Nuria Gonzalez Prelcic

Also known as: González-Prelcic, Nuria

https://orcid.org/0000-0002-0828-8454

Dr. González Prelcic received her Ph.D. in Electrical Engineering in 2000 from the University of Vigo, Spain. She joined the faculty at the University of California San Diego as a Full Professor in 2023. She was previously an Associate Professor in the ECE Department at NC State, USA, (2020-2023) and in the Signal Theory and Communications Department at the University of Vigo, Spain, (2000-2018). She was a visiting Professor/Senior Research Scientist at the University of Texas at Austin (2018-2020). She was also the founding director of the Atlantic Research Center for Information and Communication Technologies (atlanTTic) at the University of Vigo (2008-2017). She is an Editor for IEEE Transactions on Wireless Communications. She is an elected member of the IEEE SP Society Integrated Sensing and Communication Technical Working Group, IEEE Sensor Array and Multichannel Technical Committee and the IEEE Signal Processing for Communications and Networking Committee. Her main research interests include signal processing and machine learning for wireless communications, with a focus on MIMO processing for mmWave communication, joint localization and communication, joint sensing and communication, sensor-aided communication, signal processing under hardware impairments, vehicular communication, and multiantenna technology for LEO satellite communication. She has published more than 150 papers in these areas, including a highly cited tutorial on signal processing for mmWave MIMO published in the IEEE Journal of Selected Topics in Signal Processing which has received the 2020 IEEE SPS Donald G. Fink Overview Paper Award, and a paper pioneering the idea of enabling automotive radar with a WiFi waveform that won the 2022 IEEE Vehicular Technology Society Best Vehicular Electronics Paper Award. She is the lead editor in the forthcoming special issue on integrated sensing and communication featured by the IEEE Signal Processing Magazine.

Works (109)

Updated: July 5th, 2023 14:40

2023 journal article

A Novel Approach for Unit-Modulus Least-Squares Optimization Problems

IEEE SIGNAL PROCESSING LETTERS, 30, 224–228.

co-author countries: Romania 🇷🇴 United States of America 🇺🇸
author keywords: Optimization; Iterative methods; Millimeter wave communication; Linear programming; Signal processing algorithms; Radio frequency; Precoding; Manifold optimization; unit modulus; constant magnitude; hybrid precoding and combining
Sources: ORCID, Web Of Science
Added: March 9, 2023

2023 journal article

Deep Learning-Based Link Configuration for Radar-Aided Multiuser mmWave Vehicle-to-Infrastructure Communication

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 72(6), 7454–7468.

co-author countries: United States of America 🇺🇸
author keywords: Index Terms-Radar-aided mmWave communication; vechicle-to-infrastructure (V2I); mmWave MIMO; automotive radar; deep learning-based link configuration; out-of-band information; beyond 5G; 6G
Sources: ORCID, Web Of Science
Added: January 24, 2023

2023 journal article

Hybrid mmWave MIMO Systems Under Hardware Impairments and Beam Squint: Channel Model and Dictionary Learning-Aided Configuration

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 22(10), 6898–6913.

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: Dictionary learning; millimeter wave (mmWave); massive MIMO; beam squint; spatial wideband effect; hardware impairments; mutual coupling; antenna spacing error; channel estimation; sparse coding; dictionary update
Sources: ORCID, Web Of Science
Added: March 1, 2023

2022 article

Beam Codebook Design for Joint Initial Access and Localization in mmWave Networks

2022 56TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, pp. 919–924.

co-author countries: Romania 🇷🇴 United States of America 🇺🇸
author keywords: mmWave; beam codebook design; compressed channel estimation; mutual coherence; localization
Sources: Web Of Science, ORCID
Added: June 5, 2023

2022 journal article

Beamformer Design and Optimization for Joint Communication and Full-Duplex Sensing at mm-Waves

IEEE TRANSACTIONS ON COMMUNICATIONS, 70(12), 8298–8312.

co-author countries: Finland 🇫🇮 United States of America 🇺🇸
author keywords: Sensors; Array signal processing; Radar; Radio frequency; Optimization; Antenna arrays; Reflection; Beamforming; full-duplex; joint communication and sensing; mm-wave; monostatic radar; self-interference
Sources: ORCID, Web Of Science
Added: November 4, 2022

2022 journal article

Hybrid Beamforming Designs for Frequency-Selective mmWave MIMO Systems With Per-RF Chain or Per-Antenna Power Constraints

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 21(8), 5770–5784.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: Radio frequency; OFDM; Hybrid power systems; MIMO communication; Antennas; Wireless communication; Computer architecture; Frequency-selective channel; hybrid analog; digital precoding; millimeter wave communications; per-antenna power constraints
Sources: ORCID, Web Of Science
Added: August 13, 2022

2021 journal article

Bayesian Predictive Beamforming for Vehicular Networks: A Low-Overhead Joint Radar-Communication Approach

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(3), 1442–1456.

co-author countries: Australia 🇦🇺 China 🇨🇳 United Kingdom of Great Britain and Northern Ireland 🇬🇧 United States of America 🇺🇸
author keywords: Radar tracking; Tracking; Array signal processing; Estimation; OFDM; Message passing; Dual-functional radar-communication; beam tracking; factor graph; vehicular networks
Sources: ORCID, Web Of Science
Added: March 10, 2021

2021 journal article

Deep Transfer Learning for Site-Specific Channel Estimation in Low-Resolution mmWave MIMO

IEEE WIRELESS COMMUNICATIONS LETTERS, 10(7), 1424–1428.

