A Multi-agent Wideband Signal Detector

摘要

A group of intelligent agents exploring a time-frequency communications environment control a group of narrowband radio receivers. Multi-agent reinforcement learning is used in order to potentially increase the rate of processing wideband data and also to effectively co-ordinate the perceived narrowband information. The Multi-Agent System (MAS) attempts to detect the presence of a single tone frequency agile radio transmission contained within the wider received band. Differing learning policies are investigated and the performance of the detector is considered.