Compressed and Deep Sensing: Models, Structures, and Tasks

Información del proyecto

CoDeS

Identificador del acuerdo de subvención: 101000967

DOI

10.3030/101000967

Fecha de la firma de la CE 30 Abril 2021

Fecha de inicio 1 Julio 2021

Fecha de finalización 30 Junio 2026

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 3 000 000,00

Aportación de la UE

€ 3 000 000,00

Coordinado por

WEIZMANN INSTITUTE OF SCIENCE
Israel

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Peer reviewed articles (17)

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

Autores: 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
Publicado en: Journal of Clinical Medicine, Edición 12, 2023, Página(s) 5361, ISSN 2077-0383
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm12165361

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

Autores: Neil Irwin Bernardo, Jingge Zhu, Yonina C Eldar ,Jamie Evans
Publicado en: IEEE transactions on communications, Edición 70(11), 2022, Página(s) 7224-7239, ISSN 0090-6778
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2022.3208632

Modulo Sampling of FRI Signals

Autores: Satish Mulleti, Yonina C. Eldar
Publicado en: IEEE Access, Edición 12, 2024, Página(s) 60369-60384, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3394035

Graph Signal Sampling Under Stochastic Priors

Autores: Junya Hara, Yuichi Tanaka and Yonina C Eldar
Publicado en: IEEE transactions on signal processing : a publication of the IEEE Signal Processing Society, Edición 2023, 2023, Página(s) 1241-1434, ISSN 1941-0476
Editor: IEEE
DOI: 10.1109/tsp.2023.3267990

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

Autores: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F Imani , Yonina C Eldar
Publicado en: IEEE communications magazine, Edición 60 (3), 2022, Página(s) 12-18, ISSN 0163-6804
Editor: Institute of Electrical and Electronics Engineers

Graph Signal Compression by Joint Quantization and Sampling

Autores: Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang ,Yonina C Eldar
Publicado en: IEEE transactions on signal processing, Edición 70, 2022, Página(s) 4512-4527, ISSN 1053-587X
Editor: 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

Autores: Oded Drori, Alon Mamistvalov, Oren Solomon ,Yonina Eldar
Publicado en: IEEE BITS the information theory magazine, Edición 1(1), 2021, Página(s) 27-44, ISSN 2692-4110
Editor: IEEE
DOI: 10.1109/mbits.2021.3103144

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

Autores: Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
Publicado en: IEEE Transactions on Wireless Communications, Edición 23, 2024, Página(s) 2486-2502, ISSN 1536-1276
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2023.3303232

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

Autores: Nir Shlezinger, Yonina C Eldar ,Stephen P Boyd
Publicado en: IEEE access : practical innovations, open solutions, Edición 10, 2022, Página(s) 115384-115398, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3218802

Nonlinear Waveform Inversion for Quantitative Ultrasound

Autores: Avner Shultzman, Yonina Eldar
Publicado en: IEEE transactions on computational imaging, Edición 8, 2022, Página(s) 893-904, ISSN 2333-9403
Editor: IEEE
DOI: 10.1109/tci.2022.3208515

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

Autores: Alon Mamistvalov, Ariel Amar, Naama Kessler ,Yonina C. Eldar
Publicado en: IEEE transactions on ultrasonics, ferroelectrics, and frequency control, Edición Vol.69(5), 2022, Página(s) 1638-1648, ISSN 0885-3010
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tuffc.2022.3160859

Beam Focusing for Near-Field Multiuser MIMO Communications

Autores: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
Publicado en: IEEE Transactions on Wireless Communications, Edición 21, 2022, Página(s) 7476-7490, ISSN 1536-1276
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2022.3158894

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

Autores: Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie Evans
Publicado en: IEEE Transactions on Signal Processing, Edición 71, 2023, Página(s) 1551-1562, ISSN 1053-587X
Editor: 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

Autores: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Yonina C. Eldar
Publicado en: IEEE Communications Magazine, Edición 61, 2023, Página(s) 72-77, ISSN 0163-6804
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2200259

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

Autores: Satish Mulleti*, Eliya Reznitskiy, Shlomi Savariego, Moshe Namer, Nimrod Glazer, Yonina C. Eldar
Publicado en: IET Circuits, Devices and Systems, Edición 2023, 2023, ISSN 1751-858X
Editor: Institution of Engineering and Technology
DOI: 10.1049/cds2.12156

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

Autores: Alon Mamistvalov ,Yonina C. Eldar
Publicado en: IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, Edición 69(2), 2022, Página(s) 489-499, ISSN 0885-3010
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tuffc.2021.3123079

Channel Estimation With Hybrid Reconfigurable Intelligent Metasurfaces

Autores: Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Avner Shultzman, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar
Publicado en: IEEE Transactions on Communications, Edición 71, 2024, Página(s) 2441-2456, ISSN 0090-6778
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2023.3244213

Conference proceedings (12)

Hardware-Limited Non-Uniform Task-Based Quantizers

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

Near-Field Wireless Power Transfer with Dynamic Metasurface Antennas

Autores: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
Publicado en: IEEE International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), Edición 23, 2022
Editor: IEEE
DOI: 10.1109/spawc51304.2022.9833917

Lasso-Based Fast Residual Recovery For Modulo Sampling

Autores: Shaik Basheeruddin Shah, Satish Mulleti, Yonina C. Eldar
Publicado en: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editor: IEEE
DOI: 10.1109/icassp49357.2023.10097222

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

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

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

Autores: Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han ,Yonina C Eldar
Publicado en: IEEE Globecom Workshops (GC Wkshps), 2022, Página(s) 413-418, ISBN 9781665459761
Editor: IEEE
DOI: 10.1109/gcwkshps56602.2022.10008725

Near-field Localization with Dynamic Metasurface Antennas

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

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

Autores: Yonathan Eder, Zhuoyang Liu, Yonina C. Eldar
Publicado en: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editor: IEEE
DOI: 10.1109/icassp49357.2023.10097269

Generalization and Estimation Error Bounds for Model-based Neural Networks

Autores: Avner Shultzman, Eyar Azar, Miguel R.D. Rodrigues, Yonina C. Eldar
Publicado en: NO JOURNAL TITLE, 2023
Editor: ICLR

Neural Maximum-a-Posteriori Beamforming for Ultrasound Imaging

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

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

Autores: Satish Mulleti, Yonina C. Eldar
Publicado en: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editor: IEEE
DOI: 10.1109/icassp49357.2023.10096582

DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering

Autores: Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina eldar
Publicado en: Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023, Edición 2023, 2023, ISBN 9798350307443
Editor: IEEE
DOI: 10.1109/iccvw60793.2023.00010

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

Autores: Wei Huang, Haiyang Zhang, Nir Shlezinger, Yonina C. Eldar
Publicado en: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editor: IEEE
DOI: 10.1109/icassp49357.2023.10096260

Other (1)

Hardware Prototype of a Time-Encoding Sub-Nyquist ADC

Autores: Hila Naaman, Nimrod Glazer, Moshe Namer, Daniel Bilik, Shlomi Savariego, Yonina C Eldar
Publicado en: ARXIV, Edición 2023, 2023
Editor: arxiv
DOI: 10.48550/arxiv.2301.02012