Kieran Parsons
- Phone: 617-621-7529
- Email:
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Position:
Research / Technical Staff
Senior Principal Research Scientist,
Senior Team Leader,
Deputy Director -
Education:
Ph.D., University of Bristol, UK, 1996 -
Research Areas:
External Links:
Kieran's Quick Links
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Biography
Kieran spent 12 years in Canada working at Nortel, BelAir Networks and AMCC on the system design of several wireless and optical technologies, including early work on electronic dispersion compensation for optical links. His research interests include optical communications network architecture and digital signal processing algorithms for coherent optical communications.
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Recent News & Events
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EVENT MERL Contributes to ICASSP 2024 Date: Sunday, April 14, 2024 - Friday, April 19, 2024
Location: Seoul, South Korea
MERL Contacts: Petros T. Boufounos; François Germain; Chiori Hori; Sameer Khurana; Toshiaki Koike-Akino; Jonathan Le Roux; Hassan Mansour; Zexu Pan; Kieran Parsons; Joshua Rapp; Anthony Vetro; Pu (Perry) Wang; Gordon Wichern; Ryoma Yataka
Research Areas: Artificial Intelligence, Computational Sensing, Machine Learning, Robotics, Signal Processing, Speech & AudioBrief- MERL has made numerous contributions to both the organization and technical program of ICASSP 2024, which is being held in Seoul, Korea from April 14-19, 2024.
Sponsorship and Awards
MERL is proud to be a Bronze Patron of the conference and will participate in the student job fair on Thursday, April 18. Please join this session to learn more about employment opportunities at MERL, including openings for research scientists, post-docs, and interns.
MERL is pleased to be the sponsor of two IEEE Awards that will be presented at the conference. We congratulate Prof. Stéphane G. Mallat, the recipient of the 2024 IEEE Fourier Award for Signal Processing, and Prof. Keiichi Tokuda, the recipient of the 2024 IEEE James L. Flanagan Speech and Audio Processing Award.
Jonathan Le Roux, MERL Speech and Audio Senior Team Leader, will also be recognized during the Awards Ceremony for his recent elevation to IEEE Fellow.
Technical Program
MERL will present 13 papers in the main conference on a wide range of topics including automated audio captioning, speech separation, audio generative models, speech and sound synthesis, spatial audio reproduction, multimodal indoor monitoring, radar imaging, depth estimation, physics-informed machine learning, and integrated sensing and communications (ISAC). Three workshop papers have also been accepted for presentation on audio-visual speaker diarization, music source separation, and music generative models.
Perry Wang is the co-organizer of the Workshop on Signal Processing and Machine Learning Advances in Automotive Radars (SPLAR), held on Sunday, April 14. It features keynote talks from leaders in both academia and industry, peer-reviewed workshop papers, and lightning talks from ICASSP regular tracks on signal processing and machine learning for automotive radar and, more generally, radar perception.
Gordon Wichern will present an invited keynote talk on analyzing and interpreting audio deep learning models at the Workshop on Explainable Machine Learning for Speech and Audio (XAI-SA), held on Monday, April 15. He will also appear in a panel discussion on interpretable audio AI at the workshop.
Perry Wang also co-organizes a two-part special session on Next-Generation Wi-Fi Sensing (SS-L9 and SS-L13) which will be held on Thursday afternoon, April 18. The special session includes papers on PHY-layer oriented signal processing and data-driven deep learning advances, and supports upcoming 802.11bf WLAN Sensing Standardization activities.
Petros Boufounos is participating as a mentor in ICASSP’s Micro-Mentoring Experience Program (MiME).
About ICASSP
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 3000 participants.
- MERL has made numerous contributions to both the organization and technical program of ICASSP 2024, which is being held in Seoul, Korea from April 14-19, 2024.
