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Kyeong Jin (K.J.) Kim

Kyeong Jin (K.J.) Kim
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  • Biography

    Kyeong Jin's research interests include transceiver design, performance analysis of spectrum sharing systems, and design of cooperative communication systems. Since joining MERL, he has contributed in areas such as reliable communications, cooperative distributed communications, physical layer security, and GPS-aided signal processing for power grid systems. He was an Associate Editor of IEEE Communications Letters. Now he is an editor for IEEE Transactions on Communications. He also serves as a leading guest editor of the IEEE Journal on Selected Areas in Communications (JSAC): Special Issue on Spatial Modulation for Emerging Wireless Systems.

  • Recent News & Events

    •  NEWS   MERL published four papers in 2020 IEEE Global Communications Conference
      Date: December 7, 2020 - December 11, 2020
      Where: Taipei, Taiwan
      MERL Contacts: Kyeong Jin (K.J.) Kim; Toshiaki Koike-Akino; Philip Orlik; Pu (Perry) Wang; Ye Wang
      Research Areas: Communications, Computational Sensing, Machine Learning, Signal Processing
      Brief
      • MERL researchers have published four papers in 2020 IEEE Global Communications Conference (GlobeComm). This conference is one of the two IEEE Communications Societies flagship conferences dedicated to Communications for Human and Machine Intelligence. Topics of the published papers include, transmit diversity schemes, coding for molecular networks, and location and human activity sensing via WiFi signals.
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    •  NEWS   MERL Scientists Presenting 5 Papers at IEEE International Conference on Communications (ICC) 2020
      Date: June 7, 2020 - June 11, 2020
      Where: Dublin, Ireland
      MERL Contacts: Kyeong Jin (K.J.) Kim; Toshiaki Koike-Akino; Ye Wang
      Research Areas: Communications, Machine Learning, Signal Processing, Digital Video
      Brief
      • Due to COVID-19, MERL Network Intelligence Team scientists remotely presented 5 papers at the IEEE International Conference on Communications (ICC) 2020, that was scheduled to be held in Dublin Ireland from June 7-11, 2020. Topics presented include recent advances in deep learning methods for communications and new access systems. Presentation videos are also found on our YouTube channel. Our developed technologies can facilitate a great advancement in broadband virtual conferencing which is required in post-COVID-19 society.

        IEEE ICC is one of the IEEE Communications Society’s two flagship conferences dedicated to driving innovation in nearly every aspect of communications. Each year, more than 2,900 scientific researchers submit proposals for program sessions to be held at the annual conference. The high-quality proposals are selected for the conference program, which includes technical papers, tutorials, workshops and industry sessions designed specifically to advance technologies, systems and infrastructure that are continuing to reshape the world and provide all users with access to an unprecedented spectrum of high-speed, seamless and cost-effective global telecommunications services.
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  • Awards

    •  AWARD   Best conference paper of IEEE PES-GM 2020
      Date: June 18, 2020
      Awarded to: Tong Huang, Hongbo Sun, K.J. Kim, Daniel Nikovski, Le Xie
      MERL Contacts: Kyeong Jin (K.J.) Kim; Daniel Nikovski; Hongbo Sun
      Research Areas: Data Analytics, Electric Systems, Optimization
      Brief
      • A paper on A Holistic Framework for Parameter Coordination of Interconnected Microgrids Against Natural Disasters, written by Tong Huang, a former MERL intern from Texas A&M University, has been selected as one of the Best Conference Papers at the 2020 Power and Energy Society General Meeting (PES-GM). IEEE PES-GM is the flagship conference for the IEEE Power and Energy Society. The work was done in collaboration with Hongbo Sun, K. J. Kim, and Daniel Nikovski from MERL, and Tong's advisor, Prof. Le Xie from Texas A&M University.
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    •  AWARD   MERL Researchers Won IEEE ICC Best Paper Award
      Date: May 22, 2019
      Awarded to: Siriramya Bhamidipati, Kyeong Jin Kim, Hongbo Sun, Philip Orlik
      MERL Contacts: Kyeong Jin (K.J.) Kim; Hongbo Sun
      Research Areas: Artificial Intelligence, Communications, Machine Learning, Signal Processing, Information Security
      Brief
      • MERL researchers, Kyeong Jin Kim, Hongbo Sun, Philip Orlik, along with lead author and former MERL intern Siriramya Bhamidipati were awarded the Smart Grid Symposium Best Paper Award at this year's International Conference on Communications (ICC) held in Shanghai, China. There paper titled "GPS Spoofing Detection and Mitigation in PMUs Using Distributed Multiple Directional Antennas," described a technique to rapidly detect and mitigate GPS timing attacks/errors via hardware (antennas) and signal processing (Kalman Filtering).
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  • Internships with K.J.

