People - Pu Wang | Mitsubishi Electric Research Laboratories

Biography

Pu (Perry) Wang was an intern at the Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, in the summer of 2010. Before returning to MERL, he was a Research Scientist in the Mathematics and Modeling Department of the Schlumberger-Doll Research, Cambridge, MA, contributing to developments of logging-while-drilling Acoustics/NMR products. His current research interests include signal processing, Bayesian inference, statistical learning, and their applications to (mmWave and THz) sensing, wireless communications, networks and automotive applications. He received the IEEE Jack Neubauer Memorial Award from IEEE Vehicular Technology Society in 2013 for the paper "Multiantenna-assisted spectrum sensing for cognitive radio”. He is currently an Associate Editor for IEEE Signal Processing Letters and an Associate Member of IEEE SPS Sensor Array and Multichannel (SAM) Technical Committee.
Recent News & Events
- NEWS MERL Researcher Pu (Perry) Wang organized a special session on automotive radar sensing at IEEE SAM Workshop 2020
  Date: June 8, 2020 - June 12, 2020
  Where: Virtual Hangzhou
  MERL Contact: Pu (Perry) Wang
  Research Areas: Artificial Intelligence, Computational Sensing, Dynamical Systems, Machine Learning, Signal Processing
  Brief
  - MERL researcher Pu (Perry) Wang organized a special session on June 10, 2020 titled Automotive Radar Sensing. Presentations included topics from deep waveform design, object tracking, mutual interference mitigation with their applications to high-resolution automotive imaging. The session's contributors come from both academia and industry.
    
    In this special session, our previous intern Yuxuan Xia (Chalmers Institute of Technology, Sweden) presented our work on extended object tracking using low-cost automotive radar sensors with a realistic measurement model. Yuxuan was also selected to be one of the six best student paper finalists at IEEE SAM 2020.
- NEWS MERL presenting 13 papers and an industry talk at ICASSP 2020
  Date: May 4, 2020 - May 8, 2020
  Where: Virtual Barcelona
  MERL Contacts: Karl Berntorp; Petros Boufounos; Chiori Hori; Takaaki Hori; Toshiaki Koike-Akino; Jonathan Le Roux; Dehong Liu; Yanting Ma; Hassan Mansour; Niko Moritz; Philip Orlik; Anthony Vetro; Pu (Perry) Wang; Gordon Wichern; Siheng Chen
  Research Areas: Computational Sensing, Computer Vision, Machine Learning, Signal Processing, Speech & Audio
  Brief
  - MERL researchers are presenting 13 papers at the IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP), which is being held virtually from May 4-8, 2020. Petros Boufounos is also presenting a talk on the Computational Sensing Revolution in Array Processing (video) in ICASSP’s Industry Track, and Siheng Chen is co-organizing and chairing a special session on a Signal-Processing View of Graph Neural Networks.
    
    Topics to be presented include recent advances in speech recognition, audio processing, scene understanding, computational sensing, array processing, and parameter estimation. Videos for all talks are available on MERL's YouTube channel, with corresponding links in the references below.
    
    This year again, MERL is a sponsor of the conference and will be participating in the Student Job Fair; please join us to learn about our internship program and career opportunities.
    
