitle = {2022 IEEE International Conference on Communications (ICC): Green Communication Systems and Networks Symposium (IEEE ICC'22 - GCSN Symposium)}, address = {Seoul, Korea (South)}, abstract = {\"{A}pplying renewable energy in smart micro grid (MG) is increasingly receiving attention to reducing greenhouse gas emissions. However, the mismatch between supply and demand hinders the realization of this process. With the widespread use of Electrical Vehicles (EVs) and the development of emerging Mobile Edge Clouds (MECs), intelligent energy optimization becomes a way to the addressee the challenge. Therefore, in this paper, we propose a novel two-stage approach based on Deep Learning (DL) to reduce overall energy cost for sharing EVs integrated MG by forecasting its state and optimizing EVs scheduling. Our simulation results show that the joint design of forecasting and optimization reduces the overall energy consumption and the payment to the external grid."}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Wagner, Jens; Morath, Helmuth; Zhang, Jiajing; Wieczorek, Florian; Lüneburg, Lisa-Marie; Fitzek, Frank H. P.; Nguyen, Giang T.
Tactile Electronics Meets Softwarised Networks Inproceedings
In: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2022), virtual, 2022.
@inproceedings{Wagn2201:Tactile, title = {Tactile Electronics Meets Softwarised Networks}, author = {Jens {Wagner} and Helmuth {Morath} and Jiajing {Zhang} and Florian {Wieczorek} and Lisa-Marie {L\"{u}neburg} and Frank H. P. {Fitzek} and Giang T. {Nguyen}}, year = {2022}, date = {2022-01-08}, urldate = {2022-01-01}, booktitle = {2022 IEEE 19th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2022)}, address = {virtual}, abstract = {Empowered by the shallow latency softwarised networks, the envisioned Tactile Internet with Human in the Loop (TaHiL) requires tactile electronics to infer human intention. Their integration, even though critical, lacks a detailed discussion in the literature. This paper highlights the critical roles of integrating tactile electronics and softwarised networks aiming at increasing adaption. We systematically address three components of such integration, namely the wireless frontend and medium access, data compression, and adaptation. Finally, we present eGlove, a prototypical wireless sensor testbed to capture the position of the hand and the motion of each finger, a significant step to future evaluation.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Wu, Huanzhuo; Tömösközi, Máté; Bassoli, Riccardo; Zhang, Jiajing; Fitzek, Frank H. P.
Experimental Proof of the Energy Advantage of In-Network Intelligence Inproceedings
In: International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Male, Maldives, 2022, (äccepted for publication").
@inproceedings{huanzhuo2022experimentenergy, title = {Experimental Proof of the Energy Advantage of In-Network Intelligence}, author = {Huanzhuo {Wu} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Riccardo {Bassoli} and Jiajing {Zhang} and Frank H. P. {Fitzek}}, year = {2022}, date = {2022-01-01}, urldate = {2022-01-01}, booktitle = {International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)}, address = {Male, Maldives}, note = {\"{a}ccepted for publication"}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Fitzek, Frank H. P.; Steinbach, Eckehard; Cabrera, Juan A.; Latzko, Vincent; Zhang, Jiajing; Lu, Yun; Sefunç, Merve; Scheunert, Christian; Schilling, René; Traßl, Andreas; Sanchez, Andrés Villamil M.; Franchi, Norman; Fettweis, Gerhard P.
Communications and control Book Chapter
In: Fitzek, Frank H. P.; Li, Shu-Chen; Speidel, Stefanie; Strufe, Thorsten; Simsek, Meryem; Reisslein, Martin (Ed.): Tactile Internet with Human-in-the-Loop, Chapter 11, pp. 255-281, Academic Press, 2021, (later on under: https://ceti.one/book).
@inbook{CeTIBook-2020-Chap11, title = {Communications and control}, author = {Frank H. P. {Fitzek} and Eckehard {Steinbach} and Juan A. {Cabrera} and Vincent {Latzko} and Jiajing {Zhang} and Yun {Lu} and Merve {Sefun\c{c}} and Christian {Scheunert} and Ren\'{e} {Schilling} and Andreas {Tra\ssl} and Andr\'{e}s Villamil M. {Sanchez} and Norman {Franchi} and Gerhard P. {Fettweis}}, editor = {Frank H. P. {Fitzek} and Shu-Chen {Li} and Stefanie {Speidel} and Thorsten {Strufe} and Meryem {Simsek} and Martin {Reisslein}}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, booktitle = {Tactile Internet with Human-in-the-Loop}, pages = {255-281}, publisher = {Academic Press}, chapter = {11}, note = {later on under: https://ceti.one/book}, keywords = {}, pubstate = {published}, tppubtype = {inbook} }
Cabrera, Juan A.; Fitzek, Frank H. P.; Hanisch, Simon; Itting, Sebastian A. W.; Zhang, Jiajing; Zimmermann, Sandra; Strufe, Thorsten; Simsek, Meryem; Fetzer, Christof W.