    • SP1307: Vehicular traffic environment sensing

      MERL is seeking a highly motivated, qualified intern to join a three month internship program. The ideal candidate will be expected to carry out research on environmental sensing in high frequency bands. The candidate is expected to develop innovative sensing technologies. Candidates should have strong knowledge about neural network and learning techniques, such as machine learning, deep learning, shallow learning, and distributed learning. In addition, understanding of spectrum sensing and wireless communications technologies is necessary. Proficient programming skills with Python, MATLAB, and C++, and strong mathematical analysis will be additional assets to this position. Candidates in their junior or senior years of a Ph.D. program are encouraged to apply.

    • SP1475: Advanced Signal Processing for Metasurface

      MERL is seeking a highly motivated, qualified intern to join an internship program. The ideal candidate will be expected to carry out research on Advanced Signal Processing for Metasurface. The candidate is expected to develop innovative signal processing for metasurface aided various applications. Candidates should have strong knowledge about electromagnetic field analysis for metasurface, passive beamforming, interference mitigation, and channel estimation. Proficient programming skills with Python, MATLAB, and C++, and strong mathematical analysis will be additional assets to this position. Candidates in their junior or senior years of a Ph.D. program are encouraged to apply. The expected duration of the internship is 3-6 months, with a flexible start date in 2020. This internship is preferred to be onsite at MERL, but may be done remotely where you live if the COVID pandemic makes it necessary.

    • SP1517: AI-based spectrum management for 5G wireless networks and beyond

      MERL is seeking a highly motivated, qualified intern to join a thirteen weeks internship program. The ideal candidate will be expected to carry out research on emerging 5G wireless networks and beyond for industrial applications. The candidate is expected to develop innovative spectrum-based traffic recognition and optimal scheduling for local spectrum access. Candidates should have strong knowledge about 5G networks, spectrum management, cognitive radio, and neural network. Proficient programming skills with MATLAB, C++, Python (Pytorch), experience with ns-3 simulator, and strong mathematical analysis will be additional assets to this position. Candidates in their junior or senior years of a Ph.D. program are encouraged to apply. This internship is preferred to be onsite at MERL, but may be done remotely where you live if the COVID pandemic makes it necessary.

