Publications

43 / 2,906 publications found.


  •  Jespersen, M.H., Pajovic, M., Koike-Akino, T., Wang, Y., Popovski, P., Orlik, P.V., "Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access Channel", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9013510, December 2019.
    BibTeX TR2019-140 PDF
    • @inproceedings{Jespersen2019dec,
    • author = {Jespersen, Mads Helge and Pajovic, Milutin and Koike-Akino, Toshiaki and Wang, Ye and Popovski, Petar and Orlik, Philip V.},
    • title = {Deep Learning for Synchronization and Channel Estimation in NB-IoT Random Access Channel},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/GLOBECOM38437.2019.9013510},
    • issn = {2576-6813},
    • isbn = {978-1-7281-0962-6},
    • url = {https://www.merl.com/publications/TR2019-140}
    • }
  •  Liu, B., Wei, Z., Yuan, J., Pajovic, M., "Deep Learning Assisted User Identification in Massive Machine-Type Communications", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9014177, December 2019, pp. 1-6.
    BibTeX TR2019-134 PDF
    • @inproceedings{Liu2019dec,
    • author = {Liu, Bryan and Wei, Zhiqiang and Yuan, Jinhong and Pajovic, Milutin},
    • title = {Deep Learning Assisted User Identification in Massive Machine-Type Communications},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • pages = {1--6},
    • month = dec,
    • doi = {10.1109/GLOBECOM38437.2019.9014177},
    • url = {https://www.merl.com/publications/TR2019-134}
    • }
  •  Pajovic, M., Wang, P., Koike-Akino, T., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part I: RSS and Beam Indices", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9013466, December 2019.
    BibTeX TR2019-141 PDF Data
    • @inproceedings{Pajovic2019dec,
    • author = {Pajovic, Milutin and Wang, Pu and Koike-Akino, Toshiaki and Sun, Haijian and Orlik, Philip V.},
    • title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part I: RSS and Beam Indices},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/GLOBECOM38437.2019.9013466},
    • issn = {2576-6813},
    • isbn = {978-1-7281-0962-6},
    • url = {https://www.merl.com/publications/TR2019-141}
    • }
  •  Wang, P., Koike-Akino, T., Orlik, P.V., Pajovic, M., Kim, K.J., "Variational Bayesian Symbol Detection for Massive MIMO Systems with Symbol-Dependent Transmit Impairments", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9013363, December 2019.
    BibTeX TR2019-139 PDF
    • @inproceedings{Wang2019dec,
    • author = {Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V. and Pajovic, Milutin and Kim, Kyeong Jin},
    • title = {Variational Bayesian Symbol Detection for Massive MIMO Systems with Symbol-Dependent Transmit Impairments},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/GLOBECOM38437.2019.9013363},
    • issn = {2576-6813},
    • isbn = {978-1-7281-0962-6},
    • url = {https://www.merl.com/publications/TR2019-139}
    • }
  •  Wang, P., Pajovic, M., Koike-Akino, T., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part II: Spatial Beam SNRs", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOBECOM38437.2019.9014103, December 2019.
    BibTeX TR2019-138 PDF Data
    • @inproceedings{Wang2019dec2,
    • author = {Wang, Pu and Pajovic, Milutin and Koike-Akino, Toshiaki and Sun, Haijian and Orlik, Philip V.},
    • title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi - Part II: Spatial Beam SNRs},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2019,
    • month = dec,
    • publisher = {IEEE},
    • doi = {10.1109/GLOBECOM38437.2019.9014103},
    • issn = {2576-6813},
    • isbn = {978-1-7281-0962-6},
    • url = {https://www.merl.com/publications/TR2019-138}
    • }
  •  Pajovic, M., Orlik, P.V., Wada, T., Takegami, T., "A Data-Driven Method for Predicting Capacity Degradation of Rechargeable Batteries", IEEE International Conference on Industrial Informatics (INDIN), DOI: 10.1109/INDIN41052.2019.8972129, July 2019, pp. 1259-1265.
