Compressed and Deep Sensing: Models, Structures, and Tasks

Project Information

CoDeS

Grant agreement ID: 101000967

DOI

10.3030/101000967

EC signature date 30 April 2021

Start date 1 July 2021

End date 30 June 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 3 000 000,00

EU contribution

€ 3 000 000,00

Coordinated by

WEIZMANN INSTITUTE OF SCIENCE
Israel

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (17)

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

Author(s): 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
Published in: Journal of Clinical Medicine, Issue 12, 2023, Page(s) 5361, ISSN 2077-0383
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm12165361

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

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

Modulo Sampling of FRI Signals

Author(s): Satish Mulleti, Yonina C. Eldar
Published in: IEEE Access, Issue 12, 2024, Page(s) 60369-60384, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3394035

Graph Signal Sampling Under Stochastic Priors

Author(s): Junya Hara, Yuichi Tanaka and Yonina C Eldar
Published in: IEEE transactions on signal processing : a publication of the IEEE Signal Processing Society, Issue 2023, 2023, Page(s) 1241-1434, ISSN 1941-0476
Publisher: IEEE
DOI: 10.1109/tsp.2023.3267990

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

Author(s): Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F Imani , Yonina C Eldar
Published in: IEEE communications magazine, Issue 60 (3), 2022, Page(s) 12-18, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers

Graph Signal Compression by Joint Quantization and Sampling

Author(s): Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang ,Yonina C Eldar
Published in: IEEE transactions on signal processing, Issue 70, 2022, Page(s) 4512-4527, ISSN 1053-587X
Publisher: 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

Author(s): Oded Drori, Alon Mamistvalov, Oren Solomon ,Yonina Eldar
Published in: IEEE BITS the information theory magazine, Issue 1(1), 2021, Page(s) 27-44, ISSN 2692-4110
Publisher: IEEE
DOI: 10.1109/mbits.2021.3103144

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

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

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

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

Nonlinear Waveform Inversion for Quantitative Ultrasound

Author(s): Avner Shultzman, Yonina Eldar
Published in: IEEE transactions on computational imaging, Issue 8, 2022, Page(s) 893-904, ISSN 2333-9403
Publisher: IEEE
DOI: 10.1109/tci.2022.3208515

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

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

Beam Focusing for Near-Field Multiuser MIMO Communications

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

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

Author(s): Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie Evans
Published in: IEEE Transactions on Signal Processing, Issue 71, 2023, Page(s) 1551-1562, ISSN 1053-587X
Publisher: 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

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

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

Author(s): Satish Mulleti*, Eliya Reznitskiy, Shlomi Savariego, Moshe Namer, Nimrod Glazer, Yonina C. Eldar
Published in: IET Circuits, Devices and Systems, Issue 2023, 2023, ISSN 1751-858X
Publisher: Institution of Engineering and Technology
DOI: 10.1049/cds2.12156

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

Author(s): Alon Mamistvalov ,Yonina C. Eldar
Published in: IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, Issue 69(2), 2022, Page(s) 489-499, ISSN 0885-3010
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tuffc.2021.3123079

Channel Estimation With Hybrid Reconfigurable Intelligent Metasurfaces

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

Conference proceedings (12)

Hardware-Limited Non-Uniform Task-Based Quantizers

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

Near-Field Wireless Power Transfer with Dynamic Metasurface Antennas

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

Lasso-Based Fast Residual Recovery For Modulo Sampling

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

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

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

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

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

Near-field Localization with Dynamic Metasurface Antennas

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

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

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

Generalization and Estimation Error Bounds for Model-based Neural Networks

Author(s): Avner Shultzman, Eyar Azar, Miguel R.D. Rodrigues, Yonina C. Eldar
Published in: NO JOURNAL TITLE, 2023
Publisher: ICLR

Neural Maximum-a-Posteriori Beamforming for Ultrasound Imaging

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

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

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

DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering

Author(s): Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina eldar
Published in: Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023, Issue 2023, 2023, ISBN 9798350307443
Publisher: IEEE
DOI: 10.1109/iccvw60793.2023.00010

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

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

Other (1)

Hardware Prototype of a Time-Encoding Sub-Nyquist ADC

Author(s): Hila Naaman, Nimrod Glazer, Moshe Namer, Daniel Bilik, Shlomi Savariego, Yonina C Eldar
Published in: ARXIV, Issue 2023, 2023
Publisher: arxiv
DOI: 10.48550/arxiv.2301.02012