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  • MERL Publications

    •  Liu, B., Guo, J., Koike-Akino, T., Wang, Y., Kim, K.J., Parsons, K., Orlik, P.V., Hashimoto, S., Yuan, J., "Anomaly Detection and Diagnosis Using Pre-Processing and Time-Delay Autoencoder", IEEE International conference on emerging technologies and factory automation, September 2021.
      BibTeX TR2021-107 PDF
      • @inproceedings{Liu2021sep,
      • author = {Liu, Bryan and Guo, Jianlin and Koike-Akino, Toshiaki and Wang, Ye and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and Hashimoto, Shigeru and Yuan, Jinhong},
      • title = {Anomaly Detection and Diagnosis Using Pre-Processing and Time-Delay Autoencoder},
      • booktitle = {IEEE International conference on emerging technologies and factory automation},
      • year = 2021,
      • month = sep,
      • url = {https://www.merl.com/publications/TR2021-107}
      • }
    •  Greiff, M., Berntorp, K., Di Cairano, S., Kim, K.J., "Mixed-Integer Linear Regression Kalman Filters for GNSS Positioning", IEEE Conference on Control Technology and Applications (CCTA), August 2021.
      BibTeX TR2021-090 PDF
      • @inproceedings{Greiff2021aug,
      • author = {Greiff, Marcus and Berntorp, Karl and Di Cairano, Stefano and Kim, Kyeong Jin},
      • title = {Mixed-Integer Linear Regression Kalman Filters for GNSS Positioning},
      • booktitle = {IEEE Conference on Control Technology and Applications (CCTA)},
      • year = 2021,
      • month = aug,
      • url = {https://www.merl.com/publications/TR2021-090}
      • }
    •  Wang, S., Sun, H., Kim, K.J., Guo, J., Nikovski, D.N., "Solving Bernoulli Bandit Problems for Weather-relative Overhead Distribution Line Failures Forecasting", IEEE PES GM, July 2021.
      BibTeX TR2021-087 PDF
      • @inproceedings{Wang2021jul2,
      • author = {Wang, Shengyi and Sun, Hongbo and Kim, Kyeong Jin and Guo, Jianlin and Nikovski, Daniel N.},
      • title = {Solving Bernoulli Bandit Problems for Weather-relative Overhead Distribution Line Failures Forecasting},
      • booktitle = {IEEE PES GM},
      • year = 2021,
      • month = jul,
      • url = {https://www.merl.com/publications/TR2021-087}
      • }
    •  Zeng, T., Guo, J., Kim, K.J., Parsons, K., Orlik, P.V., Di Cairano, S., Saad, W., "Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning", IEEE Intelligent Vehicles Symposium, July 2021.
      BibTeX TR2021-083 PDF
      • @inproceedings{Zeng2021jul,
      • author = {Zeng, Tengchan and Guo, Jianlin and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and Di Cairano, Stefano and Saad, Walid},
      • title = {Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning},
      • booktitle = {IEEE Intelligent Vehicles Symposium},
      • year = 2021,
      • month = jul,
      • url = {https://www.merl.com/publications/TR2021-083}
      • }
    •  Kim, K.J., Guo, J., Orlik, P.V., Nagai, Y., Poor, H.V., "A Cluster-Based Transmit Diversity Scheme for Asynchronous Joint Transmissions in Private Networks", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC42927.2021.9500522, June 2021, pp. 1-6.
      BibTeX TR2021-075 PDF
      • @inproceedings{Kim2021jun,
      • author = {Kim, Kyeong Jin and Guo, Jianlin and Orlik, Philip V. and Nagai, Yukimasa and Poor, H. Vincent},
      • title = {A Cluster-Based Transmit Diversity Scheme for Asynchronous Joint Transmissions in Private Networks},
      • booktitle = {IEEE International Conference on Communications (ICC)},
      • year = 2021,
      • pages = {1--6},
      • month = jun,
      • publisher = {IEEE},
      • doi = {10.1109/ICC42927.2021.9500522},
      • url = {https://www.merl.com/publications/TR2021-075}
      • }
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  • MERL Issued Patents