    BibTeX TR2019-076 PDF
    • @inproceedings{Pajovic2019jul2,
    • author = {Pajovic, Milutin and Orlik, Philip V. and Wada, Toshihiro and Takegami, Tomoki},
    • title = {A Data-Driven Method for Predicting Capacity Degradation of Rechargeable Batteries},
    • booktitle = {IEEE International Conference on Industrial Informatics (INDIN)},
    • year = 2019,
    • pages = {1259--1265},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/INDIN41052.2019.8972129},
    • issn = {2378-363X},
    • isbn = {978-1-7281-2927-3},
    • url = {https://www.merl.com/publications/TR2019-076}
    • }
  •  Pajovic, M., Wang, P., Koike-Akino, T., Orlik, P.V., "Sparse Bayesian Estimation of Millimeter-Wave Channel Correlation Matrix", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), DOI: 10.1109/SPAWC.2019.8815397, July 2019.
    BibTeX TR2019-042 PDF
    • @inproceedings{Pajovic2019jul,
    • author = {Pajovic, Milutin and Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V.},
    • title = {Sparse Bayesian Estimation of Millimeter-Wave Channel Correlation Matrix},
    • booktitle = {IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},
    • year = 2019,
    • month = jul,
    • doi = {10.1109/SPAWC.2019.8815397},
    • issn = {1948-3252},
    • isbn = {978-1-5386-6528-2},
    • url = {https://www.merl.com/publications/TR2019-042}
    • }
  •  Wang, P., Koike-Akino, T., Pajovic, M., Orlik, P.V., Tsujita, W., Gini, F., "Misspecified CRB Parameter Estimation for a Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8682703, May 2019.
    BibTeX TR2019-011 PDF
    • @inproceedings{Wang2019may2,
    • author = {Wang, Pu and Koike-Akino, Toshiaki and Pajovic, Milutin and Orlik, Philip V. and Tsujita, Wataru and Gini, Fulvio},
    • title = {Misspecified CRB Parameter Estimation for a Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8682703},
    • url = {https://www.merl.com/publications/TR2019-011}
    • }
  •  Pajovic, M., Ozcan, G., Koike-Akino, T., Wang, P., Orlik, P.V., "Packet Separation in Phase Noise Impaired Random Access Channel", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOCOM.2018.8647403, December 2018.
    BibTeX TR2018-167 PDF
    • @inproceedings{Pajovic2018dec,
    • author = {Pajovic, Milutin and Ozcan, Gozde and Koike-Akino, Toshiaki and Wang, Pu and Orlik, Philip V.},
    • title = {Packet Separation in Phase Noise Impaired Random Access Channel},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/GLOCOM.2018.8647403},
    • url = {https://www.merl.com/publications/TR2018-167}
    • }
  •  Pajovic, M., Orlik, P.V., Wada, T., "Remaining Useful Life Estimation of Batteries using Dirichlet Process with Variational Bayes Inference", Annual Conference of the IEEE Industrial Electronics Society (IECON), DOI: 10.1109/IECON.2018.8592767, October 2018.
    BibTeX TR2018-152 PDF
    • @inproceedings{Pajovic2018oct,
    • author = {Pajovic, Milutin and Orlik, Philip V. and Wada, Toshihiro},
    • title = {Remaining Useful Life Estimation of Batteries using Dirichlet Process with Variational Bayes Inference},
    • booktitle = {Annual Conference of the IEEE Industrial Electronics Society (IECON)},
    • year = 2018,
    • month = oct,
    • doi = {10.1109/IECON.2018.8592767},
    • url = {https://www.merl.com/publications/TR2018-152}
    • }
  •  Koike-Akino, T., Pajovic, M., Millar, D.S., Kojima, K., Parsons, K., "Superchannel CPE with Wyner-Ziv Cooperation for Band-Limited Interconnects in Multi-DSP Receiver", European Conference on Optical Communication (ECOC), DOI: 10.1109/ECOC.2018.8535528, September 2018.