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NEWS Jianlin Guo recently delivered an invited talk at 2022 6th International Conference on Intelligent Manufacturing and Automation Engineering Date: December 15, 2022 - December 17, 2022
MERL Contacts: Jianlin Guo; Philip V. Orlik; Kieran Parsons
Research Areas: Artificial Intelligence, Data Analytics, Machine LearningBrief- The performance of manufacturing systems is heavily affected by downtime – the time period that the system halts production due to system failure, anomalous operation, or intrusion. Therefore, it is crucial to detect and diagnose anomalies to allow predictive maintenance or intrusion detection to reduce downtime. This talk, titled "Anomaly detection and diagnosis in manufacturing systems using autoencoder", focuses on tackling the challenges arising from predictive maintenance in manufacturing systems. It presents a structured autoencoder and a pre-processed autoencoder for accurate anomaly detection, as well as a statistical-based algorithm and an autoencoder-based algorithm for anomaly diagnosis.
See All News & Events for Kieran -
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Awards
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AWARD Best Paper Award of 2022 IPSJ Transactions on Consumer Devices & Systems Date: March 27, 2023
Awarded to: Yukimasa Nagai, Takenori Sumi, Jianlin Guo, Philip Orlik, Hiroshi Mineno
MERL Contacts: Jianlin Guo; Philip V. Orlik; Kieran Parsons
Research Areas: Communications, Signal ProcessingBrief- MELCO/MERL research paper “IEEE 802.19.3 Standardization for Coexistence of IEEE 802.11ah and IEEE 802.15.4g Systems in Sub-1GHz Frequency Bands” has won the Best Paper Award of the 2022 IPSJ Transactions on Consumer Devices and Systems. The Information Processing Society of Japan (IPSJ) award was established in 1970 and is conferred on the authors of particularly excellent papers, which are published in the IPSJ journals and transactions. Our paper was published by the IPSJ Transaction on Consumer Device and System Vol. 29 in 2021 and authors are Yukimasa Nagai, Takenori Sumi, Jianlin Guo, Philip Orlik and Hiroshi Mineno.
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AWARD MERL researchers presented 5 papers at the 2016 Optical Fiber Communication Conference (OFC), including one "Top Scored" paper Date: March 24, 2016
Awarded to: Toshiaki Koike-Akino, Keisuke Kojima, David S. Millar, Kieran Parsons, Tsuyoshi Yoshida, Takashi Sugihara
MERL Contacts: Toshiaki Koike-Akino; Kieran Parsons
Research Areas: Communications, Electronic and Photonic Devices, Signal ProcessingBrief- Five papers from the Optical Comms team were presented at the 2016 Optical Fiber Conference (OFC) held in Anaheim, USA in March 2016. The papers relate to enhanced modulation formats, constellation shaping, chromatic dispersion estimation, low complexity adaptive equalization and coding for coherent optical links. The top-scored paper studied optimal selection of coding and modulation sets to jointly maximize nonlinear tolerance and spectral efficiency.
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Research Highlights
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MERL Publications
- "Improve IEEE 802.15.4 Network Reliability by Suspendable CSMA/CA", IEEE Wireless Communications and Networking Conference (WCNC), April 2024.BibTeX TR2024-039 PDF
- @inproceedings{Nagai2024apr,
- author = {Nagai, Yukimasa and Guo, Jianlin and Sumi, Takenori and Parsons, Kieran and Orlik, Philip V. and Rolfe, Benjamin A. and Wang, Pu},
