Harnessing the Power of Sample Abundance: Theoretical Guarantees and Algorithms for Accelerated One-Bit Sensing
Fuente:
arXiv
Saved in:
| Main Authors: | Eamaz, Arian, Yeganegi, Farhang, Needell, Deanna, Soltanalian, Mojtaba |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Low-rank Matrix Sensing With Dithered One-Bit Quantization
by: Yeganegi, Farhang, et al.
Published: (2023)
by: Yeganegi, Farhang, et al.
Published: (2023)
Matrix Completion from One-Bit Dither Samples
by: Eamaz, Arian, et al.
Published: (2023)
by: Eamaz, Arian, et al.
Published: (2023)
Sample Abundance for Signal Processing: A Brief Introduction
by: Eamaz, Arian, et al.
Published: (2025)
by: Eamaz, Arian, et al.
Published: (2025)
From Quasi-Isometric Embeddings to Finite-Volume Property: A Theoretical Framework for Quantized Matrix Completion
by: Eamaz, Arian, et al.
Published: (2023)
by: Eamaz, Arian, et al.
Published: (2023)
Physics-Inspired Binary Neural Networks: Interpretable Compression with Theoretical Guarantees
by: Eamaz, Arian, et al.
Published: (2025)
by: Eamaz, Arian, et al.
Published: (2025)
Trust, but Verify: Peeling Low-Bit Transformer Networks for Training Monitoring
by: Eamaz, Arian, et al.
Published: (2026)
by: Eamaz, Arian, et al.
Published: (2026)
Deep Learning-Enabled One-Bit DoA Estimation
by: Yeganegi, Farhang, et al.
Published: (2024)
by: Yeganegi, Farhang, et al.
Published: (2024)
Automotive Radar Sensing with Sparse Linear Arrays Using One-Bit Hankel Matrix Completion
by: Eamaz, Arian, et al.
Published: (2023)
by: Eamaz, Arian, et al.
Published: (2023)
Data-Aware Training Quality Monitoring and Certification for Reliable Deep Learning
by: Yeganegi, Farhang, et al.
Published: (2024)
by: Yeganegi, Farhang, et al.
Published: (2024)
Collaborative Automotive Radar Sensing via Mixed-Precision Distributed Array Completion
by: Eamaz, Arian, et al.
Published: (2024)
by: Eamaz, Arian, et al.
Published: (2024)
Stable Phase Retrieval: Optimal Rates in Poisson and Heavy-tailed Models
by: Huang, Gao, et al.
Published: (2025)
by: Huang, Gao, et al.
Published: (2025)
One-Bit Phase Retrieval: Optimal Rates and Efficient Algorithms
by: Chen, Junren, et al.
Published: (2024)
by: Chen, Junren, et al.
Published: (2024)
One-Bit Sensing of Low-Rank and Bisparse Matrices
by: Foucart, Simon, et al.
Published: (2019)
by: Foucart, Simon, et al.
Published: (2019)
One-Bit-Aided Modulo Sampling for DOA Estimation
by: Zhang, Qi, et al.
Published: (2023)
by: Zhang, Qi, et al.
Published: (2023)
Theoretical Analysis of Multi-coding with Arbitrary Correlations Among the Codes
by: Nelson, Brian, et al.
Published: (2025)
by: Nelson, Brian, et al.
Published: (2025)
Accelerated and Deep Expectation Maximization for One-Bit MIMO-OFDM Detection
by: Shao, Mingjie, et al.
Published: (2022)
by: Shao, Mingjie, et al.
Published: (2022)
Pseudoredundancy for the Bit-Flipping Algorithm
by: Zumbrägel, Jens
Published: (2024)
by: Zumbrägel, Jens
Published: (2024)
Random Vector Functional Link Networks for Function Approximation on Manifolds
by: Needell, Deanna, et al.
Published: (2020)
by: Needell, Deanna, et al.
Published: (2020)
One-Bit Distributed Mean Estimation with Unknown Variance
by: Kumar, Ritesh, et al.
Published: (2025)
by: Kumar, Ritesh, et al.
Published: (2025)
Information-Theoretic Guarantees for Recovering Low-Rank Tensors from Symmetric Rank-One Measurements
by: Kızıldağ, Eren C.
Published: (2025)
by: Kızıldağ, Eren C.
Published: (2025)
Phase Transitions in Phase-Only Compressed Sensing
by: Chen, Junren, et al.
Published: (2025)
by: Chen, Junren, et al.
Published: (2025)
Riemannian Archetypal Analysis: Interpretable non-linear data analysis on deformed star distributions
by: Diepeveen, Willem, et al.
