This document summarizes the implementation of a real-time radar signal processing system using FPGA that incorporates sensitivity time control (STC) and fast time constant (FTC) modules. The STC and FTC help filter radar echo signals to reduce effects of sea clutter and rain clutter, respectively. The architecture processes data in parallel on a sample-by-sample basis using dedicated hardware. Simulation and testing using MATLAB and on a Xilinx FPGA validated the design could process up to 100 million samples per second, meeting the requirements of commercial radar systems. The programmable FPGA platform allows flexible implementation of the real-time radar signal processing system.