COMPRESSIVE SENSING FOR OVER-THE-AIR ULTRASOUND

被引:0
|
作者
Boufounos, Petros [1 ]
机构
[1] Mitsubishi Elect Res Labs, Cambridge, MA 02139 USA
来源
2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING | 2011年
关键词
Compressed Sensing; Ultrasonic transducer arrays; Ultrasonic imaging; SIGNAL RECOVERY;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The advent of Compressive Sensing has provided significant mathematical tools to enhance the sensing capabilities of hardware devices. In this paper we apply Compressive Sensing to improve over-the-air ultrasonic sensing capabilities. We demonstrate that using an appropriate scene model it is possible to pose three-dimensional surface reconstruction of a scene as a sparse recovery problem. By transmitting incoherent wideband ultrasonic pulses and receiving their reflections a sensor array can sense the scene and reconstruct it using standard CS reconstruction algorithms. We further demonstrate that it possible to construct virtual arrays that exploit the sensors' motion. Thus we can obtain three-dimensional scene reconstruction using a linear mobile array.
引用
收藏
页码:5972 / 5975
页数:4
相关论文
共 50 条
  • [41] Robust Over-the-Air Federated Learning
    Kim, Hwanjin
    Nam, Hongjae
    Love, David J.
    2024 58TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, CISS, 2024,
  • [42] UAV Aided Over-the-Air Computation
    Fu, Min
    Zhou, Yong
    Shi, Yuanming
    Chen, Wei
    Zhang, Rui
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (07) : 4909 - 4924
  • [43] Over-the-Air Federated Learning and Optimization
    Zhu, Jingyang
    Shi, Yuanming
    Zhou, Yong
    Jiang, Chunxiao
    Chen, Wei
    Letaief, Khaled B.
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (10): : 16996 - 17020
  • [44] The Future of MIMO Over-the-Air Testing
    Foegelle, Michael D.
    IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (09) : 134 - 142
  • [45] Over-the-Air Computation in Correlated Channels
    Frey, Matthias
    Bjelakovic, Igor
    Stanczak, Slawomir
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 : 5739 - 5755
  • [46] Over-the-Air Federated Learning with Retransmissions
    Hellstrom, Henrik
    Fodor, Viktoria
    Fischione, Carlo
    SPAWC 2021: 2021 IEEE 22ND INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (IEEE SPAWC 2021), 2020, : 291 - 295
  • [47] Integrated Sensing and Over-the-Air Computation: Dual-Functional MIMO Beamforming Design
    Li, Xiaoyang
    Liu, Fan
    Zhou, Ziqin
    Zhu, Guangxu
    Wang, Shuai
    Huang, Kaibin
    Gong, Yi
    2022 1ST INTERNATIONAL CONFERENCE ON 6G NETWORKING (6GNET), 2022,
  • [48] Beamforming Design for Integrated Sensing, Over-the-Air Computation, and Communication in Internet of Robotic Things
    Dong, Kai
    Vorobyov, Sergiy A.
    Yu, Hao
    Taleb, Tarik
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (20): : 32478 - 32489
  • [49] Over-the-air measurement for MIMO systems
    Li, Jun
    Qi, Yihong
    Fan, Jun
    FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2021, 22 (08) : 1046 - 1058
  • [50] Over-the-Air Computation in Correlated Channels
    Frey, Matthias
    Bjelakovic, Igor
    Stanczak, Slawomir
    Stanczak, Slawomir (stanczak@ieee.org), 1600, Institute of Electrical and Electronics Engineers Inc. (69): : 5739 - 5755