Defense Advanced Research Projects Agency Spectrum Collaboration Challenge at APL: Introduction
With the emergence of fifth-generation (5G)-cellular and Internet of Things technologies, alongside legacy wireless systems, the radio frequency (RF) spectrum is becoming heavily congested, creating availability and throughput challenges for wireless service providers as well as our military forces. In addition to the congestion, our forces face threats from advanced jamming and cyberattack. This competition for use and control of the RF spectrum is one of the critical challenges facing the nation. Exemplifying its focus on making critical contributions to critical challenges, the Johns Hopkins University Applied Physics Laboratory (APL) is pleased to present this issue of the Johns Hopkins APL Technical Digest. The issue describes the Colosseum—the first-of-its-kind wireless communication test bed that APL developed for the Defense Advanced Research Projects Agency (DARPA) Spectrum Collaboration Challenge (SC2). This testbed enables research into artificial intelligence and machine learning for networked systems—systems that autonomously negotiate use of the RF spectrum in real time based on instantaneous user demand, available spectrum, and environmental conditions. Through this effort, APL has provided a new capability enabling research beyond constrained RF allocations, ultimately contributing to improved resilience of networked systems on the battlefield.