By: W. Alves*, I. Correa*, N. Gonzalez-Prelcic n & A. Klautau*

co-author countries: Brazil 🇧🇷 United States of America 🇺🇸
author keywords: Deep learning; deep transfer learning; channel estimation; mmWave; quantized MIMO
Sources: Web Of Science, ORCID
Added: July 26, 2021

2021 journal article

Site-Specific Online Compressive Beam Codebook Learning in mmWave Vehicular Communication

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(5), 3122–3136.

By: Y. Wang*, N. Myers*, N. Gonzalez-Prelcic n & R. Heath n

co-author countries: United States of America 🇺🇸
author keywords: Training; Channel estimation; Antenna arrays; Wireless communication; Ray tracing; Millimeter wave communication; Standards; Vehicular communication; compressed sensing (CS); beamforming; mm-Wave
Sources: ORCID, Web Of Science
Added: May 10, 2021

2021 journal article

Wideband Channel Tracking and Hybrid Precoding for mmWave MIMO Systems

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(4), 2161–2174.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: Channel estimation; MIMO communication; Antenna arrays; Narrowband; Wireless communication; 5G mobile communication; Correlation; Antenna arrays; beam training; channel estimation; channel tracking; millimeter wave; MIMO
Sources: ORCID, Web Of Science
Added: April 10, 2021

2020 conference paper

5G V2X communication at millimeter wave: Rate maps and use cases

IEEE Vehicular Technology Conference, 2020-May.

By: W. Zheng*, A. Ali*, N. Gonzalez-Prelcic*, R. Heath*, A. Klautau* & E. Pari*

co-author countries: Brazil 🇧🇷 Japan 🇯🇵 United States of America 🇺🇸

Contributors: W. Zheng*, A. Ali*, N. Gonzalez-Prelcic*, R. Heath*, A. Klautau* & E. Pari*

Source: ORCID
Added: October 8, 2020

2020 conference paper

Deep Learning-Based Beam Alignment in Mmwave Vehicular Networks

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2020-May, 8569–8573.

co-author countries: United States of America 🇺🇸

Contributors: N. Myers*, Y. Wang*, N. Gonzalez-Prelcic* & R. Heath*

Source: ORCID
Added: October 8, 2020

2020 journal article

Dictionary Learning for Channel Estimation in Hybrid Frequency-Selective mmWave MIMO Systems

IEEE Transactions on Wireless Communications, 19(11), 7407–7422.

co-author countries: United States of America 🇺🇸
author keywords: Dictionaries; Channel estimation; Antenna arrays; MIMO communication; Hardware; Calibration; Channel models; Dictionary learning; compressive sensing; mmWave MIMO; channel estimation; manufacturing errors; array calibration; array manifold disturbance; antenna gain; phase error; mutual coupling; hybrid architecture; ADMM; sparse coding
Source: ORCID
Added: November 15, 2020

2020 journal article

Leveraging Sensing at the Infrastructure for mmWave Communication

IEEE COMMUNICATIONS MAGAZINE, 58(7), 84–89.

co-author countries: United States of America 🇺🇸

Contributors: A. Ali*, N. Gonzalez-Prelcic n, R. Heath* & A. Ghosh

author keywords: Intelligent sensors; Radar; Radar antennas; Roads; Millimeter wave communication; Antenna arrays
Sources: ORCID, Web Of Science
Added: August 24, 2020

2020 journal article

Passive Radar at the Roadside Unit to Configure Millimeter Wave Vehicle-to-Infrastructure Links

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 69(12), 14903–14917.

co-author countries: United States of America 🇺🇸
author keywords: Passive radar; Antenna arrays; Radar antennas; Measurement; Receivers; Wireless communication; Out-of-band information; millimeter wave communications; FMCW radar; radar-aided communication; beyond 5G
Sources: ORCID, Web Of Science
Added: January 23, 2021

2020 journal article

Spatial Channel Covariance Estimation for Hybrid Architectures Based on Tensor Decompositions

IEEE Transactions on Wireless Communications, 19(2), 1084–1097.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: Tensor decomposition; spatial channel covariance; hybrid precoding; covariance estimation; millimeter wave
Source: ORCID
Added: September 11, 2020

2019 conference paper

Analog beamforming for full-duplex millimeter wave communication

Proceedings of the International Symposium on Wireless Communication Systems, 2019-August, 687–691.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: October 8, 2020

2019 conference paper

Automotive radar radiations as signals of opportunity for millimeter wave V2I links

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2019-November, 554–558.

co-author countries: United States of America 🇺🇸

Contributors: A. Ali*, N. Gonzalez-Prelcic* & A. Ghosh

Source: ORCID
Added: October 8, 2020

2019 conference paper

Beamformer design for full-duplex amplify-and-forward millimeter wave relays

Proceedings of the International Symposium on Wireless Communication Systems, 2019-August, 86–90.

co-author countries: Spain 🇪🇸
Source: ORCID
Added: October 8, 2020

2019 journal article

Channel Estimation for Hybrid mmWave MIMO Systems With CFO Uncertainties

IEEE Transactions on Wireless Communications, 18(10), 4636–4652.

