Publications

91 / 3,592 publications found.


  •  Nuti, P., Kim, K.J., Wang, P., Koike-Akino, T., Parsons, K., "RIS-Assisted Joint Preamble Detection and Localization", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), DOI: 10.1109/​CAMSAP58249.2023.10403493, December 2023.
    BibTeX TR2023-142 PDF
    • @inproceedings{Nuti2023dec,
    • author = {Nuti, Pooja and Kim, Kyeong Jin and Wang, Pu and Koike-Akino, Toshiaki and Parsons, Kieran},
    • title = {RIS-Assisted Joint Preamble Detection and Localization},
    • booktitle = {IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
    • year = 2023,
    • month = dec,
    • doi = {10.1109/CAMSAP58249.2023.10403493},
    • isbn = {979-8-3503-4453-0},
    • url = {https://www.merl.com/publications/TR2023-142}
    • }
  •  Greiff, M., Di Cairano, S., Kim, K.J., Berntorp, K., "A System-Level Cooperative Multi-Agent GNSS Positioning Solution", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2023.3307339, Vol. 32, No. 1, pp. 158-173, October 2023.
    BibTeX TR2023-135 PDF
    • @article{Greiff2023oct,
    • author = {Greiff, Marcus and Di Cairano, Stefano and Kim, Kyeong Jin and Berntorp, Karl},
    • title = {A System-Level Cooperative Multi-Agent GNSS Positioning Solution},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2023,
    • volume = 32,
    • number = 1,
    • pages = {158--173},
    • month = oct,
    • doi = {10.1109/TCST.2023.3307339},
    • url = {https://www.merl.com/publications/TR2023-135}
    • }
  •  Khan, I., Sun, H., Kim, K.J., Guo, J., Nikovski, D.N., "Combined Detection and Localization Model for High Impedance Fault under Noisy Condition", IEEE PES General Meeting, DOI: 10.1109/​PESGM52003.2023.10252992., July 2023, pp. 1-5.
    BibTeX TR2023-093 PDF
    • @inproceedings{Khan2023jul,
    • author = {Khan, Imtiaj and Sun, Hongbo and Kim, Kyeong Jin and Guo, Jianlin and Nikovski, Daniel N.},
    • title = {Combined Detection and Localization Model for High Impedance Fault under Noisy Condition},
    • booktitle = {2023 IEEE Power & Energy Society General Meeting (PESGM)},
    • year = 2023,
    • pages = {1--5},
    • month = jul,
    • doi = {10.1109/PESGM52003.2023.10252992.},
    • url = {https://www.merl.com/publications/TR2023-093}
    • }
  •  Wang, X., Kim, K.J., Wang, Y., Koike-Akino, T., Parsons, K., "DeepEAD: Explainable Anomaly Detection from System Logs", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC45041.2023.10279563, May 2023.
    BibTeX TR2023-050 PDF
    • @inproceedings{Wang2023may,
    • author = {Wang, Xinda and Kim, Kyeong Jin and Wang, Ye and Koike-Akino, Toshiaki and Parsons, Kieran},
    • title = {DeepEAD: Explainable Anomaly Detection from System Logs},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2023,
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICC45041.2023.10279563},
    • issn = {1938-1883},
    • isbn = {978-1-5386-7462-8},
    • url = {https://www.merl.com/publications/TR2023-050}
    • }
  •  Kim, K.J., Vinod, A.P., Guo, J., Deshpande, V.M., Parsons, K., "Spectrum Sharing-inspired Safe Motion Planning", IEEE International Conference on Communications Workshops (ICC), May 2023.
    BibTeX TR2023-049 PDF
    • @inproceedings{Kim2023may2,
    • author = {Kim, Kyeong Jin and Vinod, Abraham P. and Guo, Jianlin and Deshpande, Vedang M. and Parsons, Kieran},
    • title = {Spectrum Sharing-inspired Safe Motion Planning},
    • booktitle = {IEEE International Conference on Communications Workshops (ICC)},
    • year = 2023,
    • month = may,
    • url = {https://www.merl.com/publications/TR2023-049}
    • }
  •  Kim, K.J., Liu, H., Wen, M., Tsiftsis, T.A., Orlik, P.V., Poor, H.V., "QR Decomposition-based Cyclic Prefixed Single-Carrier Transmissions for Cooperative Communications: Concepts and Research Landscape", IEEE Communications Surveys and Tutorials, DOI: 10.1109/​COMST.2022.3194997, Vol. 25, No. 1, pp. 133-155, December 2022.
