SAWEC: Sensing-Assisted Wireless Edge Computing

arXiv:2402.10021v1 Announce Type: new
Abstract: Emerging mobile virtual reality (VR) systems will require to continuously perform complex computer vision tasks on ultra-high-resolution video frames through the execution of deep neural networks (DNNs)-based algorithms. Since state-of-the-art DNNs require computational power that is excessive for mobile devices, techniques based on wireless edge computing (WEC) have been recently proposed. However, existing WEC methods require the transmission and processing of a high amount of video data which may ultimately saturate the wireless link. In …

abstract algorithms art arxiv computational computer computer vision computing cs.cv cs.ni devices edge edge computing mobile mobile devices networks neural networks power reality sensing state systems tasks through type video virtual virtual reality vision will wireless