By: J. Rodriguez-Fernandez* & N. Gonzalez-Prelcic*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Rodriguez-Fernandez* & N. Gonzalez-Prelcic*

author keywords: Millimeter wave MIMO; hybrid architecture; channel estimation; carrier frequency offset; synchronization
Source: ORCID
Added: October 8, 2020

2019 conference paper

Detection and Channel Equalization with Deep Learning for Low Resolution MIMO Systems

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2018-October, 1836–1840.

co-author countries: Brazil 🇧🇷 United States of America 🇺🇸

Contributors: A. Klautau*, N. Gonzalez-Prelcic*, A. Mezghani* & R. Heath*

Source: ORCID
Added: September 11, 2020

2019 conference paper

Frequency-selective Hybrid Precoding and Combining for Mmwave Mimo Systems with Per-antenna Power Constraints

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2019-May, 4794–4798.

Contributors: J. Rodríguez-Fernández*, R. López-Valcarce* & N. González-Prelcic*

Source: ORCID
Added: October 8, 2020

2019 conference paper

Hybrid precoding and combining for full-duplex millimeter wave communication

2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings.

By: J. Palacios*, J. Rodriguez-Fernandez* & N. Gonzalez-Prelcic*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Palacios*, J. Rodriguez-Fernandez* & N. Gonzalez-Prelcic*

Source: ORCID
Added: October 8, 2020

2019 conference paper

Joint Position, Orientation and Channel Estimation in Hybrid mmWAVE MIMO Systems

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2019-November, 1453–1458.

co-author countries: United States of America 🇺🇸
Source: ORCID
Added: October 8, 2020

2019 conference paper

Joint Synchronization and Compressive Estimation for Frequency-Selective mmWave MIMO Systems

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2018-October, 1280–1286.

By: J. Rodriguez-Fernandez* & N. Gonzalez-Prelcic*

co-author countries: United States of America 🇺🇸

Contributors: J. Rodriguez-Fernandez* & N. Gonzalez-Prelcic*

Source: ORCID
Added: October 8, 2020

2019 journal article

LIDAR Data for Deep Learning-Based mmWave Beam-Selection

IEEE Wireless Communications Letters, 8(3), 909–912.

By: A. Klautau*, N. Gonzalez-Prelcic* & R. Heath*

co-author countries: Brazil 🇧🇷 United States of America 🇺🇸

Contributors: A. Klautau*, N. González-Prelcic* & R. Heath*

author keywords: LIDAR; mmWave; machine learning; deep learning; convolutional networks
Source: ORCID
Added: September 11, 2020

2019 conference paper

Low Complexity Transform Coding for Millimeter Wave MIMO CSI Compression

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2018-October, 1582–1586.

By: B. Boas*, N. Fonseca*, A. Klautau* & N. Gonzalez-Prelcic*

co-author countries: Brazil 🇧🇷 United States of America 🇺🇸

Contributors: B. Boas*, N. Fonseca*, A. Klautau* & N. Gonzalez-Prelcic*

Source: ORCID
Added: October 8, 2020

2019 conference paper

Managing Hardware Impairments in Hybrid Millimeter Wave Mimo Systems: A Dictionary Learning-Based Approach

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2019-November, 168–172.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Palacios*, N. Gonzalez-Prelcic* & J. Widmer*

Source: ORCID
Added: October 8, 2020

2019 conference paper

Measuring radar and communication congruence at millimeter wave frequencies

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2019-November, 925–929.

co-author countries: United States of America 🇺🇸
Source: ORCID
Added: October 8, 2020

2019 conference paper

Millimeter wave V2I beam-training using base-station mounted radar

2019 IEEE Radar Conference, RadarConf 2019.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: A. Ali*, N. Gonzalez-Prelcic* & A. Ghosh

Source: ORCID
Added: October 8, 2020

2019 journal article

Optimal Frequency-Flat Precoding for Frequency-Selective Millimeter Wave Channels

IEEE Transactions on Wireless Communications, 18(11), 5098–5112.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: Antenna arrays; MIMO communication; OFDM; Frequency estimation; Estimation; Receiving antennas; Transmitting antennas; Millimeter wave communications; hybrid architecture; compressive subspace estimation; antenna beam-squint; frequency-selective systems; optimal precoders
Source: ORCID
Added: September 11, 2020

2019 conference paper

Position and LIDAR-Aided mmWave Beam Selection using Deep Learning

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2019-July.

By: M. Dias*, A. Klautau*, N. Gonzalez-Prelcic* & R. Heath*

co-author countries: Brazil 🇧🇷 United States of America 🇺🇸

Contributors: M. Dias*, A. Klautau*, N. Gonzalez-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2019 conference paper

Position-Aided Compressive Channel Estimation and Tracking for Millimeter Wave Multi-User MIMO Air-to-Ground Communications

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2019-July.