    ICASSP is the flagship conference of the IEEE Signal Processing Society, and the world's largest and most comprehensive technical conference focused on the research advances and latest technological development in signal and information processing. The event attracts more than 2000 participants each year. Originally planned to be held in Barcelona, Spain, ICASSP has moved to a fully virtual setting due to the COVID-19 crisis, with free registration for participants not covering a paper.
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Research Highlights
- mmWave Beam-SNR Fingerprinting (mmBSF)
MERL Publications
- Xia, Y., Wang, P., Berntorp, K., Boufounos, P.T., Orlik, P.V., Svensson, L., Granstrom, K., "Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model", IEEE Radar Conference (RadarCon), September 2020.
  BibTeX TR2020-131 PDF
  - @inproceedings{Xia2020sep,
  - author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Boufounos, Petros T. and Orlik, Philip V. and Svensson, Lennart and Granstrom, Karl},
  - title = {Extended Object Tracking with Automotive Radar Using Learned Structural Measurement Model},
  - booktitle = {IEEE Radar Conference (RadarCon)},
  - year = 2020,
  - month = sep,
  - url = {https://www.merl.com/publications/TR2020-131}
  - }
- Xia, Y., Wang, P., Berntorp, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking Using Hierarchical Truncation Model With Partial-View Measurements", IEEE Sensor Array & Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/SAM48682.2020.9104388, June 2020.
  BibTeX TR2020-069 PDF
  - @inproceedings{Xia2020jun,
  - author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.},
  - title = {Extended Object Tracking Using Hierarchical Truncation Model With Partial-View Measurements},
  - booktitle = {IEEE Sensor Array & Multichannel Signal Processing Workshop (SAM)},
  - year = 2020,
  - month = jun,
  - doi = {10.1109/SAM48682.2020.9104388},
  - url = {https://www.merl.com/publications/TR2020-069}
  - }
- Sun, H., Wang, P., Pajovic, M., Koike-Akino, T., Orlik, P.V., Taira, A., Nakagawa, K., "Fingerprinting-Based Outdoor Localization with 28-GHz Channel Measurement: A Field Study", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), DOI: 10.1109/SPAWC48557.2020.9154212, May 2020.
  BibTeX TR2020-056 PDF
  - @inproceedings{Sun2020may,
  - author = {Sun, Haijian and Wang, Pu and Pajovic, Milutin and Koike-Akino, Toshiaki and Orlik, Philip V. and Taira, Akinori and Nakagawa, Kenji},
  - title = {Fingerprinting-Based Outdoor Localization with 28-GHz Channel Measurement: A Field Study},
  - booktitle = {IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},
  - year = 2020,
  - month = may,
  - publisher = {IEEE},
  - doi = {10.1109/SPAWC48557.2020.9154212},
  - issn = {1948-3252},
  - isbn = {978-1-7281-5478-7},
  - url = {https://www.merl.com/publications/TR2020-056}
  - }
- Koike-Akino, T., Wang, P., Pajovic, M., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: A Deep Learning Approach", IEEE Access, DOI: 10.1109/ACCESS.2020.2991129, April 2020.
  BibTeX TR2020-054 PDF Data
  - @article{Koike-Akino2020apr,
  - author = {Koike-Akino, Toshiaki and Wang, Pu and Pajovic, Milutin and Sun, Haijian and Orlik, Philip V.},
  - title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: A Deep Learning Approach},
  - journal = {IEEE Access},
  - year = 2020,
  - month = apr,
  - doi = {10.1109/ACCESS.2020.2991129},
  - issn = {2169-3536},
