Compressed and Deep Sensing: Models, Structures, and Tasks

Informazioni relative al progetto

CoDeS

ID dell’accordo di sovvenzione: 101000967

DOI

10.3030/101000967

Data della firma CE 30 Aprile 2021

Data di avvio 1 Luglio 2021

Data di completamento 30 Giugno 2026

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale

€ 3 000 000,00

Contributo UE

€ 3 000 000,00

Coordinato da

WEIZMANN INSTITUTE OF SCIENCE
Israel

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Peer reviewed articles (17)

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

Autori: 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
Pubblicato in: Journal of Clinical Medicine, Numero 12, 2023, Pagina/e 5361, ISSN 2077-0383
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm12165361

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

Autori: Neil Irwin Bernardo, Jingge Zhu, Yonina C Eldar ,Jamie Evans
Pubblicato in: IEEE transactions on communications, Numero 70(11), 2022, Pagina/e 7224-7239, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2022.3208632

Modulo Sampling of FRI Signals

Autori: Satish Mulleti, Yonina C. Eldar
Pubblicato in: IEEE Access, Numero 12, 2024, Pagina/e 60369-60384, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3394035

Graph Signal Sampling Under Stochastic Priors

Autori: Junya Hara, Yuichi Tanaka and Yonina C Eldar
Pubblicato in: IEEE transactions on signal processing : a publication of the IEEE Signal Processing Society, Numero 2023, 2023, Pagina/e 1241-1434, ISSN 1941-0476
Editore: IEEE
DOI: 10.1109/tsp.2023.3267990

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

Autori: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F Imani , Yonina C Eldar
Pubblicato in: IEEE communications magazine, Numero 60 (3), 2022, Pagina/e 12-18, ISSN 0163-6804
Editore: Institute of Electrical and Electronics Engineers

Graph Signal Compression by Joint Quantization and Sampling

Autori: Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang ,Yonina C Eldar
Pubblicato in: IEEE transactions on signal processing, Numero 70, 2022, Pagina/e 4512-4527, ISSN 1053-587X
Editore: 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

Autori: Oded Drori, Alon Mamistvalov, Oren Solomon ,Yonina Eldar
Pubblicato in: IEEE BITS the information theory magazine, Numero 1(1), 2021, Pagina/e 27-44, ISSN 2692-4110
Editore: IEEE
DOI: 10.1109/mbits.2021.3103144

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

Autori: Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 23, 2024, Pagina/e 2486-2502, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2023.3303232

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

Autori: Nir Shlezinger, Yonina C Eldar ,Stephen P Boyd
Pubblicato in: IEEE access : practical innovations, open solutions, Numero 10, 2022, Pagina/e 115384-115398, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3218802

Nonlinear Waveform Inversion for Quantitative Ultrasound

Autori: Avner Shultzman, Yonina Eldar
Pubblicato in: IEEE transactions on computational imaging, Numero 8, 2022, Pagina/e 893-904, ISSN 2333-9403
Editore: IEEE
DOI: 10.1109/tci.2022.3208515

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

Autori: Alon Mamistvalov, Ariel Amar, Naama Kessler ,Yonina C. Eldar
Pubblicato in: IEEE transactions on ultrasonics, ferroelectrics, and frequency control, Numero Vol.69(5), 2022, Pagina/e 1638-1648, ISSN 0885-3010
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tuffc.2022.3160859

Beam Focusing for Near-Field Multiuser MIMO Communications

Autori: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 21, 2022, Pagina/e 7476-7490, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2022.3158894

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

Autori: Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie Evans
Pubblicato in: IEEE Transactions on Signal Processing, Numero 71, 2023, Pagina/e 1551-1562, ISSN 1053-587X
Editore: 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

Autori: Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Yonina C. Eldar
Pubblicato in: IEEE Communications Magazine, Numero 61, 2023, Pagina/e 72-77, ISSN 0163-6804
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2200259

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

Autori: Satish Mulleti*, Eliya Reznitskiy, Shlomi Savariego, Moshe Namer, Nimrod Glazer, Yonina C. Eldar
Pubblicato in: IET Circuits, Devices and Systems, Numero 2023, 2023, ISSN 1751-858X
Editore: Institution of Engineering and Technology
DOI: 10.1049/cds2.12156

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

Autori: Alon Mamistvalov ,Yonina C. Eldar
Pubblicato in: IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, Numero 69(2), 2022, Pagina/e 489-499, ISSN 0885-3010
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tuffc.2021.3123079

Channel Estimation With Hybrid Reconfigurable Intelligent Metasurfaces

Autori: Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Avner Shultzman, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar
Pubblicato in: IEEE Transactions on Communications, Numero 71, 2024, Pagina/e 2441-2456, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2023.3244213

Conference proceedings (12)

Hardware-Limited Non-Uniform Task-Based Quantizers

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

Near-Field Wireless Power Transfer with Dynamic Metasurface Antennas

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

Lasso-Based Fast Residual Recovery For Modulo Sampling

Autori: Shaik Basheeruddin Shah, Satish Mulleti, Yonina C. Eldar
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10097222

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

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

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

Autori: Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han ,Yonina C Eldar
Pubblicato in: IEEE Globecom Workshops (GC Wkshps), 2022, Pagina/e 413-418, ISBN 9781665459761
Editore: IEEE
DOI: 10.1109/gcwkshps56602.2022.10008725

Near-field Localization with Dynamic Metasurface Antennas

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

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

Autori: Yonathan Eder, Zhuoyang Liu, Yonina C. Eldar
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10097269

Generalization and Estimation Error Bounds for Model-based Neural Networks

Autori: Avner Shultzman, Eyar Azar, Miguel R.D. Rodrigues, Yonina C. Eldar
Pubblicato in: NO JOURNAL TITLE, 2023
Editore: ICLR

Neural Maximum-a-Posteriori Beamforming for Ultrasound Imaging

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

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

Autori: Satish Mulleti, Yonina C. Eldar
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10096582

DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering

Autori: Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina eldar
Pubblicato in: Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023, Numero 2023, 2023, ISBN 9798350307443
Editore: IEEE
DOI: 10.1109/iccvw60793.2023.00010

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

Autori: Wei Huang, Haiyang Zhang, Nir Shlezinger, Yonina C. Eldar
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10096260

Other (1)

Hardware Prototype of a Time-Encoding Sub-Nyquist ADC

Autori: Hila Naaman, Nimrod Glazer, Moshe Namer, Daniel Bilik, Shlomi Savariego, Yonina C Eldar
Pubblicato in: ARXIV, Numero 2023, 2023
Editore: arxiv
DOI: 10.48550/arxiv.2301.02012