By: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic*, I. Pamplona-Trindade* & A. Klautau*

co-author countries: Brazil 🇧🇷 Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic*, I. Pamplona-Trindade* & A. Klautau*

Source: ORCID
Added: October 8, 2020

2019 conference paper

Position-Aided Compressive Channel Tracking for Wideband Millimeter Wave Multi-User Communication

IEEE International Conference on Communications, 2019-May.

By: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic* & T. Shimizu

co-author countries: United States of America 🇺🇸

Contributors: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic* & T. Shimizu

Source: ORCID
Added: October 8, 2020

2019 conference paper

Robust analog precoding designs for millimeter wave MIMO transceivers

WSA 2016 - 20th International ITG Workshop on Smart Antennas, 8–15. http://www.scopus.com/inward/record.url?eid=2-s2.0-85073573477&partnerID=MN8TOARS

By: P. Xia, R. Heath & N. Prelcic

Contributors: P. Xia, R. Heath & N. Prelcic

Source: ORCID
Added: October 8, 2020

2019 journal article

Spatial Covariance Estimation for Millimeter Wave Hybrid Systems Using Out-of-Band Information

IEEE Transactions on Wireless Communications, 18(12), 5471–5485.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: Covariance estimation; out-of-band information; hybrid analog-digital precoding; millimeter-wave communications; subspace perturbation analysis
Source: ORCID
Added: September 11, 2020

2019 conference paper

Spatial channel covariance estimation for the hybrid architecture at a base station: A tensor-decomposition-based approach

2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings, 1008–1012.

co-author countries: United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2018 conference paper

5G MIMO data for machine learning: Application to beam-selection using deep learning

2018 Information Theory and Applications Workshop, ITA 2018.

co-author countries: Brazil 🇧🇷 Spain 🇪🇸 United States of America 🇺🇸

Contributors: A. Klautau*, P. Batista*, N. Gonzalez-Prelcic*, Y. Wang* & R. Heath*

Source: ORCID
Added: September 11, 2020

2018 conference paper

A UAV-Based Traffic Monitoring System - Invited Paper

IEEE Vehicular Technology Conference, 2018-June, 1–5.

Source: ORCID
Added: September 11, 2020

2018 conference paper

A compressive sensing-maximum likelihood approach for off-grid wideband channel estimation at mmWave

2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017, 2017-December, 1–5.

Contributors: J. Rodríguez-Fernández*, N. González-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2018 journal article

Algorithms for the construction of incoherent frames under various design constraints

Signal Processing, 152, 363–372.

author keywords: Grassmannian frames; Coherence; Compressed sensing
Source: ORCID
Added: September 11, 2020

2018 journal article

Channel Estimation and Hybrid Precoding for Frequency Selective Multiuser mmWave MIMO Systems

IEEE Journal of Selected Topics in Signal Processing, 12(2), 353–367.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Gonzalez-Coma*, J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic*, L. Castedo* & R. Heath*

author keywords: Antenna arrays; compressive estimation; frequency selective channel; hybrid precoding; millimeter wave MIMO; MMSE; multiuser; OFDM
Source: ORCID
Added: September 11, 2020

2018 conference paper

Channel Estimation for Frequency-Selective mmWave MIMO Systems with Beam-Squint

2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings.

Contributors: J. Rodríguez-Fernández* & N. González-Prelcic*

Source: ORCID
Added: October 8, 2020

2018 conference paper

Channel estimation for millimeter wave MIMO systems in the presence of CFO uncertainties

IEEE International Conference on Communications, 2018-May.

Contributors: J. Rodríguez-Fernández*, N. González-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2018 journal article

Erratum: Deep convolutional neural models for picture-quality prediction (IEEE Signal Processing Magazine (2017) 34: 6 (130-141) DOI: 10.1109/MSP.2017.2736018)

IEEE Signal Processing Magazine, 35(5), 186.

By: R. Heath* & N. Gonzalez-Prelcic

Contributors: R. Heath* & N. Gonzalez-Prelcic

Source: ORCID
Added: September 11, 2020

2018 journal article

Frequency-Domain Compressive Channel Estimation for Frequency-Selective Hybrid Millimeter Wave MIMO Systems

IEEE Transactions on Wireless Communications, 17(5), 2946–2960.

By: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic*, K. Venugopal* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic*, K. Venugopal* & R. Heath*

author keywords: Wideband channel estimation; millimeter wave MIMO; hybrid architecture
Source: ORCID
Added: September 11, 2020

2018 journal article

IEEE 802.11ad-Based Radar: An Approach to Joint Vehicular Communication-Radar System

IEEE Transactions on Vehicular Technology, 67(4), 3012–3027.

co-author countries: Spain 🇪🇸 Korea (Republic of) 🇰🇷 United States of America 🇺🇸

Contributors: P. Kumari*, J. Choi*, N. Gonzalez-Prelcic* & R. Heath*

author keywords: Automotive radar; IEEE 802.11ad; millimeter wave communication; millimeter wave radar; performance analysis; vehicular communications
Source: ORCID
Added: September 11, 2020

2018 journal article

Millimeter Wave Beam-Selection Using Out-of-Band Spatial Information

IEEE Transactions on Wireless Communications, 17(2), 1038–1052.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: Millimeter wave communications; beam-selection; out-of-band information; weighted compressed sensing; structured random codebooks
Source: ORCID
Added: September 11, 2020

2018 conference paper

Position-aided compressive channel estimation and tracking for millimeter wave multi-user MIMO Air-to-Air Communications

2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings, 1–6.

