The robust control problem for nonlinear uncertain systems with measurement feedback (i.e., in the presence of sensor noise) is challenging, yet important. The purpose of this chapter is to show that several nonlinear control problems can be studied in a unified framework of measurement feedback control. Figure 4.1 shows the block diagram of a measurement feedback control system.