- title = {Improve IEEE 802.15.4 Network Reliability by Suspendable CSMA/CA},
- booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
- year = 2024,
- month = apr,
- url = {https://www.merl.com/publications/TR2024-039}
- }
, - "Tracking Beyond the Unambiguous Range with Modulo Single-Photon Lidar", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10446835, March 2024, pp. 6-10.BibTeX TR2024-021 PDF
- @inproceedings{Fernandez-Menduina2024mar,
- author = {Fernandez-Menduina, Samuel and Rapp, Joshua and Mansour, Hassan and Greiff, Marcus and Parsons, Kieran},
- title = {Tracking Beyond the Unambiguous Range with Modulo Single-Photon Lidar},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {6--10},
- month = mar,
- doi = {10.1109/ICASSP48485.2024.10446835},
- url = {https://www.merl.com/publications/TR2024-021}
- }
, - "Why Does Differential Privacy with Large ε Defend Against Practical Membership Inference Attacks?", AAAI Workshop on Privacy-Preserving Artificial Intelligence, February 2024.BibTeX TR2024-009 PDF
- @inproceedings{Lowy2024feb2,
- author = {Lowy, Andrew and Li, Zhuohang and Liu, Jing and Koike-Akino, Toshiaki and Parsons, Kieran and Wang, Ye},
- title = {Why Does Differential Privacy with Large ε Defend Against Practical Membership Inference Attacks?},
- booktitle = {AAAI Workshop on Privacy-Preserving Artificial Intelligence},
- year = 2024,
- month = feb,
- url = {https://www.merl.com/publications/TR2024-009}
- }
, - "LoDA: Low-Dimensional Adaptation of Large Language Models", Advances in Neural Information Processing Systems (NeurIPS) workshop, December 2023.BibTeX TR2023-150 PDF
- @inproceedings{Liu2023dec,
- author = {Liu, Jing and Koike-Akino, Toshiaki and Wang, Pu and Brand, Matthew and Wang, Ye and Parsons, Kieran},
- title = {LoDA: Low-Dimensional Adaptation of Large Language Models},
- booktitle = {Advances in Neural Information Processing Systems (NeurIPS) workshop},
- year = 2023,
- month = dec,
- url = {https://www.merl.com/publications/TR2023-150}
- }
, - "Exploring User-level Gradient Inversion with a Diffusion Prior", International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS, December 2023.BibTeX TR2023-149 PDF
- @inproceedings{Li2023dec,
- author = {Li, Zhuohang and Lowy, Andrew and Liu, Jing and Koike-Akino, Toshiaki and Malin, Bradley and Parsons, Kieran and Wang, Ye},
- title = {Exploring User-level Gradient Inversion with a Diffusion Prior},
- booktitle = {International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS},
- year = 2023,
- month = dec,
- url = {https://www.merl.com/publications/TR2023-149}
- }
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- "Improve IEEE 802.15.4 Network Reliability by Suspendable CSMA/CA", IEEE Wireless Communications and Networking Conference (WCNC), April 2024.
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Videos
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MERL Issued Patents
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Title: "System and Method for Active Carrier Sense Based CSMA/CA for IEEE 802.15.4 System to Avoid Packet Discard Caused by Interference"
Inventors: Guo, Jianlin; Orlik, Philip V.; Nagai, Yukimasa; Sumi, Takenori; Wang, Pu; Parsons, Kieran
Patent No.: 11,985,705
Issue Date: May 14, 2024 -
Title: "Frequency Modulated Image Reconstruction"
Inventors: Millar, David; Wang, Pu; Parsons, Kieran; Orlik, Philip V.
Patent No.: 11,346,932
Issue Date: May 31, 2022 -
