Online Deep Neural Network for Optimization in Wireless Communications

Recently, deep neural network (DNN) has been widely adopted in the design of intelligent communication systems thanks to its strong learning ability and low testing complexity. However, most offline DNN-based methods suffer from unsatisfactory performance, limited generalization ability, and poor interpretability. In this letter, we propose an online DNN-based approach to solve general optimizatio...