The data generator mentioned in the paper is specifically implemented in ./dataprocess/data_gen.py, and detailed usage instructions are provided at the beginning of ...

rollout_batch_size: 16 # equivalent to verl's data.train_batch_size mini_rollout_batch_size: null # equivalent to verl's data.gen_batch_size global_batch_size: 16 # equivalent to verl's actor.ppo_mini ...

Abstract: We introduce, for the first time in wireless communication networks, a quantum gradient descent (QGD) algorithm to maximize sum data rates in non-orthogonal multiple access (NOMA)-based ...

Abstract: Direction-of-arrival (DOA) estimation is formulated within an adaptive-filtering framework that partitions the sensor array into a reference element and an auxiliary array. The ...