Contributors: J. Rodríguez-Fernández*, N. González-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2017 conference paper

A frequency-domain approach to wideband channel estimation in millimeter wave systems

IEEE International Conference on Communications.

By: J. Rodriguez-Fernandez*, K. Venugopal*, N. Gonzalez-Prelcic* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Rodriguez-Fernandez*, K. Venugopal*, N. Gonzalez-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2017 conference paper

Channel Estimation and Hybrid Precoding/Combining for Frequency Selective Multiuser mmWave Systems

2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings, 2018-January, 1–6.

co-author countries: Spain 🇪🇸

Contributors: J. Gonzalez-Coma*, J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic* & L. Castedo*

Source: ORCID
Added: October 8, 2020

2017 journal article

Channel Estimation for Hybrid Architecture-Based Wideband Millimeter Wave Systems

IEEE Journal on Selected Areas in Communications, 35(9), 1996–2009.

By: K. Venugopal*, A. Alkhateeb*, N. Gonzalez Prelcic* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: K. Venugopal*, A. Alkhateeb*, N. Gonzalez Prelcic* & R. Heath*

author keywords: Millimeter wave communications; channel estimation; frequency-selective channel; hybrid precoder-combiner; compressed sensing; sparse recovery; multi-stream; MIMO; IEEE 802.11ad
Source: ORCID
Added: September 11, 2020

2017 conference paper

Channel estimation in mixed hybrid-low resolution MIMO architectures for mmWave communication

Conference Record - Asilomar Conference on Signals, Systems and Computers, 768–773.

By: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2017 conference paper

Estimating millimeter wave channels using out-of-band measurements

2016 Information Theory and Applications Workshop, ITA 2016.

Source: ORCID
Added: September 11, 2020

2017 conference paper

Exploiting Common Sparsity for Frequency-Domain Wideband Channel Estimation at mmWave

2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings, 2018-January, 1–6.

By: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic*, K. Venugopal* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: J. Rodriguez-Fernandez*, N. Gonzalez-Prelcic*, K. Venugopal* & R. Heath*

Source: ORCID
Added: September 11, 2020

2017 conference paper

Frequency selective multiuser hybrid precoding for mmWave systems with imperfect channel knowledge

Conference Record - Asilomar Conference on Signals, Systems and Computers, 291–295.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2017 journal article

Millimeter-Wave Communication with Out-of-Band Information

IEEE Communications Magazine, 55(12), 140–146.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2017 journal article

Optimality of Frequency Flat Precoding in Frequency Selective Millimeter Wave Channels

IEEE Wireless Communications Letters, 6(3), 330–333.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: Millimeter wave communications; hybrid architecture; subspace estimation
Source: ORCID
Added: September 11, 2020

2017 conference paper

Radar aided beam alignment in MmWave V2I communications supporting antenna diversity

2016 Information Theory and Applications Workshop, ITA 2016.

By: N. González-Prelcic*, R. Méndez-Rial* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: N. González-Prelcic*, R. Méndez-Rial* & R. Heath*

Source: ORCID
Added: September 11, 2020

2017 article

Security in automotive radar and vehicular networks

Microwave Journal, Vol. 60, pp. 148–164. http://www.scopus.com/inward/record.url?eid=2-s2.0-85021274268&partnerID=MN8TOARS

By: E. Yeh, C. Bhat, R. Heath, J. Choi & N. Prelcic

Contributors: E. Yeh, C. Bhat, R. Heath, J. Choi & N. Prelcic

Source: ORCID
Added: October 8, 2020

2017 conference paper

Time-domain channel estimation for wideband millimeter wave systems with hybrid architecture

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 6493–6497.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2016 journal article

An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems

IEEE Journal on Selected Topics in Signal Processing, 10(3), 436–453.

co-author countries: Spain 🇪🇸 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2016 conference paper

Array thinning for antenna selection in millimeter wave MIMO systems

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2016-May, 3416–3420.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2016 conference paper

Compressive channel estimation in FDD multi-cell massive MIMO systems with arbitrary arrays

2016 IEEE Globecom Workshops, GC Wkshps 2016 - Proceedings.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸 Viet Nam 🇻🇳

Contributors: N. Gonzalez-Prelcic*, K. Truongt, C. Rusu* & R. Heath*

Source: ORCID
Added: September 11, 2020

2016 journal article

Designing Incoherent Frames Through Convex Techniques for Optimized Compressed Sensing

IEEE Transactions on Signal Processing, 64(9), 2334–2344.

author keywords: Grassmannian frames; equiangular tight frames; incoherent frames; overcomplete dictionaries; compressed sensing
Source: ORCID
Added: October 8, 2020

2016 journal article

Fast Orthonormal Sparsifying Transforms Based on Householder Reflectors

IEEE Transactions on Signal Processing, 64(24), 6589–6599.

co-author countries: Spain 🇪🇸 United Kingdom of Great Britain and Northern Ireland 🇬🇧
author keywords: Sparsifying transforms; fast transforms; dictionary learning; compressed sensing
Source: ORCID
Added: September 11, 2020

2016 journal article

Hybrid MIMO Architectures for Millimeter Wave Communications: Phase Shifters or Switches?