Title: "Optical Coherence Tomography (OCT) System for Producing Profilometry Measurements of a Specimen"
Inventors: Millar, David; Yurdakul, Celalettin; Wang, Pu; Parsons, Kieran
Patent No.: 11,262,184
Issue Date: Mar 1, 2022 -
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: "Loose Optical Fiber Tethering Of Multiple Satellites"
Inventors: Parsons, Kieran; Weiss, Avishai; Orlik, Philip V.; Di Cairano, Stefano
Patent No.: 10,892,826
Issue Date: Jan 12, 2021 -
Title: "Optical Ring circuit with electrical filter"
Inventors: Kojima, Keisuke; Teng, Min; Koike-Akino, Toshiaki; Lin, Chungwei; Parsons, Kieran; Gotoda, Mitsunobu; Akiyama, Koichi
Patent No.: 10,838,282
Issue Date: Nov 17, 2020 -
Title: "System and Method for Short Block Length Distribution Matching"
Inventors: Millar, David; Koike-Akino, Toshiaki; Parsons, Kieran; Kojima, Keisuke
Patent No.: 10,749,554
Issue Date: Aug 18, 2020 -
Title: "Pilot-Aided Carrier Phase Estimation for Optical Communications"
Inventors: Millar, David; Pajovic, Milutin; Koike-Akino, Toshiaki; Kojima, Keisuke; Parsons, Kieran
Patent No.: 10,554,309
Issue Date: Feb 4, 2020 -
Title: "Short Block Length Distribution Matching Algorithm"
Inventors: Millar, David; Fehenberger, Tobias; Koike-Akino, Toshiaki; Kojima, Keisuke; Parsons, Kieran
Patent No.: 10,541,711
Issue Date: Jan 21, 2020 -
Title: "Distribution Matcher"
Inventors: Millar, David; Fehenberger, Tobias; Koike-Akino, Toshiaki; Parsons, Kieran; Kojima, Keisuke
Patent No.: 10,516,503
Issue Date: Dec 24, 2019 -
Title: "Optical Signal Transmitter and Optical Signal Encoder Using Constant Modulus Formats, and Method for Generating Modulation Codes"
Inventors: Kojima, Keisuke; Yoshida, Tsuyoshi; Koike-Akino, Toshiaki; Millar, David; Parsons, Kieran
Patent No.: 10,320,486
Issue Date: Jun 11, 2019 -
Title: "Partition Based Distribution Matcher for Probabilistic Constellation Shaping"
Inventors: Millar, David; Fehenberger, Tobias; Koike-Akino, Toshiaki; Kojima, Keisuke; Parsons, Kieran
Patent No.: 10,069,519
Issue Date: Sep 4, 2018 -
Title: "Frequency Domain Equalizer for Optical Communications"
Inventors: Millar, David; Paskov, Milen; Koike-Akino, Toshiaki; Parsons, Kieran; Kojima, Keisuke
Patent No.: 9,917,712
Issue Date: Mar 13, 2018 -
Title: "Methods for Compensation of Cross-Polarization Modulation (XPolM) Impairments in Coherent Optical Communications"
Inventors: Pajovic, Milutin; Parsons, Kieran; Millar, David; Koike-Akino, Toshiaki; Kojima, Keisuke
Patent No.: 9,906,308
Issue Date: Feb 27, 2018 -
Title: "Resource Aware Routing in Heterogeneous Wireless Networks"
Inventors: Guo, Jianlin; Orlik, Philip V.; Parsons, Kieran
Patent No.: 9,900,824
Issue Date: Feb 20, 2018 -
Title: "Synchronized Multi-Sink Routing for Wireless Networks"
Inventors: Guo, Jianlin; Orlik, Philip V.; Parsons, Kieran
Patent No.: 9,826,493
Issue Date: Nov 21, 2017 -
Title: "Optical Signal Transmitter and Optical Communication System Using Constant Modulus Formats, and Method for Generating Modulation Codes"
Inventors: Kojima, Keisuke; Yoshida, Tsuyoshi; Koike-Akino, Toshiaki; Millar, David; Parsons, Kieran
Patent No.: 9,806,739
Issue Date: Oct 31, 2017 -
Title: "Fast Log-Likelihood Ratio (LLR) Computation for Decoding High-Order and High-Dimensional Modulation Schemes"
Inventors: Millar, David; Koike-Akino, Toshiaki; Kojima, Keisuke; Parsons, Kieran
Patent No.: 9,749,089
Issue Date: Aug 29, 2017 -
Title: "Energy Efficient Management of Heterogeneous Multi-Hop Wireless Networks"
