Compressed and Deep Sensing: Models, Structures, and Tasks

Informations projet

CoDeS

N° de convention de subvention: 101000967

DOI

10.3030/101000967

Date de signature de la CE 30 Avril 2021

Date de début 1 Juillet 2021

Date de fin 30 Juin 2026

Financé au titre de

• EXCELLENT SCIENCE - European Research Council (ERC)

Coût total

€ 3 000 000,00

Contribution de l’UE

€ 3 000 000,00

Coordonné par

WEIZMANN INSTITUTE OF SCIENCE
Israel

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Peer reviewed articles (17)

A Deep-Learning Approach to Spleen Volume Estimation in Patients with Gaucher Disease

Auteurs: Ido Azuri, Ameer Wattad, Keren Peri-Hanania, Tamar Kashti, Ronnie Rosen, Yaron Caspi, Majdolen Istaiti, Makram Wattad, Yaakov Applbaum, Ari Zimran, Shoshana Revel-Vilk, Yonina C. Eldar
Publié dans: Journal of Clinical Medicine, Numéro 12, 2023, Page(s) 5361, ISSN 2077-0383
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm12165361

Capacity Bounds for One-Bit MIMO Gaussian Channels With Analog Combining

Auteurs: Neil Irwin Bernardo, Jingge Zhu, Yonina C Eldar ,Jamie Evans
Publié dans: IEEE transactions on communications, Numéro 70(11), 2022, Page(s) 7224-7239, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2022.3208632

Modulo Sampling of FRI Signals

Auteurs: Satish Mulleti, Yonina C. Eldar
Publié dans: IEEE Access, Numéro 12, 2024, Page(s) 60369-60384, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3394035

Graph Signal Sampling Under Stochastic Priors

Auteurs: Junya Hara, Yuichi Tanaka and Yonina C Eldar
Publié dans: IEEE transactions on signal processing : a publication of the IEEE Signal Processing Society, Numéro 2023, 2023, Page(s) 1241-1434, ISSN 1941-0476
Éditeur: IEEE
DOI: 10.1109/tsp.2023.3267990

Near-field Wireless Power Transfer for 6G Internet-of-Everything Mobile Networks: Opportunities and Challenges

Auteurs: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F Imani , Yonina C Eldar
Publié dans: IEEE communications magazine, Numéro 60 (3), 2022, Page(s) 12-18, ISSN 0163-6804
Éditeur: Institute of Electrical and Electronics Engineers

Graph Signal Compression by Joint Quantization and Sampling

Auteurs: Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang ,Yonina C Eldar
Publié dans: IEEE transactions on signal processing, Numéro 70, 2022, Page(s) 4512-4527, ISSN 1053-587X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2022.3205474

Compressed Ultrasound Imaging: from Sub-Nyquist Rates to Super-Resolution: from Sub-Nyquist Rates to Super-Resolution

Auteurs: Oded Drori, Alon Mamistvalov, Oren Solomon ,Yonina Eldar
Publié dans: IEEE BITS the information theory magazine, Numéro 1(1), 2021, Page(s) 27-44, ISSN 2692-4110
Éditeur: IEEE
DOI: 10.1109/mbits.2021.3103144

Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI

Auteurs: Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
Publié dans: IEEE Transactions on Wireless Communications, Numéro 23, 2024, Page(s) 2486-2502, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2023.3303232

Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization

Auteurs: Nir Shlezinger, Yonina C Eldar ,Stephen P Boyd
Publié dans: IEEE access : practical innovations, open solutions, Numéro 10, 2022, Page(s) 115384-115398, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3218802

Nonlinear Waveform Inversion for Quantitative Ultrasound

Auteurs: Avner Shultzman, Yonina Eldar
Publié dans: IEEE transactions on computational imaging, Numéro 8, 2022, Page(s) 893-904, ISSN 2333-9403
Éditeur: IEEE
DOI: 10.1109/tci.2022.3208515

Deep-Learning Based Adaptive Ultrasound Imaging from Sub-Nyquist Channel Data

Auteurs: Alon Mamistvalov, Ariel Amar, Naama Kessler ,Yonina C. Eldar
Publié dans: IEEE transactions on ultrasonics, ferroelectrics, and frequency control, Numéro Vol.69(5), 2022, Page(s) 1638-1648, ISSN 0885-3010
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tuffc.2022.3160859

Beam Focusing for Near-Field Multiuser MIMO Communications

Auteurs: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
Publié dans: IEEE Transactions on Wireless Communications, Numéro 21, 2022, Page(s) 7476-7490, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2022.3158894

Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers

Auteurs: Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie Evans
Publié dans: IEEE Transactions on Signal Processing, Numéro 71, 2023, Page(s) 1551-1562, ISSN 1053-587X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2023.3269911

6G Wireless Communications: From Far-Field Beam Steering to Near-Field Beam Focusing

Auteurs: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Yonina C. Eldar
Publié dans: IEEE Communications Magazine, Numéro 61, 2023, Page(s) 72-77, ISSN 0163-6804
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2200259

A hardware prototype of wideband high-dynamic range analog-to-digital converter

Auteurs: Satish Mulleti*, Eliya Reznitskiy, Shlomi Savariego, Moshe Namer, Nimrod Glazer, Yonina C. Eldar
Publié dans: IET Circuits, Devices and Systems, Numéro 2023, 2023, ISSN 1751-858X
Éditeur: Institution of Engineering and Technology
DOI: 10.1049/cds2.12156

Compressed Fourier-Domain Convolutional Beamforming for Sub-Nyquist Ultrasound Imaging

Auteurs: Alon Mamistvalov ,Yonina C. Eldar
Publié dans: IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, Numéro 69(2), 2022, Page(s) 489-499, ISSN 0885-3010
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tuffc.2021.3123079

Channel Estimation With Hybrid Reconfigurable Intelligent Metasurfaces

Auteurs: Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Avner Shultzman, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar
Publié dans: IEEE Transactions on Communications, Numéro 71, 2024, Page(s) 2441-2456, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2023.3244213

Conference proceedings (12)

Hardware-Limited Non-Uniform Task-Based Quantizers

Auteurs: Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie Evans
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10094884

Near-Field Wireless Power Transfer with Dynamic Metasurface Antennas

Auteurs: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
Publié dans: IEEE International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), Numéro 23, 2022
Éditeur: IEEE
DOI: 10.1109/spawc51304.2022.9833917

Lasso-Based Fast Residual Recovery For Modulo Sampling

Auteurs: Shaik Basheeruddin Shah, Satish Mulleti, Yonina C. Eldar
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10097222

Integrated Sensing and Full-Duplex Communication: Joint Transceiver Beamforming and Power Allocation

Auteurs: Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10097111

Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Lower Bound optimization

Auteurs: Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han ,Yonina C Eldar
Publié dans: IEEE Globecom Workshops (GC Wkshps), 2022, Page(s) 413-418, ISBN 9781665459761
Éditeur: IEEE
DOI: 10.1109/gcwkshps56602.2022.10008725

Near-field Localization with Dynamic Metasurface Antennas

Auteurs: Qianyu Yang, Anna Guerra, Francesco Guidi, Nir Shlezinger, Haiyang Zhang, Davide Dardari, Baoyun Wang, Yonina C. Eldar
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10097166

Sparse Non-Contact Multiple People Localization and Vital Signs Monitoring Via FMCW Radar

Auteurs: Yonathan Eder, Zhuoyang Liu, Yonina C. Eldar
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10097269

Generalization and Estimation Error Bounds for Model-based Neural Networks

Auteurs: Avner Shultzman, Eyar Azar, Miguel R.D. Rodrigues, Yonina C. Eldar
Publié dans: NO JOURNAL TITLE, 2023
Éditeur: ICLR

Neural Maximum-a-Posteriori Beamforming for Ultrasound Imaging

Auteurs: Ben Luijten, Boudewine W. Ossenkoppele, Nico de Jong, Martin D. Verweij, Yonina C. Eldar, Massimo Mischi, Ruud J.G. van Sloun
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10096073

High-Dynamic Range ADC for Finite-Rate-of-Innovation Signals

Auteurs: Satish Mulleti, Yonina C. Eldar
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10096582

DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering

Auteurs: Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina eldar
Publié dans: Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023, Numéro 2023, 2023, ISBN 9798350307443
Éditeur: IEEE
DOI: 10.1109/iccvw60793.2023.00010

Joint Microstrip Selection and Beamforming Design for MmWave Systems with Dynamic Metasurface Antennas

Auteurs: Wei Huang, Haiyang Zhang, Nir Shlezinger, Yonina C. Eldar
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10096260

Other (1)

Hardware Prototype of a Time-Encoding Sub-Nyquist ADC

Auteurs: Hila Naaman, Nimrod Glazer, Moshe Namer, Daniel Bilik, Shlomi Savariego, Yonina C Eldar
Publié dans: ARXIV, Numéro 2023, 2023
Éditeur: arxiv
DOI: 10.48550/arxiv.2301.02012