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 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.
- NEWS MERL researchers presented 10 papers at American Control Conference (ACC)
  Date: July 1, 2020 - July 3, 2020
  Where: Denver, Colorado (virtual)
  MERL Contacts: Mouhacine Benosman; Karl Berntorp; Ankush Chakrabarty; Stefano Di Cairano; Saleh Nabi; Rien Quirynen; Yebin Wang; Avishai Weiss
  Research Areas: Control, Machine Learning, Optimization
  Brief
  - At the American Control Conference, MERL presented 10 papers on subjects including autonomous-vehicle decision making and motion planning, nonlinear estimation for thermal-fluid models and GNSS positioning, learning-based reference governors and reference governors for railway vehicles, and fail-safe rendezvous control.
See All News & Events for Perry
Research Highlights
- mmWave Beam-SNR Fingerprinting (mmBSF)
Internships with Perry
- SP1506: Learning-based Wireless Sensing
  
  The Signal Processing (SP) group at MERL is seeking a highly motivated intern to conduct fundamental research in learning-based wireless sensing using communication signals (such as WiFi, Bluetooth, 5G) and other RF signals (such as FMCW). Previous experience in occupancy sensing, people counting, localization, device-free pose/gesture recognition, and skeleton tracking with deep learning is highly preferred. Familiarity with IEEE 802.11 (g/n/ac/ad/ay)standards is a plus. The intern will collaborate with a small group of MERL researchers to develop novel algorithms, design experiments using MERL in-house testbed, and prepare results for publication. Senior Ph.D. students with research focuses on wireless communications, machine learning, signal processing, optimization, applied mathematics, or related areas are encouraged to apply. The expected duration of the internship is 3 months with a flexible start date. This internship is preferred to be onsite at MERL, but may be done remotely where you live if the COVID pandemic makes it necessary.
- SP1512: Mutual Interference Mitigation
  
  The Signal Processing (SP) group at MERL is seeking a highly motivated intern to conduct fundamental research in mutual interference mitigation for automotive radar. Previous experience in waveform design, radar detection under interference, joint communication and sensing, interference mitigation, and deep learning for radar is highly preferred. Knowledge about automotive radar schemes (MIMO and waveform modulation, e.g., FMCW, PMCW, and OFDM) is a plus. The intern will collaborate with a small group of MERL researchers to develop novel algorithms, design experiments using MERL in-house testbed, and prepare results for patents and publication. Senior Ph.D. students with research focuses on signal processing, machine learning, optimization, applied mathematics, or related areas are encouraged to apply. The expected duration of the internship is 3 months with a flexible start date.
See All Internships at MERL
MERL Publications
- Yao, G., Wang, P., Berntorp, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking with Automotive Radar Using B-Spline Chained Ellipses Model", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), June 2021.
  BibTeX TR2021-048 PDF
  - @inproceedings{Yao2021jun,
  - author = {Yao, Gang and Wang, Perry and Berntorp, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.},
  - title = {Extended Object Tracking with Automotive Radar Using B-Spline Chained Ellipses Model},
  - booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  - year = 2021,
  - month = jun,
  - url = {https://www.merl.com/publications/TR2021-048}
  - }
- Hyder, R., Mansour, H., Ma, Y., Boufounos, P.T., Wang, P., "A Consensus Equilibrium Solution for Deep Image Prior Powered by Red", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), June 2021.
  BibTeX TR2021-046 PDF
  - @inproceedings{Hyder2021jun,
  - author = {Hyder, Rakib and Mansour, Hassan and Ma, Yanting and Boufounos, Petros T. and Wang, Perry},
  - title = {A Consensus Equilibrium Solution for Deep Image Prior Powered by Red},
  - booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  - year = 2021,
  - month = jun,
  - url = {https://www.merl.com/publications/TR2021-046}
  - }
- Wang, F., Wang, P., Zhang, X., Li, H., Himed, B., "An Overview of Parametric Modeling and Methods for Radar Target Detection with Limited Data", IEEE Access, DOI: 10.1109/ACCESS.2021.3074063, Vol. 9, pp. 60459 - 60469, April 2021.
  BibTeX TR2021-049 PDF
  - @article{Wang2021apr,
  - author = {Wang, Fangzhou and Wang, Perry and Zhang, Xin and Li, Hongbin and Himed, Braham},
  - title = {An Overview of Parametric Modeling and Methods for Radar Target Detection with Limited Data},
  - journal = {IEEE Access},
  - year = 2021,
  - volume = 9,
  - pages = {60459 -- 60469},
  - month = apr,
  - doi = {10.1109/ACCESS.2021.3074063},
  - issn = {2169-3536},
  - url = {https://www.merl.com/publications/TR2021-049}
  - }
- Xia, Y., Wang, P., Berntorp, K., Svensson, L., Granstrom, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Learning-based Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar", IEEE Journal of Selected Topics in Signal Processing, February 2021.
  BibTeX TR2021-006 PDF
  - @article{Xia2021feb,
  - author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Svensson, Lennart and Granstrom, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.},
  - title = {Learning-based Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar},
  - journal = {IEEE Journal of Selected Topics in Signal Processing},
  - year = 2021,
  - month = feb,
  - url = {https://www.merl.com/publications/TR2021-006}
  - }
- Wang, P., Koike-Akino, T., Orlik, P., "Precise Indoor Localization Using Commercial-off-the-shelf (COTS) Wi-Fi Routers Powered by Deep Learning on New Channel Measurements in Millimeter-wave Bands," Mitsubishi Electric Technical Report, Vol. 95, January 2021.
  BibTeX Mitsubishi Electric Technical Report
  - @techreport{Wang2021jan,
  - author = {Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip},
  - title = {Precise Indoor Localization Using Commercial-off-the-shelf (COTS) Wi-Fi Routers Powered by Deep Learning on New Channel Measurements in Millimeter-wave Bands},
  - year = 2021,
  - volume = 95,
  - number = 1,
  - month = jan,
  - url = {https://www.giho.mitsubishielectric.co.jp/giho/pdf/2021/2101101.pdf}
  - }
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: "Reference-Free Nonlinearity Correction for FMCW-Based Sensing Systems"
  Inventors: Wang, Pu; Millar, David; Lin, Chungwei; Parsons, Kieran; Orlik, Philip V.
  Patent No.: 10,969,465
  Issue Date: Apr 6, 2021
- Title: "Systems and Methods for Speed Estimation of Contactless Encoder Systems"
  Inventors: Wang, Pu; Orlik, Philip V.; Sadamoto, Kota; Tsujita, Wataru
  Patent No.: 10,866,124
  Issue Date: Dec 15, 2020
- 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

Position:

Education:

Research Areas:

External Links:

Perry's Quick Links

Biography

Recent News & Events

Research Highlights

mmWave Beam-SNR Fingerprinting (mmBSF)

Internships with Perry

SP1506: Learning-based Wireless Sensing

SP1512: Mutual Interference Mitigation

MERL Publications

Other Publications

Software Downloads

One-Bit CRB

MERL Issued Patents