    BibTeX TR2018-149 PDF
    • @inproceedings{Koike-Akino2018sep,
    • author = {Koike-Akino, Toshiaki and Pajovic, Milutin and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Superchannel CPE with Wyner-Ziv Cooperation for Band-Limited Interconnects in Multi-DSP Receiver},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2018,
    • month = sep,
    • doi = {10.1109/ECOC.2018.8535528},
    • url = {https://www.merl.com/publications/TR2018-149}
    • }
  •  Sanz, I., Bernal, C., Bono, A., Pajovic, M., Martinez, G., "Gaussian Process Regression Applied to VRLA Battery Voltage Prediction in Photovoltaic Off-Grid Systems", Jornada de Jovenes Investigadores, July 11, 2018.
    BibTeX TR2018-077 PDF
    • @inproceedings{Sanz2018jul,
    • author = {Sanz, Ivan and Bernal, Carlos and Bono, Antonio and Pajovic, Milutin and Martinez, Gabriel},
    • title = {Gaussian Process Regression Applied to VRLA Battery Voltage Prediction in Photovoltaic Off-Grid Systems},
    • booktitle = {Jornada de Jovenes Investigadores},
    • year = 2018,
    • number = 6,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-077}
    • }
  •  Pajovic, M., "Misspecified Bayesian Cramer-Rao Bound for Sparse Bayesian Learning", IEEE Statistical Signal Processing Workshop (SSP), DOI: 10.1109/SSP.2018.8450780, June, pp. 263-267.
    BibTeX TR2018-076 PDF
    • @inproceedings{Pajovic2018jun,
    • author = {Pajovic, Milutin},
    • title = {Misspecified Bayesian Cramer-Rao Bound for Sparse Bayesian Learning},
    • booktitle = {IEEE Statistical Signal Processing Workshop (SSP)},
    • year = 2018,
    • pages = {263--267},
    • month = jun,
    • doi = {10.1109/SSP.2018.8450780},
    • url = {https://www.merl.com/publications/TR2018-076}
    • }
  •  Pajovic, M., Orlik, P.V., "Reduced-Dimension Symbol Detection in Random Access Channel", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC.2018.8422126, May 2018.
    BibTeX TR2018-060 PDF
    • @inproceedings{Pajovic2018may,
    • author = {Pajovic, Milutin and Orlik, Philip V.},
    • title = {Reduced-Dimension Symbol Detection in Random Access Channel},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/ICC.2018.8422126},
    • url = {https://www.merl.com/publications/TR2018-060}
    • }
  •  Pajovic, M., Preisig, J.C., Baggeroer, A.B., "Analysis of Optimal Diagonal Loading for MPDR-based Spatial Power Estimators in the Snapshot Deficient Regime", IEEE Journal of Oceanic Engineering, DOI: 10.1109/JOE.2018.2815480, March 2018.
    BibTeX TR2018-031 PDF
    • @article{Pajovic2018mar,
    • author = {Pajovic, Milutin and Preisig, James C. and Baggeroer, Arthur B.},
    • title = {Analysis of Optimal Diagonal Loading for MPDR-based Spatial Power Estimators in the Snapshot Deficient Regime},
    • journal = {IEEE Journal of Oceanic Engineering},
    • year = 2018,
    • month = mar,
    • doi = {10.1109/JOE.2018.2815480},
    • url = {https://www.merl.com/publications/TR2018-031}
    • }
  •  Kojima, K., Koike-Akino, T., Millar, D.S., Wang, B., Pajovic, M., Parsons, K., Song, B., Klamkin, J., "System and device technologies for coherent optical communications", SPIE Photonics West, DOI: 10.1117/12.2291869, January 2018, vol. 10560.
    BibTeX TR2018-010 PDF
    • @inproceedings{Kojima2018jan,
    • author = {Kojima, Keisuke and Koike-Akino, Toshiaki and Millar, David S. and Wang, Bingnan and Pajovic, Milutin and Parsons, Kieran and Song, Bowen and Klamkin, Jonathan},
    • title = {System and device technologies for coherent optical communications},
    • booktitle = {SPIE Photonics West},
    • year = 2018,
    • volume = 10560,
    • month = jan,
    • doi = {10.1117/12.2291869},
    • url = {https://www.merl.com/publications/TR2018-010}
    • }
  •  Wang, P., Li, J., Pajovic, M., Boufounos, P.T., Orlik, P.V., "On Angular-Domain Chanel Estimation for One-Bit Massive MIMO Systems with Fixed and Time-Varying Thresholds", Asilomar Conference on Signals, Systems and Computers (ACSSC), DOI: 10.1109/ACSSC.2017.8335511, December 2017.