IEEE Access, 4, 247–267.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: R. Mendez-Rial*, C. Rusu*, N. Gonzalez-Prelcic*, A. Alkhateeb* & R. Heath*

author keywords: Millimeter wave; hybrid architecture; switches; channel estimation; precoding
Source: ORCID
Added: September 11, 2020

2016 conference paper

Hybrid precoders and combiners for mmwave MIMO systems with per-antenna power constraints

2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2016 journal article

Introduction to the Special Issue on Signal Processing for Millimeter Wave Wireless Communications

IEEE Journal on Selected Topics in Signal Processing, 10(3), 433–435.

co-author countries: Spain 🇪🇸 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2016 conference paper

Investigating the IEEE 802.11ad standard for millimeter wave automotive radar

2015 IEEE 82nd Vehicular Technology Conference, VTC Fall 2015 - Proceedings.

Contributors: P. Kumari*, N. González-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2016 journal article

Low Complexity Hybrid Precoding Strategies for Millimeter Wave Communication Systems

IEEE Transactions on Wireless Communications, 15(12), 8380–8393.

By: C. Rusu*, R. Mendez-Rial*, N. Gonzalez-Prelcic* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: C. Rusu*, R. Mendez-Rial*, N. Gonzalez-Prelcic* & R. Heath*

author keywords: Millimeter wave communication; antenna arrays; precoding
Source: ORCID
Added: September 11, 2020

2016 conference paper

Low resolution adaptive compressed sensing for mmWave MIMO receivers

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2016-February, 1138–1143.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2016 journal article

Millimeter-Wave Vehicular Communication to Support Massive Automotive Sensing

IEEE Communications Magazine, 54(12), 160–167.

Source: ORCID
Added: September 11, 2020

2016 journal article

Properties of real and complex ETFs and their application to the design of low coherence frames

Linear Algebra and Its Applications, 508, 81–90.

author keywords: Equiangular tight frames; Mutual coherence; Average coherence
Source: ORCID
Added: September 11, 2020

2016 journal article

Robust Analog Precoding Designs for Millimeter Wave MIMO Transceivers with Frequency and Time Division Duplexing

IEEE Transactions on Communications, 64(11), 4622–4634.

co-author countries: China 🇨🇳 Spain 🇪🇸 United States of America 🇺🇸
author keywords: Millimeter Wave Communications; MIMO; Precoding; Beam Steering; Iterative Algorithms; Numerical Analysis
Source: ORCID
Added: September 11, 2020

2016 conference paper

The use of unit norm tight measurement matrices for one-bit compressed sensing

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2016-May, 4044–4048.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2015 conference paper

Adaptive hybrid precoding and combining in MmWave multiuser MIMO systems based on compressed covariance estimation

2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015, 213–216.

Contributors: R. Méndez-Rial*, N. González-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2015 conference paper

Adaptive one-bit compressive sensing with application to low-precision receivers at mmWave

2015 IEEE Global Communications Conference, GLOBECOM 2015.

By: C. Rusu*, R. Mendez-Rial*, N. Gonzalez-Prelcic* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: C. Rusu*, R. Mendez-Rial*, N. Gonzalez-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2015 conference paper

An attack on antenna subset modulation for millimeter wave communication

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2015-August, 2914–2918.

Source: ORCID
Added: September 11, 2020

2015 conference paper

Augmented covariance estimation with a cyclic approach in DOA

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2015-August, 2784–2788.

By: R. Mendez-Rial*, N. Gonzalez-Prelcic* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: R. Mendez-Rial*, N. Gonzalez-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2015 conference paper

Channel estimation and hybrid combining for mmWave: Phase shifters or switches?

2015 Information Theory and Applications Workshop, ITA 2015 - Conference Proceedings, 90–97.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: R. Mendez-Rial*, C. Rusu*, A. Alkhateeb*, N. Gonzalez-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2015 conference paper

Channel estimation in millimeter wave MIMO systems with one-bit quantization

Conference Record - Asilomar Conference on Signals, Systems and Computers, 2015-April, 957–961.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
Source: ORCID
Added: September 11, 2020

2015 conference paper

Dictionary-free hybrid precoders and combiners for mmWave MIMO systems

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2015-August, 151–155.

By: R. Mendez-Rial*, C. Rusu*, N. Gonzalez-Prelcic* & R. Heath*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸

Contributors: R. Mendez-Rial*, C. Rusu*, N. Gonzalez-Prelcic* & R. Heath*

Source: ORCID
Added: September 11, 2020

2014 conference paper

5G in space: PHY-Layer design for satellite communications using non-orthogonal multi-carrier transmission

2014 7th Advanced Satellite Multimedia Systems Conference and the 13th Signal Processing for Space Communications Workshop, ASMS/SPSC 2014, 2014-January, 190–196.

