IEEE

Reference Signal Received Power Prediction Using Convolutional Neural Network with Residual Loss

Abstract: In this paper, LTE measurement reports collected from user equipments are used to generate the residual loss, which can represent the loss value of each grid. The residual loss and ...
IEEE

DSP-Efficient Hardware Acceleration of Convolutional Neural Network Inference on FPGAs

Abstract: Field-programmable gate array (FPGA)-based accelerators for convolutional neural network (CNN) inference have received significant attention in recent years. The reported designs tend to ...