    BibTeX TR2017-187 PDF Software
    • @inproceedings{Wang2017dec2,
    • author = {Wang, Pu and Li, Jian and Pajovic, Milutin and Boufounos, Petros T. and Orlik, Philip V.},
    • title = {On Angular-Domain Chanel Estimation for One-Bit Massive MIMO Systems with Fixed and Time-Varying Thresholds},
    • booktitle = {Asilomar Conference on Signals, Systems and Computers (ACSSC)},
    • year = 2017,
    • month = dec,
    • doi = {10.1109/ACSSC.2017.8335511},
    • url = {https://www.merl.com/publications/TR2017-187}
    • }
  •  Lin, C., Marks, T.K., Pajovic, M., Watanabe, S., Tung, C., "Model parameter learning using Kullback-Leibler divergence", Physica A, DOI: 10.1016/j.physa.2017.09.018, Vol. 491, No. 1, pp. 549-559, November 2017.
    BibTeX TR2017-184 PDF
    • @article{Lin2017nov,
    • author = {Lin, Chungwei and Marks, Tim K. and Pajovic, Milutin and Watanabe, Shinji and Tung, Chihkuan},
    • title = {Model parameter learning using Kullback-Leibler divergence},
    • journal = {Physica A},
    • year = 2017,
    • volume = 491,
    • number = 1,
    • pages = {549--559},
    • month = nov,
    • doi = {10.1016/j.physa.2017.09.018},
    • url = {https://www.merl.com/publications/TR2017-184}
    • }
  •  Pajovic, M., Wang, P., Koike-Akino, T., Orlik, P.V., "Estimation of Frequency Unsynchronized Millimeter-wave Channels", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2017.8309152, November 2017.
    BibTeX TR2017-165 PDF
    • @inproceedings{Pajovic2017nov,
    • author = {Pajovic, Milutin and Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V.},
    • title = {Estimation of Frequency Unsynchronized Millimeter-wave Channels},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2017,
    • month = nov,
    • doi = {10.1109/GlobalSIP.2017.8309152},
    • url = {https://www.merl.com/publications/TR2017-165}
    • }
  •  Shulkind, G., Pajovic, M., Orlik, P.V., "Packet Separation in Random Access Channels Via Approximate Sparse Recovery", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2017.8309085, November 2017.
    BibTeX TR2017-166 PDF
    • @inproceedings{Shulkind2017nov,
    • author = {Shulkind, Gal and Pajovic, Milutin and Orlik, Philip V.},
    • title = {Packet Separation in Random Access Channels Via Approximate Sparse Recovery},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2017,
    • month = nov,
    • doi = {10.1109/GlobalSIP.2017.8309085},
    • url = {https://www.merl.com/publications/TR2017-166}
    • }
  •  Sahinoglu, G.O., Pajovic, M., Sahinoglu, Z., Wang, Y., Orlik, P.V., Wada, T., "Battery State of Charge Estimation Based on Regular/Recurrent Gaussian Process Regression", IEEE Transactions on Industrial Electronics, DOI: 10.1109/TIE.2017.2764869, Vol. 65, No. 5, pp. 4311-4321, October 2017.