    • Title: "Position Estimation Under Multipath Transmission"
      Inventors: Kim, Kyeong-Jin; Orlik, Philip V.; Hori, Chiori
      Patent No.: 11,079,495
      Issue Date: Aug 3, 2021
    • Title: "Positioning System for Global Navigational Satellite System"
      Inventors: Kim, Kyeong-Jin; Xu, Dongyang; Orlik, Philip V.
      Patent No.: 10,884,133
      Issue Date: Jan 5, 2021
    • Title: "System and Method for Adaptive Beamforming Communication"
      Inventors: Kim, Kyeong-Jin; Orlik, Philip V.
      Patent No.: 10,355,762
      Issue Date: Jul 16, 2019
    • Title: "Digital Beamforming Transmitter Array System with Hardware Sharing and Reduction"
      Inventors: Wang, Bingnan; Peng, Zhengyu; Kim, Kyeong-Jin; Wang, Pu; Ma, Rui; Teo, Koon Hoo
      Patent No.: 10,270,510
      Issue Date: Apr 23, 2019
    • Title: "Scheduling of Delay Sensitive Convergecast Network"
      Inventors: Kim, Kyeong-Jin; Burghal, Daoud; Guo, Jianlin; Orlik, Philip V.
      Patent No.: 10,244,551
      Issue Date: Mar 26, 2019
    • Title: "Method and Systems for Radio Transmission with Distributed Cyclic Delay Diversity"
      Inventors: Kim, Kyeong-Jin; Orlik, Philip V.
      Patent No.: 10,237,055
      Issue Date: Mar 19, 2019
    • Title: "Beamforming Transmission with Analog Hardware Resource Sharing"
      Inventors: Kim, Kyeong-Jin; Peng, Zhengyu; Wang, Bingnan; Teo, Koon Hoo
      Patent No.: 10,218,550
      Issue Date: Feb 26, 2019
    • Title: "Method and Systems using Quasi-Synchronous Distributed CDD Systems"
      Inventors: Kim, Kyeong-Jin; Orlik, Philip V.
      Patent No.: 10,063,306
      Issue Date: Aug 28, 2018
    • Title: "System and Method for Spatial Beamforming Modulation"
      Inventors: Kim, Kyeong-Jin; Ding, Yacong; Koike-Akino, Toshiaki; Pajovic, Milutin; Orlik, Philip V.
      Patent No.: 9,948,377
      Issue Date: Apr 17, 2018
    • Title: "System and Method for Wireless Communications over Fading Channels"
      Inventors: Koike-Akino, Toshiaki; Orlik, Philip V.; Kim, Kyeong-Jin
      Patent No.: 9,716,536
      Issue Date: Jul 25, 2017
    • Title: "Assignment of Backhaul Resources in Cooperative Wireless Networks"
      Inventors: Orlik, Philip V.; Khan, Talha; Kim, Kyeong-Jin
      Patent No.: 9,681,459
      Issue Date: Jun 13, 2017
    • Title: "System and Method for Reducing Interference between Multiple Terminals"
      Inventors: Kim, Kyeong-Jin; Orlik, Philip V.
      Patent No.: 9,661,598
      Issue Date: May 23, 2017
    • Title: "System and Method for mmWave Channel Estimation"
      Inventors: Pajovic, Milutin; Suryaprakash, Raj Tejas; Orlik, Philip V.; Kim, Kyeong-Jin
      Patent No.: 9,641,357
      Issue Date: May 2, 2017
    • Title: "System and Method for Decoding Block of Data Received Over Communication Channel"
      Inventors: Kim, Kyeong-Jin; Orlik, Philip V.; Koike-Akino, Toshiaki
      Patent No.: 9,525,514
      Issue Date: Dec 20, 2016
    • Title: "Tracking of Occluded Navigation Satellite Signals"
      Inventors: Kim, Kyeong-Jin; Osechas, Okuary; Kniazev, Andrei; Parsons, Kieran; Sahinoglu, Zafer
      Patent No.: 9,476,990
      Issue Date: Oct 25, 2016
    • Title: "System and Method for Communicating Data Symbols via Wireless Doubly-Selective Channels"
      Inventors: Koike-Akino, Toshiaki; Orlik, Philip V.; Kim, Kyeong-Jin
      Patent No.: 9,264,118
      Issue Date: Feb 16, 2016
    • Title: "Detecting Narrow Band Interference in Wireless Networks using Spectral Analysis"
      Inventors: Orlik, Philip V.; Weng, Zhiyuan; Kim, Kyeong-Jin
      Patent No.: 9,191,047
      Issue Date: Nov 17, 2015
    • Title: "Method and Apparatus for Detecting Symbols Received Wirelessly using Probabilistic Data Association with Uncertainty"
      Inventors: Orlik, Philip V.; Kim, Kyeong-Jin; Pajovic, Milutin; Koike-Akino, Toshiaki
      Patent No.: 9,184,876
      Issue Date: Nov 10, 2015
    • Title: "Method and System for Communicating Data Wirelessly Using Probabilistic Data Association"
      Inventors: Orlik, Philip V.; Yellepeddi, Atulya; Kim, Kyeong-Jin; Duan, Chunjie
      Patent No.: 8,908,806
      Issue Date: Dec 9, 2014
    • Title: "Method for Detecting, Classifying, and Reducing Interference in Wireless Networks"
      Inventors: Kim, Kyeong-Jin; Orlik, Philip V.; Bhatti, Ghulam M.
      Patent No.: 8,891,700
      Issue Date: Nov 18, 2014
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