In this paper mobile multi-agent systems with limited sensor information are studied. Some control algorithms are proposed that do not require global information, and are easy to implement. First two basic controls for serial and parallel formations are derived. Then it is demonstrated how these basic controls can be combined in order to achieve more complex formations. Combined with an obstacle avoidance controller, the emerging system can perform quite complex navigation tasks.