Multi-Robot Target Tracking with Sensing and Communication Danger Zones: Optimizing Tracking Performance while Ensuring Robot Safety

The core message of this article is to propose a novel multi-robot active target tracking framework that considers the existence of sensing and communication danger zones in the environment. The authors formulate the tracking problem as a nonlinear optimization that balances tracking performance and robot safety, and provide practical approximations to efficiently solve the chance-constrained optimization.