    BibTeX TR2022-167 PDF
    • @article{Kim2022dec,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Wen, Maiwen and Tsiftsis, Theodoros A. and Orlik, Philip V. and Poor, H. Vincent},
    • title = {QR Decomposition-based Cyclic Prefixed Single-Carrier Transmissions for Cooperative Communications: Concepts and Research Landscape},
    • journal = {IEEE Communications Surveys and Tutorials},
    • year = 2022,
    • volume = 25,
    • number = 1,
    • pages = {133--155},
    • month = dec,
    • doi = {10.1109/COMST.2022.3194997},
    • url = {https://www.merl.com/publications/TR2022-167}
    • }
  •  Zawislak, R., Greiff, M., Kim, K.J., Berntorp, K., Di Cairano, S., Mao, K., Parsons, K., Orlik, P.V., Sato, Y., "GNSS Multipath Detection Aided by Unsupervised Domain Adaptation", ION-GNSS+ Conference, DOI: 10.33012/​2022.18333, September 2022, pp. 2127-2137.
    BibTeX TR2022-118 PDF
    • @inproceedings{Zawislak2022sep,
    • author = {Zawislak, Remy and Greiff, Marcus and Kim, Kyeong Jin and Berntorp, Karl and Di Cairano, Stefano and Mao, Konishi and Parsons, Kieran and Orlik, Philip V. and Sato, Yuki},
    • title = {GNSS Multipath Detection Aided by Unsupervised Domain Adaptation},
    • booktitle = {ION-GNSS+ Conference},
    • year = 2022,
    • pages = {2127--2137},
    • month = sep,
    • publisher = {Institute of Navigation},
    • doi = {10.33012/2022.18333},
    • url = {https://www.merl.com/publications/TR2022-118}
    • }
  •  Liu, Bryan, Koike-Akino, Toshiaki, Wang, Ye, Kim, Kyeong Jin, Brand, Matthew, Aeron, Shuchin, Parsons, Kieran, "Data Privacy and Protection on Deep Leakage from Gradients by Layer-Wise Pruning", Tech. Rep. TR2022-081, Mitsubishi Electric Research Laboratories, Cambridge, MA, August 2022.
    BibTeX TR2022-081 PDF
    • @techreport{MERL_TR2022-081,
    • author = {Liu, Bryan; Koike-Akino, Toshiaki; Wang, Ye; Kim, Kyeong Jin; Brand, Matthew; Aeron, Shuchin; Parsons, Kieran},
    • title = {Data Privacy and Protection on Deep Leakage from Gradients by Layer-Wise Pruning},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2022-081},
    • month = aug,
    • year = 2022,
    • url = {https://www.merl.com/publications/TR2022-081/}
    • }
  •  Shirsat, A., Sun, H., Kim, K.J., Guo, J., Nikovski, D.N., "ConvEDNet: A Convolutional Energy Disaggregation Network Using Continuous Point-On-Wave Measurements", IEEE PES General Meeting, DOI: 10.1109/​PESGM48719.2022.9916802, July 2022.
    BibTeX TR2022-101 PDF
    • @inproceedings{Shirsat2022jul,
    • author = {Shirsat, Ashwin and Sun, Hongbo and Kim, Kyeong Jin and Guo, Jianlin and Nikovski, Daniel N.},
    • title = {ConvEDNet: A Convolutional Energy Disaggregation Network Using Continuous Point-On-Wave Measurements},
    • booktitle = {2022 IEEE Power \& Energy Society General Meeting (PESGM)},
    • year = 2022,
    • month = jul,
    • doi = {10.1109/PESGM48719.2022.9916802},
    • url = {https://www.merl.com/publications/TR2022-101}
    • }
  •  Liu, B., Koike-Akino, T., Wang, Y., Kim, K.J., Brand, M., Aeron, S., Parsons, K., "Data Privacy and Protection on Deep Leakage from Gradients by Layer-Wise Pruning", IEEE Information Theory and Applications Workshop (ITA), June 2022.
    BibTeX TR2022-080 PDF Presentation
    • @inproceedings{Liu2022jun,
    • author = {Liu, Bryan and Koike-Akino, Toshiaki and Wang, Ye and Kim, Kyeong Jin and Brand, Matthew and Aeron, Shuchin and Parsons, Kieran},
    • title = {Data Privacy and Protection on Deep Leakage from Gradients by Layer-Wise Pruning},
    • booktitle = {IEEE Information Theory and Applications Workshop (ITA)},
    • year = 2022,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2022-080}
    • }
  •  Pervej, M.F., Guo, J., Kim, K.J., Parsons, K., Orlik, P.V., Di Cairano, S., Menner, M., Berntorp, K., Nagai, Y., Dai, H., "Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles", IEEE Intelligent Vehicles Symposium (IV), June 2022.
