Trajectory planning for multi-robot systems: Methods and applications

•The Multi-Robot systems have high applicability in a wide variety of works.•The autonomous and coordinate navigation makes the MRS a tool for emergencies.•Path planning methods play a crucial role in autonomous navigation algorithms.•The paper analyses path planning oriented to MRS, comparing the most critical methods.•The paper review the applications that MRS are a crucial tool, e.g. search and rescue.