Inventors: Guo, Jianlin; Liu, Kaikai; Orlik, Philip V.; Parsons, Kieran
Patent No.: 9,736,771
Issue Date: Aug 15, 2017 -
Title: "Method for Generating Constant Modulus Multi-Dimensional Modulations for Coherent Optical Communications"
Inventors: Kojima, Keisuke; Millar, David; Koike-Akino, Toshiaki; Parsons, Kieran
Patent No.: 9,621,275
Issue Date: Apr 11, 2017 -
Title: "Adaptive Error Correction Code for Optical Super-Channels"
Inventors: Kojima, Keisuke; Parsons, Kieran; Millar, David; Koike-Akino, Toshiaki
Patent No.: 9,584,256
Issue Date: Feb 28, 2017 -
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: "Inter-Channel Interference Management for Optical Super-Channels"
Inventors: Koike-Akino, Toshiaki; Kojima, Keisuke; Millar, David; Parsons, Kieran
Patent No.: 9,432,124
Issue Date: Aug 30, 2016 -
Title: "Discovering Stable Routes in Wireless Networks"
Inventors: Guo, Jianlin; Yang, Xin; Orlik, Philip V.; Parsons, Kieran
Patent No.: 9,407,559
Issue Date: Aug 2, 2016 -
Title: "Optical Channel Data Unit Switch with Distributed Control"
Inventors: Duan, Chunjie; Bhatti, Ghulam M.; Parsons, Kieran; Koguchi, Kazuumi; Kametani, Soichiro
Patent No.: 9,246,748
Issue Date: Jan 26, 2016 -
Title: "Passive Synchronization in Wireless Networks"
Inventors: Guo, Jianlin; Orlik, Philip V.; Parsons, Kieran
Patent No.: 9,226,253
Issue Date: Dec 29, 2015 -
Title: "Method for Clustering Devices in Machine-to-Machine Networks to Minimize Collisions"
Inventors: Guo, Jianlin; Orlik, Philip V.; Parsons, Kieran
Patent No.: 9,225,606
Issue Date: Dec 29, 2015 -
Title: "Method for Separating Multi-Component Signals"
Inventors: Sahinoglu, Zafer; Orlik, Philip V.; Parsons, Kieran
Patent No.: 9,190,955
Issue Date: Nov 17, 2015 -
Title: "Method for Discovering Neighboring Nodes in Wireless Networks"
Inventors: Guo, Jianlin; Orlik, Philip V.; Parsons, Kieran
Patent No.: 9,148,845
Issue Date: Sep 29, 2015 -
Title: "Adaptively Coding and Modulating Signals Transmitted Via Nonlinear Channels"
Inventors: Koike-Akino, Toshiaki; Parsons, Kieran; Duan, Chunjie; Kojima, Keisuke
Patent No.: 9,077,508
Issue Date: Jul 7, 2015 -
Title: "Methods for Energy Efficient Reoptimization of Optical Networks"
Inventors: Parsons, Kieran; Orlik, Philip V.
Patent No.: 8,891,967
Issue Date: Nov 18, 2014 -
Title: "Methods for Determining Energy Efficient Optical Routes"
Inventors: Yim, Man Hei Raymond; Parsons, Kieran
Patent No.: 8,634,714
Issue Date: Jan 21, 2014 -
Title: "Iterative Carrier Phase Compensation in Coherent Fiber Optic Receivers"
Inventors: Duan, Chunjie; Parsons, Kieran; Orlik, Philip V.
Patent No.: 8,498,544
Issue Date: Jul 30, 2013 -
Title: "Adaptive Cross-Polarization Modulation Cancellers for Coherent Optical Communication System"
Inventors: Koike-Akino, Toshiaki; Parsons, Kieran; Liu, Cheng
Patent No.: 8,472,809
Issue Date: Jun 25, 2013 -
Title: "Cross-Free High-Dimensional Constellations for Dual-Polarized Non-Linear Fiber-Optic Communications"
Inventors: Koike-Akino, Toshiaki; Orlik, Philip V.; Parsons, Kieran
Patent No.: 8,433,205
Issue Date: Apr 30, 2013 -
Title: "Method for Performing Soft Decision Decoding of Euclidean Space Reed-Muller Codes"
Inventors: Orlik, Philip V.; Yim, Man Hei Raymond; Parsons, Kieran; Tarokh, Vahid; Zhang, Jinyun
Patent No.: 8,245,116
Issue Date: Aug 14, 2012
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Title: "System and Method for Active Carrier Sense Based CSMA/CA for IEEE 802.15.4 System to Avoid Packet Discard Caused by Interference"