  - url = {https://www.merl.com/publications/TR2020-054}
  - }
- Wang, P., Boufounos, P.T., Mansour, H., Orlik, P.V., "Slow-Time MIMO-FMCW Automotive Radar Detection with Imperfect Waveform Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9053892, April 2020, pp. 8634-8638.
  BibTeX TR2020-039 PDF Video
  - @inproceedings{Wang2020apr,
  - author = {Wang, Pu and Boufounos, Petros T. and Mansour, Hassan and Orlik, Philip V.},
  - title = {Slow-Time MIMO-FMCW Automotive Radar Detection with Imperfect Waveform Separation},
  - booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  - year = 2020,
  - pages = {8634--8638},
  - month = apr,
  - publisher = {IEEE},
  - doi = {10.1109/ICASSP40776.2020.9053892},
  - issn = {2379-190X},
  - isbn = {978-1-5090-6631-5},
  - url = {https://www.merl.com/publications/TR2020-039}
  - }
See All Publications for Perry
Other Publications
- P. Wang, S. Bose and S.K. Sinha, "Dipole Shear Anisotropy Using Logging-While-Drilling Sonic Tools", SPWLA 57th Annual Logging Symposium, June 2016.
  BibTeX
  - @Inproceedings{WangBose2016,
  - author = {Wang, P. and Bose, S. and Sinha, S.K.},
  - title = {Dipole Shear Anisotropy Using Logging-While-Drilling Sonic Tools},
  - booktitle = {SPWLA 57th Annual Logging Symposium},
  - year = 2016,
  - month = jun
  - }
- P. Wang, V. Jain and L. Venkataramanan, "Sparse Bayesian T1-T2 Inversion from Borehole NMR Measurements", SPWLA 57th Annual Logging Symposium, June 2016.
  BibTeX
  - @Inproceedings{WangJain2016,
  - author = {Wang, P. and Jain, V. and Venkataramanan, L.},
  - title = {Sparse Bayesian T1-T2 Inversion from Borehole NMR Measurements},
  - booktitle = {SPWLA 57th Annual Logging Symposium},
  - year = 2016,
  - month = jun
  - }
- P. Wang, H. Li, Besson O. and Fang J., "Knowledge-aided hyperparameter-free Bayesian detection in stochastic homogeneous environments", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2016.
  BibTeX
  - @Inproceedings{WangLi2016,
  - author = {Wang, P. and Li, H. and O., Besson and J., Fang},
  - title = {Knowledge-aided hyperparameter-free Bayesian detection in stochastic homogeneous environments},
  - booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  - year = 2016,
  - month = mar
  - }
- J. Fang, Y. Shen, H. Li and P. Wang, "Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals", IEEE Transactions on Signal Processing, Vol. 63, No. 2, pp. 360-372, Jan 2015.
  BibTeX
  - @Article{6967808,
  - author = {Fang, J. and Shen, Y. and Li, H. and Wang, P.},
  - title = {Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2015,
  - volume = 63,
  - number = 2,
  - pages = {360--372},
  - month = {Jan}
  - }
- P. Wang, H. Li and B. Himed, Bayesian Radar Detection in Interference, SciTech Publishing, 2015.
  BibTeX
  - @Book{WangLiHimed16,
  - author = {Wang, P. and Li, H. and Himed, B.},
  - title = {Bayesian Radar Detection in Interference},
  - booktitle = {Modern Radar Detection Theory},
  - year = 2015,
  - editor = {De Maio, A. and Greco, M.S.},
  - chapter = 5,
  - pages = {133--162},
  - address = {Edison, NJ},
  - publisher = {SciTech Publishing}
  - }
- P. Wang and S. Bose, "Cramer-Rao Bounds for Broadband Dispersion Extraction of Borehole Acoustic Modes", IEEE Signal Processing Letters, Vol. 21, No. 9, pp. 1083-1087, Sept 2014.
  BibTeX
  - @Article{6813598,
  - author = {Wang, P. and Bose, S.},
  - title = {Cramer-Rao Bounds for Broadband Dispersion Extraction of Borehole Acoustic Modes},
  - journal = {IEEE Signal Processing Letters},