Intelligent networks Book Chapter
In: Fitzek, Frank H. P.; Li, Shu-Chen; Speidel, Stefanie; Strufe, Thorsten; Simsek, Meryem; Reisslein, Martin (Ed.): Tactile Internet with Human-in-the-Loop, Chapter 6, pp. 135-154, Academic Press, 2021, (later on under: https://ceti.one/book).
@inbook{CeTIBook-2020-Chap06, title = {Intelligent networks}, author = {Juan A. {Cabrera} and Frank H. P. {Fitzek} and Simon {Hanisch} and Sebastian A. W. {Itting} and Jiajing {Zhang} and Sandra {Zimmermann} and Thorsten {Strufe} and Meryem {Simsek} and Christof W. {Fetzer}}, editor = {Frank H. P. {Fitzek} and Shu-Chen {Li} and Stefanie {Speidel} and Thorsten {Strufe} and Meryem {Simsek} and Martin {Reisslein}}, year = {2021}, date = {2021-01-01}, urldate = {2021-01-01}, booktitle = {Tactile Internet with Human-in-the-Loop}, pages = {135-154}, publisher = {Academic Press}, chapter = {6}, note = {later on under: https://ceti.one/book}, keywords = {}, pubstate = {published}, tppubtype = {inbook} }
Wu, Huanzhuo; Shen, Yunbin; Zhang, Jiajing; Salah, Hani; Tsokalo, Ievgenii A.; Fitzek, Frank H. P.
Adaptive Extraction-Based Independent Component Analysis for Time-Sensitive Applications Inproceedings
In: 2020 IEEE Global Communications Conference: Selected Areas in Communications: Internet of Things and Smart Connected Communities (Globecom2020 SAC IoTSCC), 2020.
@inproceedings{Wu2020b, title = {Adaptive Extraction-Based Independent Component Analysis for Time-Sensitive Applications}, author = {Huanzhuo {Wu} and Yunbin {Shen} and Jiajing {Zhang} and Hani {Salah} and Ievgenii A. {Tsokalo} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-12-07}, booktitle = {2020 IEEE Global Communications Conference: Selected Areas in Communications: Internet of Things and Smart Connected Communities (Globecom2020 SAC IoTSCC)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Wu, Huanzhuo; Shen, Yunbin; Zhang, Jiajing; Tsokalo, Ievgenii A.; Salah, Hani; Fitzek, Frank H. P.
Component-Dependent Independent Component Analysis for Time-Sensitive Applications Inproceedings
In: 2020 IEEE International Conference on Communications (ICC), IEEE Dublin, Ireland, 2020.
@inproceedings{Wu2020, title = {Component-Dependent Independent Component Analysis for Time-Sensitive Applications}, author = {Huanzhuo {Wu} and Yunbin {Shen} and Jiajing {Zhang} and Ievgenii A. {Tsokalo} and Hani {Salah} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-06-06}, booktitle = {2020 IEEE International Conference on Communications (ICC)}, address = {Dublin, Ireland}, organization = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Granelli, Fabrizio; Costa, Cristina; Zhang, Jiajing; Bassoli, Riccardo; Fitzek, Frank H. P.
Design of an On-Demand Agile 5G Multi-Access Edge Computing Platform Using Aerial Vehicles Journal Article
In: IEEE Communications Standards Magazine, vol. 4, no. 4, pp. 34-41, 2020.
@article{9316545, title = {Design of an On-Demand Agile 5G Multi-Access Edge Computing Platform Using Aerial Vehicles}, author = {Fabrizio {Granelli} and Cristina {Costa} and Jiajing {Zhang} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, doi = {10.1109/MCOMSTD.001.2000016}, year = {2020}, date = {2020-01-01}, journal = {IEEE Communications Standards Magazine}, volume = {4}, number = {4}, pages = {34-41}, keywords = {}, pubstate = {published}, tppubtype = {article} }