By: J. Dommel*, G. Boccolini*, L. Raschkowski*, S. Jaeckel*, L. Thiele*, T. Haustein*, N. Prelcic*

co-author countries: Germany 🇩🇪 Spain 🇪🇸

Contributors: J. Dommel*, G. Boccolini*, L. Raschkowski*, S. Jaeckel*, L. Thiele*, T. Haustein*, N. Prelcic*

Source: ORCID
Added: October 8, 2020

2014 conference paper

Circular sparse rulers based on co-prime sampling for compressive power spectrum estimation

2014 IEEE Global Communications Conference, GLOBECOM 2014, 3044–3050.

By: N. González-Prelcic* & M. Domínguez-Jiménez*

co-author countries: Spain 🇪🇸

Contributors: N. González-Prelcic* & M. Domínguez-Jiménez*

Source: ORCID
Added: October 8, 2020

2014 journal article

MIMO precoding and combining solutions for millimeter-wave systems

IEEE Communications Magazine, 52(12), 122–131.

Contributors: A. Alkhateeb*, J. Mo*, N. González-Prelcic* & R. Heath Jr

Source: ORCID
Added: September 11, 2020

2014 conference paper

Power spectrum blind sampling using optimal multicoset sampling patterns in the MSE sense

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1055–1059.

co-author countries: Spain 🇪🇸
Source: ORCID
Added: October 8, 2020

2014 conference paper

Sensitivity of compressive sensing architectures based on time interleaved analog-to-digital converters to channel mismatches

2014 IEEE 12th International New Circuits and Systems Conference, NEWCAS 2014, 45–48.

By: R. Méndez-Rial*, J. Caurel-Carrera* & N. González-Prelcic*

co-author countries: Spain 🇪🇸

Contributors: R. Méndez-Rial*, J. Caurel-Carrera* & N. González-Prelcic*

Source: ORCID
Added: October 8, 2020

2013 conference paper

A class of circular sparse rulers for compressive power spectrum estimation

European Signal Processing Conference. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901365760&partnerID=MN8TOARS

By: M. Dominguez-Jimenez & N. Gonzalez-Prelcic

Contributors: M. Dominguez-Jimenez & N. Gonzalez-Prelcic

Source: ORCID
Added: October 8, 2020

2013 conference paper

Power spectrum blind sampling using minimum mean square error and weighted least squares

Conference Record - Asilomar Conference on Signals, Systems and Computers, 153–157.

Source: ORCID
Added: October 8, 2020

2012 conference paper

Analysis and design of multirate synchronous sampling schemes for sparse multiband signals

European Signal Processing Conference, 1184–1188. http://www.scopus.com/inward/record.url?eid=2-s2.0-84869776929&partnerID=MN8TOARS

By: M. Domínguez-Jitnénez & N. González-Prelcic

Contributors: M. Domínguez-Jitnénez & N. González-Prelcic

Source: ORCID
Added: October 8, 2020

2012 conference paper

Design of universal multicoset sampling patterns for compressed sensing of multiband sparse signals

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3337–3340.

By: M. Domínguez-Jiménez, N. González-Prelcic*, G. Vazquez-Vilar* & R. López-Valcarce*

co-author countries: Spain 🇪🇸

Contributors: M. Domínguez-Jiménez, N. González-Prelcic*, G. Vazquez-Vilar* & R. López-Valcarce*

Source: ORCID
Added: October 8, 2020

2010 conference paper

Wideband spectral estimation from compressed measurements exploiting spectral a priori information in cognitive radio systems

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2958–2961.

author keywords: Spectral estimation; compressive sampling; cognitive radio
Source: ORCID
Added: October 8, 2020

2004 journal article

Linear boundary extensions for finite length signals and paraunitary two-channel filterbanks

IEEE Transactions on Signal Processing, 52(11), 3213–3226.

By: M. Jiménez* & N. Prelcic

co-author countries: Spain 🇪🇸

Contributors: M. Jiménez* & N. Prelcic

author keywords: border effects; boundary extensions; orthogonal transforms; smooth orthogonal extensions; two-channel filterbanks
Source: ORCID
Added: October 8, 2020

2002 conference paper

Polynomial extension method for size-limited paraunitary filter banks

European Signal Processing Conference, 2002-March. http://www.scopus.com/inward/record.url?eid=2-s2.0-84960896268&partnerID=MN8TOARS

By: M. Jimenez & N. Prelcic

Contributors: M. Jimenez & N. Prelcic

Source: ORCID
Added: October 8, 2020

2002 conference paper

Smooth orthogonal signal extensions for paraunitary tree-structured filter banks

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036297198&partnerID=MN8TOARS

By: M. Jiménez & N. Prelcic

Contributors: M. Jiménez & N. Prelcic

Source: ORCID
Added: October 8, 2020

2001 journal article

Adaptive tiling of the time-frequency plane with application to multiresolution-based perceptive audio coding

Signal Processing, 81(2), 301–319.

