no code implementations • 29 Feb 2024 • Jingyi Liao, Xun Xu, Manh Cuong Nguyen, Adam Goodge, Chuan Sheng Foo
few-shot anomaly detection (FSAD).
no code implementations • 20 Feb 2024 • Jingyi Liao, Kalle Ruttik, Riku Jantti, Phan-Huy Dinh-Thuy
In this paper, we propose the adoption of the same convolutional coding methodology for backscatter links that is already employed for LTE downlink control signals.
no code implementations • 31 Jan 2023 • Jingyi Liao, Xiyu Wang, Kalle Ruttik, Riku Jantti, Phan-Huy Dinh-Thuy
Long Term Evolution (LTE) signal is ubiquitously present in electromagnetic (EM) background environment, which make it an attractive signal source for the ambient backscatter communications (AmBC).
no code implementations • 2 Sep 2022 • Kalle Ruttik, Xiyu Wang, Jingyi Liao, Riku Jantti, Phan-Huy Dinh-Thuy
Long Term Evolution (LTE) systems provide ubiquitous coverage for mobile communications, which makes it a promising candidate to be used as a signal source in the ambient backscatter communications.
no code implementations • 6 May 2022 • Xun Xu, Jingyi Liao, Lile Cai, Manh Cuong Nguyen, Kangkang Lu, Wanyue Zhang, Yasin Yazici, Chuan Sheng Foo
Recent studies combined finetuning (FT) from pretrained weights with SSL to mitigate the challenges and claimed superior results in the low-label regime.