    BibTeX TR2022-079 PDF
    • @inproceedings{Pervej2022jun,
    • author = {Pervej, Md Ferdous and Guo, Jianlin and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and Di Cairano, Stefano and Menner, Marcel and Berntorp, Karl and Nagai, Yukimasa and Dai, Huaiyu},
    • title = {Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles},
    • booktitle = {IEEE Intelligent Vehicles Symposium (IV)},
    • year = 2022,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2022-079}
    • }
  •  Song, H., Kim, K.J., Guo, J., Orlik, P.V., Parsons, K., "Semi-Persistent Scheduling Scheme for Low-Latency and High-Reliability Transmissions in Private 5G Networks", IEEE International Conference on Communications Workshops (ICC), May 2022, pp. 651-656.
    BibTeX TR2022-050 PDF
    • @inproceedings{song2022may,
    • author = {Song, Hao and Kim, Kyeong Jin and Guo, Jianlin and Orlik, Philip V. and Parsons, Kieran},
    • title = {Semi-Persistent Scheduling Scheme for Low-Latency and High-Reliability Transmissions in Private 5G Networks},
    • booktitle = {IEEE International Conference on Communications Workshops (ICC)},
    • year = 2022,
    • pages = {651--656},
    • month = may,
    • publisher = {IEEE},
    • url = {https://www.merl.com/publications/TR2022-050}
    • }
  •  Wen, M., Li, Q., Kim, K.J., L\'opez-P\'erez, D., Dobre, O.A., Poor, H.V., Popovski, P., Tsiftsis, T.A., "Private 5G Networks: Concepts, Architectures, and Research Landscape", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/​JSTSP.2021.3137669, Vol. 16, No. 1, pp. 7-25, March 2022.
    BibTeX TR2022-036 PDF
    • @article{Wen2022mar,
    • author = {Wen, Miaowen and Li, Qiang and Kim, Kyeong Jin and L\'opez-P\'erez, David and Dobre, Octavia A. and Poor, H. Vincent and Popovski, Petar and Tsiftsis, Theodoros A.},
    • title = {Private 5G Networks: Concepts, Architectures, and Research Landscape},
    • journal = {IEEE Journal of Selected Topics in Signal Processing},
    • year = 2022,
    • volume = 16,
    • number = 1,
    • pages = {7--25},
    • month = mar,
    • doi = {10.1109/JSTSP.2021.3137669},
    • url = {https://www.merl.com/publications/TR2022-036}
    • }
  •  Kim, K.J., Yeoh, P.L., Liu, H., Guo, J., Orlik, P.V., Nagai, Y., Poor, H.V., "A Multi-Cluster-based Distributed CDD Scheme for Asynchronous Joint Transmissions in Local and Private Wireless Networks", IEEE Transactions on Wireless Communications, February 2022.
    BibTeX TR2022-027 PDF
    • @article{Kim2022feb,
    • author = {Kim, Kyeong Jin and Yeoh, Phee Lep and Liu, Hongwu and Guo, Jianlin and Orlik, Philip V. and Nagai, Yukimasa and Poor, H. Vincent},
    • title = {A Multi-Cluster-based Distributed CDD Scheme for Asynchronous Joint Transmissions in Local and Private Wireless Networks},
    • journal = {IEEE Transactions on Wireless Communications},
    • year = 2022,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2022-027}
    • }
  •  Zhu, X., Yuan, L., Kim, K.J., Li, Q., Zhang, J., "Reconfigurable Intelligent Surface-Assisted Spatial Scattering Modulation", IEEE Communications Letters, January 2022.
    BibTeX TR2022-008 PDF
    • @article{Zhu2022jan,
    • author = {Zhu, Xusheng and Yuan, Lei and Kim, Kyeong Jin and Li, Qingqing and Zhang, Jiliang},
    • title = {Reconfigurable Intelligent Surface-Assisted Spatial Scattering Modulation},
    • journal = {IEEE Communications Letters},
    • year = 2022,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2022-008}
    • }
  •  Jurdi, R., Guo, J., Kim, K.J., Orlik, P.V., Nagai, Y., "Queueing Delay Analysis of Mixed Traffic in Time Sensitive Networks", International Conference on Intelligent Manufacturing and Automation Engineering (ICIMA), October 2021.