    BibTeX TR2017-124 PDF
    • @article{Ozcan2017oct,
    • author = {Sahinoglu, Gozde Ozcan and Pajovic, Milutin and Sahinoglu, Zafer and Wang, Yebin and Orlik, Philip V. and Wada, Toshihiro},
    • title = {Battery State of Charge Estimation Based on Regular/Recurrent Gaussian Process Regression},
    • journal = {IEEE Transactions on Industrial Electronics},
    • year = 2017,
    • volume = 65,
    • number = 5,
    • pages = {4311--4321},
    • month = oct,
    • doi = {10.1109/TIE.2017.2764869},
    • url = {https://www.merl.com/publications/TR2017-124}
    • }
  •  Koike-Akino, T., Cao, C., Wang, Y., Draper, S.C., Millar, D.S., Parsons, K., Kojima, K., Pajovic, M., Galdino, L., Elson, D.J., Lavery, D., Bayvel, P., "Irregular Polar Coding for Multi-Level Modulation in Complexity-Constrained Lightwave Systems", European Conference on Optical Communication (ECOC), DOI: 10.1109/ECOC.2017.8345842, September 2017.
    BibTeX TR2017-118 PDF
    • @inproceedings{Koike-Akino2017sep2,
    • author = {Koike-Akino, Toshiaki and Cao, Congzhe and Wang, Ye and Draper, Stark C. and Millar, David S. and Parsons, Kieran and Kojima, Keisuke and Pajovic, Milutin and Galdino, Lidia and Elson, Daniel J. and Lavery, Domanic and Bayvel, Polina},
    • title = {Irregular Polar Coding for Multi-Level Modulation in Complexity-Constrained Lightwave Systems},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2017,
    • month = sep,
    • doi = {10.1109/ECOC.2017.8345842},
    • url = {https://www.merl.com/publications/TR2017-118}
    • }
  •  Pajovic, M., Sahinoglu, Z., Wang, Y., Orlik, P.V., Wada, T., "Online Data-Driven Battery Voltage Prediction", IEEE International Conference on Industrial Informatics (INDIN), DOI: 10.1109/INDIN.2017.8104879, July 2017.
    BibTeX TR2017-101 PDF
    • @inproceedings{Pajovic2017jul,
    • author = {Pajovic, Milutin and Sahinoglu, Zafer and Wang, Yebin and Orlik, Philip V. and Wada, Toshihiro},
    • title = {Online Data-Driven Battery Voltage Prediction},
    • booktitle = {IEEE International Conference on Industrial Informatics (INDIN)},
    • year = 2017,
    • month = jul,
    • doi = {10.1109/INDIN.2017.8104879},
    • url = {https://www.merl.com/publications/TR2017-101}
    • }
  •  Ding, Y., Kim, K.J., Koike-Akino, T., Pajovic, M., Wang, P., Orlik, P.V., "Spatial Scattering Modulation for Uplink Millimeter-Wave Systems", IEEE Communications Letters, DOI: 10.1109/LCOMM.2017.2684126, Vol. 21, No. 7, pp. 1493-1496, May 2017.
    BibTeX TR2017-071 PDF
    • @article{Ding2017may4,
    • author = {Ding, Yacong and Kim, Kyeong Jin and Koike-Akino, Toshiaki and Pajovic, Milutin and Wang, Pu and Orlik, Philip V.},
    • title = {Spatial Scattering Modulation for Uplink Millimeter-Wave Systems},
    • journal = {IEEE Communications Letters},
    • year = 2017,
    • volume = 21,
    • number = 7,
    • pages = {1493--1496},
    • month = may,
    • doi = {10.1109/LCOMM.2017.2684126},
    • url = {https://www.merl.com/publications/TR2017-071}
    • }
  •  Ding, Y., Kim, K.J., Koike-Akino, T., Pajovic, M., Wang, P., Orlik, P.V., "Millimeter Wave Adaptive Transmission Using Spatial Scattering Modulation", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC.2017.7996404, May 2017.
    BibTeX TR2017-057 PDF
    • @inproceedings{Ding2017may2,
    • author = {Ding, Yacong and Kim, Kyeong Jin and Koike-Akino, Toshiaki and Pajovic, Milutin and Wang, Pu and Orlik, Philip V.},
    • title = {Millimeter Wave Adaptive Transmission Using Spatial Scattering Modulation},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2017,
    • month = may,
    • doi = {10.1109/ICC.2017.7996404},
    • url = {https://www.merl.com/publications/TR2017-057}
    • }