Compressed sensing

Sparse Signal Processing for Grant-Free Massive Connectivity: A Future Paradigm for Random Access Protocols in the Internet of Things

Liang Liu, Erik G. Larsson, Wei Yu, Petar Popovski, Čedomir Stefanović, Elisabeth de Carvalho

Citations: 517 • 2018

Reconstruction of the sound field in a room using compressive sensing

Samuel A. Verburg, Efrén Fernández-Grande

Citations: 107 • 2018

Transparent and Self-Powered Multistage Sensation Matrix for Mechanosensation Application

Qian Zhang, Tao Jiang, Dong Hae Ho, Shanshan Qin, Xixi Yang, Jeong Ho Cho, Qijun Sun, Zhong Lin Wang

Citations: 95 • 2017

Collaborative and Compressed Mobile Sensing for Data Collection in Distributed Robotic Networks

Minh Tuấn Nguyễn, Hung Manh La, K.A. Teague

Citations: 61 • 2017

Robust data transmission and recovery of images by compressed sensing for structural health diagnosis

Yongchao Yang, Satish Nagarajaiah

Citations: 55 • 2016

Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure

Xuecong Sun, Han Jia, Zhe Zhang, Yuzhen Yang, Zhaoyong Sun, Jun Yang

Citations: 45 • 2019

Compressive Sensing for the Photonic Mixer Device

Miguel Heredia Conde

Citations: 37 • 2017

Sparse sensing for resource-constrained depth reconstruction

Fangchang Ma, Luca Carlone, Ulaş Ayaz, Sertaç Karaman

Citations: 35 • 2016

FSMI: Fast computation of Shannon mutual information for information-theoretic mapping

Zhengdong Zhang, Theia Henderson, Sertaç Karaman, Vivienne Sze

Citations: 35 • 2020

Energy-efficient sensing in robotic networks

Minh Tuấn Nguyễn, Hamid Reza Boveiri

Citations: 28 • 2020

Compressive and collaborative mobile sensing for scalar field mapping in robotic networks

Minh Tuấn Nguyễn, Hung Manh La, K.A. Teague

Citations: 23 • 2015

Mission design for compressive sensing with mobile robots

Robert A. Hummel, Sameera Poduri, Franz S. Hover, Urbashi Mitra

Citations: 22 • 2011

Sparse depth sensing for resource-constrained robots

Fangchang Ma, Luca Carlone, Ulaş Ayaz, Sertaç Karaman

Citations: 20 • 2019

Block-Sparse Coding-Based Machine Learning Approach for Dependable Device-Free Localization in IoT Environment

Lingjun Zhao, Huakun Huang, Chunhua Su, Shuxue Ding, Huawei Huang, Zhiyuan Tan, Zhenni Li

Citations: 20 • 2020

Near-optimal probabilistic search using spatial Fourier sparse set

Kuo-Shih Tseng, Bernard Mettler

Citations: 19 • 2017

Compressive sensing approach based mapping and localization for mobile robot in an indoor wireless sensor network

Siyao Fu, Xinkai Kuai, Rui Zheng, Guosheng Yang, Zeng‐Guang Hou

Citations: 17 • 2010

Sparse Bayesian learning for sparse signal recovery using <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si5.svg"><mml:mrow><mml:msub><mml:mrow><mml:mi>ℓ</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn><mml:mo>/</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>-norm

Zonglong Bai

Citations: 17 • 2023

A Novel Physical Human–Robot Interface With Pressure Distribution Measurement Based on Electrical Impedance Tomography

Huaijin Chen, Kevin Langlois, Joost Brancart, Ellen Roels, Tom Verstraten, Bram Vanderborght

Citations: 14 • 2023

GBRAMP: A generalized backtracking regularized adaptive matching pursuit algorithm for signal reconstruction

Mojisola Grace Asogbon, Yu Lu, Oluwarotimi Williams Samuel, Liwen Jing, Alice Miller, Guanglin Li, Kelvin K. L. Wong

Citations: 13 • 2021

Compressive cooperative obstacle mapping in mobile networks

Yasamin Mostofi, Alejandro Gonzalez-Ruiz

Citations: 12 • 2010