By: N. Prelcic* & A. Pena*

co-author countries: Spain 🇪🇸

Contributors: N. Prelcic* & A. Pena*

author keywords: tree structured filter banks; best basis selection; psychoacoustic model; perceptual audio coding
Source: ORCID
Added: October 8, 2020

2001 conference paper

Orthogonal extensions of AR processes without artificial discontinuities for size-limited filter banks

IEEE Workshop on Statistical Signal Processing Proceedings, 579–582. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035556105&partnerID=MN8TOARS

By: M. Domínguez Jiménez & N. González Prelcic

Contributors: M. Domínguez Jiménez & N. González Prelcic

Source: ORCID
Added: October 8, 2020

2001 journal article

Wavelet packet-based subband adaptive equalization

Signal Processing, 81(8), 1641–1662.

By: N. Prelcic*, F. González* & M. Jiménez*

co-author countries: Spain 🇪🇸

Contributors: N. Prelcic*, F. González* & M. Jiménez*

author keywords: adaptive filtering; channel equalization; wavelet packets; tree structured filter banks; best basis selection
Source: ORCID
Added: October 8, 2020

2000 conference paper

Design of non-expansionist and orthogonal extension methods for tree-structured filter banks

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, 532–535.

By: M. Dominguez Jimenez* & N. Gonzalez Prelcic*

co-author countries: Spain 🇪🇸

Contributors: M. Dominguez Jimenez* & N. Gonzalez Prelcic*

Source: ORCID
Added: October 8, 2020

2000 conference paper

New orthogonal extension methods for tree-structured filter banks

European Signal Processing Conference, 2015-March(March). http://www.scopus.com/inward/record.url?eid=2-s2.0-84937047372&partnerID=MN8TOARS

By: M. Jiménez & N. Prelcic

Contributors: M. Jiménez & N. Prelcic

Source: ORCID
Added: October 8, 2020

1999 conference paper

Processing finite length signals via filter banks without border distortions: A non-expansionist solution

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3, 1481–1484. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032639753&partnerID=MN8TOARS

By: M. Dominguez Jimenez & N. Gonzalez Prelcic

Contributors: M. Dominguez Jimenez & N. Gonzalez Prelcic

Source: ORCID
Added: October 8, 2020

1998 conference paper

Flexible structure for wavelet packet-based subband adaptive equalization

Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, 377–380. http://www.scopus.com/inward/record.url?eid=2-s2.0-0031632111&partnerID=MN8TOARS

By: N. Prelcic, F. Gonzalez & A. Gonzalez

Contributors: N. Prelcic, F. Gonzalez & A. Gonzalez

Source: ORCID
Added: October 8, 2020

1997 conference paper

Fast noise-scaling algorithm for uniform quantization in audio coding schemes

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, 339–342. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030644364&partnerID=MN8TOARS

By: C. Serantes, A. Pena & N. Prelcic

Contributors: C. Serantes, A. Pena & N. Prelcic

Source: ORCID
Added: October 8, 2020

1997 conference paper

Flexible tiling of the time axis for adaptive wavelet packet decompositions

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3, 2137–2140. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030649048&partnerID=MN8TOARS

By: A. Pena, N. Prelcic & C. Serantes

Contributors: A. Pena, N. Prelcic & C. Serantes

Source: ORCID
Added: October 8, 2020

1996 journal article

A comparison of system architectures for intelligent document understanding

Signal Processing: Image Communication, 9(1), 1–19.

By: G. Farrow*, C. Xydeas*, J. Oakley*, A. Khorabi* & N. Prelcic*

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧

Contributors: G. Farrow*, C. Xydeas*, J. Oakley*, A. Khorabi* & N. Prelcic*

author keywords: document understanding; page layout analysis; document image processing; ODA
Source: ORCID
Added: October 8, 2020

1996 journal article

A multipulse-like wavelet-based speech coder

Eurasip Journal on Applied Signal Processing, 3(2), 78–87. http://www.scopus.com/inward/record.url?eid=2-s2.0-17744406405&partnerID=MN8TOARS

By: N. González-Prelcic & D. Docampo

Contributors: N. González-Prelcic & D. Docampo

Source: ORCID
Added: October 8, 2020

1996 conference paper

Adaptive tree search algorithm with application to multiresolution based perceptive audio coding

Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, 117–120. http://www.scopus.com/inward/record.url?eid=2-s2.0-0029712709&partnerID=MN8TOARS

By: N. Gonzalez Prelcic & A. Pena

Contributors: N. Gonzalez Prelcic & A. Pena

Source: ORCID
Added: October 8, 2020

1996 conference paper

Interactive software for a hypertext course in wavelets

IEEE Digital Signal Processing Workshop, 105–108. http://www.scopus.com/inward/record.url?eid=2-s2.0-0029728710&partnerID=MN8TOARS

By: O. Marquez & N. Prelcic

Contributors: O. Marquez & N. Prelcic

Source: ORCID
Added: October 8, 2020

Employment

Updated: January 2nd, 2024 07:13

2024 - present

University of California, San Diego San Diego, CA, US
Professor ECE

2020 - 2023

NC State University Raleigh, NC, US
Associate Professor Electrical and Computer Engineering

2018 - 2020

The University of Texas at Austin Austin, Texas, US
Senior Research Scientist ECE

2000 - 2018

Universidade de Vigo Vigo, Pontevedra, ES
Associate Professor (currently on leave) Signal Theory and Communications

Education

Updated: October 8th, 2020 18:43

2020 - present

Universidade de Vigo Vigo, Galicia, ES
PhD Telecommunications Engineering

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