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- Recently, deep Artificial Intelligence (AI), also known as Deep Learning (DL), has shown great success in computer vision. And some works have initially proved that deep AI can benefit wireless sensing as well, leading to a brand-new step toward ubiquitous sensing.Author: Chenning Li, Zhichao Cao, Yunhao LiuPublish Year: 2021
dl.acm.org/doi/10.1145/3436729 Deep AI Enabled Ubiquitous Wireless Sensing: A Survey
Mar 8, 2021 · In this survey, we focus on the evolution of wireless sensing enhanced by deep AI techniques. We first present a general workflow of Wireless Sensing Systems (WSSs) which …
- Author: Chenning Li, Zhichao Cao, Yunhao Liu
- Publish Year: 2021
See results only from dl.acm.orgPDF
In this survey, we focus on the evolution of wireless sensing enhanced by deep AI …
Deep AI Enabled Ubiquitou…
In this survey, we focus on the evolution of wireless sensing enhanced by deep AI …
- In this section, we first summarize the widely adopted wireless signal inputs and popular applica-tion outputs of existing WSSs. Then, we provide a basic overview of deep AI techniques that have the potential to enhance the performance of WSSs. Fig. 2. Illustration of typical sourcing inputs as sensing mediums, including RSSI, CSI, and FMCW.
- Author: Chenning Li, Zhichao Cao, Yunhao Liu
- Publish Year: 2021
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Deep AI Enabled Ubiquitous Wireless Sensing - Semantic Scholar
This survey focuses on the evolution of wireless sensing enhanced by deep AI techniques, and presents a general workflow of Wireless Sensing Systems (WSSs) which consists of signal pre …
Deep AI Enabled Ubiquitous Wireless Sensing: A Survey
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Learning to Sense: Deep Learning for Wireless Sensing with Less ...
Benefiting from its excellent feature extraction and analysis capability, deep learning has emerged as a promising tool to realize wireless sensing. However, the labor intensive training efforts on …
Deep AI Enabled Ubiquitous Wireless Sensing: A Survey
In this survey, we focus on the evolution of wireless sensing enhanced by deep AI techniques. We first present a general workflow of Wireless Sensing Systems (WSSs) which consists of signal pre-processing, high-level feature, and …
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In this survey, we focus on the evolution of wireless sensing enhanced by deep AI techniques. We first present a general workflow of Wireless Sensing Systems (WSSs) which consists of signal …
Deep AI Enabled Ubiquitous Wireless Sensing: A …
Mar 1, 2021 · In this survey, we focus on the evolution of wireless sensing enhanced by deep AI techniques. We first present a general workflow of Wireless Sensing Systems (WSSs) which consists of signal...
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Deep AI Enabled Ubiquitous Wireless Sensing - Mendeley
In this survey, we focus on the evolution of wireless sensing enhanced by deep AI techniques. We first present a general workflow of Wireless Sensing Systems (WSSs) which consists of signal …
Deep AI Enabled Ubiquitous Wireless Sensing: A Survey
In this survey, we focus on the evolution of wireless sensing enhanced by deep AI techniques. We first present a general workflow of Wireless Sensing Systems (WSSs) which consists of signal …
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Deep AI Enabled Ubiquitous Wireless Sensing - Semantic Scholar
This survey focuses on the evolution of wireless sensing enhanced by deep AI techniques, and presents a general workflow of Wireless Sensing Systems (WSSs) which consists of signal pre …
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DeepSig Awarded NTIA Grant to Advance AI-Driven mMIMO …
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In this survey, we focus on the evolution of wireless sensing enhanced by deep AI techniques. We first present a general workflow of Wireless Sensing Systems (WSSs) which consists of signal …
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