    BibTeX TR2021-122 PDF
    • @inproceedings{Jurdi2021oct,
    • author = {Jurdi, Rebal and Guo, Jianlin and Kim, Kyeong Jin and Orlik, Philip V. and Nagai, Yukimasa},
    • title = {Queueing Delay Analysis of Mixed Traffic in Time Sensitive Networks},
    • booktitle = {International Conference on Intelligent Manufacturing and Automation Engineering (ICIMA)},
    • year = 2021,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2021-122}
    • }
  •  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), DOI: 10.1109/​CCTA48906.2021.9659142, 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,
    • doi = {10.1109/CCTA48906.2021.9659142},
    • 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, DOI: 10.1109/​PESGM46819.2021.9638153, 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,
    • doi = {10.1109/PESGM46819.2021.9638153},
    • 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 Video
    • @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}
    • }
  •  Wen, M., Lin, S., Kim, K.J., Li, F., "Cyclic Delay Diversity with Index Modulation for Green Internet of Things", IEEE Transactions on Green Communications and Networking, DOI: 10.1109/​TGCN.2021.3067705, Vol. 5, No. 2, pp. 600-610, March 2021.
    BibTeX TR2021-077 PDF
    • @article{Wen2021mar,
    • author = {Wen, Maiwen and Lin, Shaoe and Kim, Kyeong Jin and Li, Fei},
    • title = {Cyclic Delay Diversity with Index Modulation for Green Internet of Things},
    • journal = {IEEE Transactions on Green Communications and Networking},
    • year = 2021,
    • volume = 5,
    • number = 2,
    • pages = {600--610},
    • month = mar,
    • doi = {10.1109/TGCN.2021.3067705},
    • url = {https://www.merl.com/publications/TR2021-077}
    • }
  •  Kim, K.J., Liu, H., Lei, H., Ding, Z., Orlik, P.V., Poor, H.V., "A dCDD-Based Transmit Diversity Scheme for Downlink Pseudo-NOMA Systems", IEEE Transactions on Wireless Communications, DOI: 10.1109/​TWC.2020.3031809, Vol. 20, No. 2, pp. 1217-1232, December 2020.
    BibTeX TR2020-176 PDF
    • @article{Kim2020dec2,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Lei, Hongjiang and Ding, Zhiguo and Orlik, Philip V. and Poor, H. Vincent},
    • title = {A dCDD-Based Transmit Diversity Scheme for Downlink Pseudo-NOMA Systems},
    • journal = {IEEE Transactions on Wireless Communications},
    • year = 2020,
    • volume = 20,
    • number = 2,
    • pages = {1217--1232},
    • month = dec,
    • doi = {10.1109/TWC.2020.3031809},
    • url = {https://www.merl.com/publications/TR2020-176}
    • }
  •  Kim, K.J., Liu, H., Yeoh, P.L., Orlik, P.V., Poor, H.V., "Backhaul Reliability Analysis on Cluster-Based Transmit Diversity Schemes in Private Networks", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOBECOM42002.2020.9322178, December 2020.
    BibTeX TR2020-170 PDF
    • @inproceedings{Kim2020dec,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Yeoh, Phee Lep and Orlik, Philip V. and Poor, H. Vincent},
    • title = {Backhaul Reliability Analysis on Cluster-Based Transmit Diversity Schemes in Private Networks},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2020,
    • month = dec,
    • doi = {10.1109/GLOBECOM42002.2020.9322178},
    • url = {https://www.merl.com/publications/TR2020-170}
    • }
  •  Kim, K.J., Liu, H., Ding, Z., Orlik, P.V., Poor, H.V., "Diversity Gain Analysis of Distributed CDD Systems in Non-identical Fading Channels", IEEE Transactions on Communications, DOI: 10.1109/​TCOMM.2020.3010995, Vol. 68, No. 11, pp. 7218-7231, July 2020.
    BibTeX TR2021-024 PDF
    • @article{Kim2020jul,
    • author = {Kim, Kyeong Jin and Liu, Hongwu and Ding, Zhiguo and Orlik, Philip V. and Poor, H. Vincent},
    • title = {Diversity Gain Analysis of Distributed CDD Systems in Non-identical Fading Channels},
    • journal = {IEEE Transactions on Communications},
    • year = 2020,
    • volume = 68,
    • number = 11,
    • pages = {7218--7231},
    • month = jul,
    • doi = {10.1109/TCOMM.2020.3010995},
    • url = {https://www.merl.com/publications/TR2021-024}
    • }