Published: (2026)
by: Diepeveen, Willem, et al.
Published: (2026)
Singular Relative Entropy Coding with Bits-Back Rejection Sampling
by: Flamich, Gergely, et al.
Published: (2026)
by: Flamich, Gergely, et al.
Published: (2026)
Joint Power and Bit Allocation for Precoded Massive MIMO Channels
by: Liu, Shuiyin, et al.
Published: (2025)
by: Liu, Shuiyin, et al.
Published: (2025)
Optimal Non-Adaptive Group Testing with One-Sided Error Guarantees
by: McMorrow, Daniel, et al.
Published: (2025)
by: McMorrow, Daniel, et al.
Published: (2025)
An AMP-Based Asymptotic Analysis For Nonlinear One-Bit Precoding
by: Wu, Zheyu, et al.
Published: (2026)
by: Wu, Zheyu, et al.
Published: (2026)
Theoretical Guarantees for Low-Rank Compression of Deep Neural Networks
by: Zhang, Shihao, et al.
Published: (2025)
by: Zhang, Shihao, et al.
Published: (2025)
Information Theoretic Guarantees For Policy Alignment In Large Language Models
by: Mroueh, Youssef
Published: (2024)
by: Mroueh, Youssef
Published: (2024)
Theoretical Guarantees for AOA-based Localization: Consistency and Asymptotic Efficiency
by: Hu, Shenghua, et al.
Published: (2025)
by: Hu, Shenghua, et al.
Published: (2025)
Green One-Bit Quantized Precoding in Cell-Free Massive MIMO
by: Gümüsbuğa, Salih, et al.
Published: (2025)
by: Gümüsbuğa, Salih, et al.
Published: (2025)
Sub-Nyquist Sampling for Reaching Theoretical Minimal Sampling Rate Boundary
by: Xiao, Dong, et al.
Published: (2026)
by: Xiao, Dong, et al.
Published: (2026)
Information-Theoretic Limits of Bistatic Integrated Sensing and Communication
by: Jiao, Tian, et al.
Published: (2023)
by: Jiao, Tian, et al.
Published: (2023)
Efficient Sampling with Discrete Diffusion Models: Sharp and Adaptive Guarantees
by: Dmitriev, Daniil, et al.
Published: (2026)
by: Dmitriev, Daniil, et al.
Published: (2026)
1-Bit Unlimited Sampling Beyond Fourier Domain: Low-Resolution Sampling of Quantization Noise
by: Pavlicek, Vaclav, et al.
Published: (2025)
by: Pavlicek, Vaclav, et al.
Published: (2025)
Joint Power Allocation and Placement Scheme for UAV-assisted IoT with QoS Guarantee
by: Chen, Ruirui, et al.
Published: (2024)
by: Chen, Ruirui, et al.
Published: (2024)
RIS-Assisted OTFS Communications: Phase Configuration via Received Energy Maximization
by: Dinan, Mohamad H., et al.
Published: (2024)
by: Dinan, Mohamad H., et al.
Published: (2024)
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms
by: Li, Yuchen, et al.
Published: (2024)
by: Li, Yuchen, et al.
Published: (2024)
Prediction-Powered Communication with Distortion Guarantees
by: Zecchin, Matteo, et al.
Published: (2025)
by: Zecchin, Matteo, et al.
Published: (2025)
A Tutorial on AI-Empowered Integrated Sensing and Communications
by: Vaezi, Mojtaba, et al.
Published: (2025)
by: Vaezi, Mojtaba, et al.
Published: (2025)
Information-Theoretic Limits of Integrated Sensing and Communication with Finite Learning Capacity
by: Ghadi, Farshad Rostami, et al.
Published: (2025)
by: Ghadi, Farshad Rostami, et al.
Published: (2025)
Similar Items
-
Low-rank Matrix Sensing With Dithered One-Bit Quantization
by: Yeganegi, Farhang, et al.
Published: (2023) -
Matrix Completion from One-Bit Dither Samples
by: Eamaz, Arian, et al.
Published: (2023) -
Sample Abundance for Signal Processing: A Brief Introduction
by: Eamaz, Arian, et al.
Published: (2025) -
From Quasi-Isometric Embeddings to Finite-Volume Property: A Theoretical Framework for Quantized Matrix Completion
by: Eamaz, Arian, et al.
Published: (2023) -
Physics-Inspired Binary Neural Networks: Interpretable Compression with Theoretical Guarantees
by: Eamaz, Arian, et al.
Published: (2025)