Tony Xiao Han

TL;DR: In this paper, the authors provide a comprehensive overview on the background, range of key applications and state-of-the-art approaches of Integrated Sensing and Communications (ISAC).

TL;DR: In this paper, the authors provide a comprehensive survey for the current research progress on the fundamental limits of integrated sensing and communication (ISAC), and summarize the major performance metrics and fundamental limits used in sensing, communications and ISAC, respectively.

TL;DR: A deep spectrogram network (DSN) is proposed by leveraging the residual mapping technique to enhance the HMR performance and a primitive based autoregressive hybrid (PBAH) channel model is developed, which facilitates efficient training and testing dataset generation for HMR in a virtual environment.

TL;DR: Wang et al. as discussed by the authors proposed a deep spectrogram network (DSN) by leveraging the residual mapping technique to enhance the human motion recognition (HMR) performance, which facilitates efficient training and testing dataset generation for HMR in a virtual environment.

TL;DR: In this article, a dual-frequency continuous wave radar is proposed to achieve both localization and activity/ gesture recognition simultaneously, where features of different movements will be classified by the activity and gesture recognition network (AGRNet) which is a lightweight network based on MobileNet.