  - year = 2014,
  - volume = 21,
  - number = 9,
  - pages = {1083--1087},
  - month = {Sept}
  - }
- P. Wang, Z. Wang, H. Li and B. Himed, "Knowledge-Aided Parametric Adaptive Matched Filter With Automatic Combining for Covariance Estimation", IEEE Transactions on Signal Processing, Vol. 62, No. 18, pp. 4713-4722, Sept 2014.
  BibTeX
  - @Article{6853408,
  - author = {Wang, P. and Wang, Z. and Li, H. and Himed, B.},
  - title = {Knowledge-Aided Parametric Adaptive Matched Filter With Automatic Combining for Covariance Estimation},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2014,
  - volume = 62,
  - number = 18,
  - pages = {4713--4722},
  - month = {Sept}
  - }
- P. Wang, H. Li and B. Himed, "A Parametric Moving Target Detector for Distributed MIMO Radar in Non-Homogeneous Environment", IEEE Transactions on Signal Processing, Vol. 61, No. 9, pp. 2282-2294, May 2013.
  BibTeX
  - @Article{6450110,
  - author = {Wang, P. and Li, H. and Himed, B.},
  - title = {A Parametric Moving Target Detector for Distributed MIMO Radar in Non-Homogeneous Environment},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2013,
  - volume = 61,
  - number = 9,
  - pages = {2282--2294},
  - month = may
  - }
- P. Wang, J. Fang, H. Li and B. Himed, "Detection With Target-Induced Subspace Interference", IEEE Signal Processing Letters, Vol. 19, No. 7, pp. 403-406, July 2012.
  BibTeX
  - @Article{6193410,
  - author = {Wang, P. and Fang, J. and Li, H. and Himed, B.},
  - title = {Detection With Target-Induced Subspace Interference},
  - journal = {IEEE Signal Processing Letters},
  - year = 2012,
  - volume = 19,
  - number = 7,
  - pages = {403--406},
  - month = jul
  - }
- I. Djurovic, M. Simeunovic, S. Djukanovic and P. Wang, "A Hybrid CPF-HAF Estimation of Polynomial-Phase Signals: Detailed Statistical Analysis", IEEE Transactions on Signal Processing, Vol. 60, No. 10, pp. 5010-5023, Oct 2012.
  BibTeX
  - @Article{6222371,
  - author = {Djurovic, I. and Simeunovic, M. and Djukanovic, S. and Wang, P.},
  - title = {A Hybrid CPF-HAF Estimation of Polynomial-Phase Signals: Detailed Statistical Analysis},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2012,
  - volume = 60,
  - number = 10,
  - pages = {5010--5023},
  - month = {Oct}
  - }
- P. Wang, H. Li and B. Himed, "Moving Target Detection Using Distributed MIMO Radar in Clutter With Nonhomogeneous Power", IEEE Transactions on Signal Processing, Vol. 59, No. 10, pp. 4809-4820, Oct 2011.
  BibTeX
  - @Article{5934613,
  - author = {Wang, P. and Li, H. and Himed, B.},
  - title = {Moving Target Detection Using Distributed MIMO Radar in Clutter With Nonhomogeneous Power},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2011,
  - volume = 59,
  - number = 10,
  - pages = {4809--4820},
  - month = {Oct}
  - }
- P. Wang, H. Li and B. Himed, "Parametric Rao Tests for Multichannel Adaptive Detection in Partially Homogeneous Environment", IEEE Transactions on Aerospace and Electronic Systems, Vol. 47, No. 3, pp. 1850-1862, July 2011.
  BibTeX
  - @Article{5937269,
  - author = {Wang, P. and Li, H. and Himed, B.},
  - title = {Parametric Rao Tests for Multichannel Adaptive Detection in Partially Homogeneous Environment},
  - journal = {IEEE Transactions on Aerospace and Electronic Systems},
  - year = 2011,
  - volume = 47,
  - number = 3,
  - pages = {1850--1862},
  - month = jul
  - }
