EfficientFi: Toward Large-Scale Lightweight WiFi Sensing via CSI Compression-Reference-Cited by-同舟云学术

EfficientFi: Toward Large-Scale Lightweight WiFi Sensing via CSI Compression

Published:2022-08-01 Issue:15 Volume:9 Page:13086-13095
ISSN:2327-4662
Container-title:IEEE Internet of Things Journal
language:
Short-container-title:IEEE Internet Things J.

Author:

Yang Jianfei¹^ORCID,Chen Xinyan¹^ORCID,Zou Han²^ORCID,Wang Dazhuo¹^ORCID,Xu Qianwen³^ORCID,Xie Lihua¹^ORCID

Affiliation:

1. School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore

2. Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA, USA

3. Department of Electric Power and Energy Systems, KTH Royal Institute of Technology, Stockholm, Sweden

Funder

NTU Presidential Postdoctoral Fellowship, “Adaptive Multimodal Learning for Robust Sensing and Recognition in Smart Cities” Project Fund, in Nanyang Technological University, Singapore

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Link

http://xplorestaging.ieee.org/ielx7/6488907/9839365/09667414.pdf?arnumber=9667414

Reference43 articles.

1. Vector quantization

2. Estimating or propagating gradients through stochastic neurons for conditional computation;bengio;arXiv 1308 3432,2013

3. MultiTrack

4. Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback

5. Deep Learning for Massive MIMO CSI Feedback

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