- P. Wang, H. Li and B. Himed, "Knowledge-Aided Parametric Tests for Multichannel Adaptive Signal Detection", IEEE Transactions on Signal Processing, Vol. 59, No. 12, pp. 5970-5982, Dec 2011.
  BibTeX
  - @Article{6020816,
  - author = {Wang, P. and Li, H. and Himed, B.},
  - title = {Knowledge-Aided Parametric Tests for Multichannel Adaptive Signal Detection},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2011,
  - volume = 59,
  - number = 12,
  - pages = {5970--5982},
  - month = {Dec}
  - }
- P. Wang, H. Li and B. Himed, "A New Parametric GLRT for Multichannel Adaptive Signal Detection", IEEE Transactions on Signal Processing, Vol. 58, No. 1, pp. 317-325, Jan 2010.
  BibTeX
  - @Article{5210195,
  - author = {Wang, P. and Li, H. and Himed, B.},
  - title = {A New Parametric GLRT for Multichannel Adaptive Signal Detection},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2010,
  - volume = 58,
  - number = 1,
  - pages = {317--325},
  - month = {Jan}
  - }
- P. Wang, H. Li, I. Djurovic and B. Himed, "Performance of Instantaneous Frequency Rate Estimation Using High-Order Phase Function", IEEE Transactions on Signal Processing, Vol. 58, No. 4, pp. 2415-2421, April 2010.
  BibTeX
  - @Article{5290077,
  - author = {Wang, P. and Li, H. and Djurovic, I. and Himed, B.},
  - title = {Performance of Instantaneous Frequency Rate Estimation Using High-Order Phase Function},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2010,
  - volume = 58,
  - number = 4,
  - pages = {2415--2421},
  - month = apr
  - }
- P. Wang, J. Fang, N. Han and H. Li, "Multiantenna-Assisted Spectrum Sensing for Cognitive Radio", IEEE Transactions on Vehicular Technology, Vol. 59, No. 4, pp. 1791-1800, May 2010.
  BibTeX
  - @Article{5345867,
  - author = {Wang, P. and Fang, J. and Han, N. and Li, H.},
  - title = {Multiantenna-Assisted Spectrum Sensing for Cognitive Radio},
  - journal = {IEEE Transactions on Vehicular Technology},
  - year = 2010,
  - volume = 59,
  - number = 4,
  - pages = {1791--1800},
  - month = may
  - }
- P. Wang, H. Li and B. Himed, "A Bayesian Parametric Test for Multichannel Adaptive Signal Detection in Nonhomogeneous Environments", IEEE Signal Processing Letters, Vol. 17, No. 4, pp. 351-354, April 2010.
  BibTeX
  - @Article{5371946,
  - author = {Wang, P. and Li, H. and Himed, B.},
  - title = {A Bayesian Parametric Test for Multichannel Adaptive Signal Detection in Nonhomogeneous Environments},
  - journal = {IEEE Signal Processing Letters},
  - year = 2010,
  - volume = 17,
  - number = 4,
  - pages = {351--354},
  - month = apr
  - }
- P. Wang, H. Li, I. Djurovic and B. Himed, "Integrated Cubic Phase Function for Linear FM Signal Analysis", IEEE Transactions on Aerospace and Electronic Systems, Vol. 46, No. 3, pp. 963-977, July 2010.
  BibTeX
  - @Article{5545167,
  - author = {Wang, P. and Li, H. and Djurovic, I. and Himed, B.},
  - title = {Integrated Cubic Phase Function for Linear FM Signal Analysis},
  - journal = {IEEE Transactions on Aerospace and Electronic Systems},
  - year = 2010,
  - volume = 46,
  - number = 3,
  - pages = {963--977},
  - month = jul
  - }
- P. Wang, H. Li, I. Djurovic and B. Himed, "Instantaneous Frequency Rate Estimation for High-Order Polynomial-Phase Signals", IEEE Signal Processing Letters, Vol. 16, No. 9, pp. 782-785, Sept 2009.
  BibTeX
  - @Article{5071278,
  - author = {Wang, P. and Li, H. and Djurovic, I. and Himed, B.},
  - title = {Instantaneous Frequency Rate Estimation for High-Order Polynomial-Phase Signals},
  - journal = {IEEE Signal Processing Letters},
  - year = 2009,
  - volume = 16,
  - number = 9,
  - pages = {782--785},
  - month = {Sept}
  - }
- Q. Zhao, H. Li and P. Wang, "Performance of Cooperative Relay With Binary Modulation in Nakagami- Fading Channels", IEEE Transactions on Vehicular Technology, Vol. 57, No. 5, pp. 3310-3315, Sept 2008.
  BibTeX
  - @Article{4425810,
  - author = {Zhao, Q. and Li, H. and Wang, P.},
  - title = {Performance of Cooperative Relay With Binary Modulation in Nakagami- Fading Channels},
  - journal = {IEEE Transactions on Vehicular Technology},
  - year = 2008,
  - volume = 57,
  - number = 5,
  - pages = {3310--3315},
  - month = {Sept}
  - }
- P. Wang, I. Djurovic and J. Yang, "Generalized High-Order Phase Function for Parameter Estimation of Polynomial Phase Signal", IEEE Transactions on Signal Processing, Vol. 56, No. 7, pp. 3023-3028, July 2008.
  BibTeX
  - @Article{4545291,
  - author = {Wang, P. and Djurovic, I. and Yang, J.},
  - title = {Generalized High-Order Phase Function for Parameter Estimation of Polynomial Phase Signal},
  - journal = {IEEE Transactions on Signal Processing},
  - year = 2008,
  - volume = 56,
  - number = 7,
  - pages = {3023--3028},
  - month = jul
  - }
Software Downloads
- One-Bit CRB
MERL Issued Patents
- Title: "Methods and Systems for Terahertz-Based Positioning"
  Inventors: Wang, Pu; Fu, Haoyu; Orlik, Philip V.; Koike-Akino, Toshiaki; Ma, Rui; Wang, Bingnan
  Patent No.: 10,795,151
  Issue Date: Oct 6, 2020
- Title: "System and Method for Angular-Domain Channel Estimation of Massive MIMO System with Low-Resolution ADC with Time-Varying Thresholds"
  Inventors: Wang, Pu; Pajovic, Milutin; Orlik, Philip V.; Boufounos, Petros T.
  Patent No.: 10,541,839
  Issue Date: Jan 21, 2020
- Title: "System and Method for Parameter Estimation of Hybrid Sinusoidal FM-Polynomial Phase Signal"
  Inventors: Wang, Pu; Orlik, Philip V.; Sadamoto, Kota; Tsujita, Wataru
  Patent No.: 10,407,274
  Issue Date: Sep 10, 2019
- Title: "System and Method for Channel Estimation in mmWave Communications Exploiting Joint AoD-AoA Angular Spread"
  Inventors: Wang, Pu; Pajovic, Milutin; Orlik, Philip V.
  Patent No.: 10,382,230
  Issue Date: Aug 13, 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: "See-Through Sensing for Image Reconstruction of Structure of Target Object"
  Inventors: Wang, Pu; Fu, Haoyu; Koike-Akino, Toshiaki; Orlik, Philip V.
  Patent No.: 10,217,252
  Issue Date: Feb 26, 2019
- Title: "Method for Detecting Targets Using Space-Time Adaptive Processing"
  Inventors: Pun, Man On; Wang, Pu; Sahinoglu, Zafer
  Patent No.: 8,907,841
  Issue Date: Dec 9, 2014
- Title: "Persymmetric Parametric Adaptive Matched Filters for Detecting Targets Using Space-Time Adaptive Processing of Radar Signals"
  Inventors: Sahinoglu, Zafer; Wang, Pu; Pun, Man On
  Patent No.: 8,284,098
  Issue Date: Oct 9, 2012
- Title: "Method for Detecting Targets Using Space-Time Adaptive Processing and Shared Knowledge of the Environment"
  Inventors: Pun, Man On; Sahinoglu, Zafer; Wang, Pu
  Patent No.: 8,138,963
  Issue Date: Mar 20, 2012
See All Patents for MERL

Mitsubishi Electric | Changes for the Better MERL - Mitsubishi Electric Research Laboratories

Pu (Perry) Wang

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Perry's Quick Links

Biography

Recent News & Events

Research Highlights

mmWave Beam-SNR Fingerprinting (mmBSF)

MERL Publications

Other Publications

Software Downloads

One-Bit CRB

MERL Issued Patents