This paper presents the implementation of a proportional-integral-derivative (PID) controller on a bio-inspired robotic leg driven by pneumatic artificial muscles (PAMs). The controllability of PAMs in robotic application was studied. Many PAM-driven robots employed their actuators in an "all and none" principle; however, these robots only worked in very particular conditions. In order to implement sophisticated control strategy, PAMs have to accomplish a comprehensive variety of commands. A method without using costly components such as strain gauges and proportional valves promotes the feasibility of domestic robotic application. To realize this simple but effective PID controller, a continuous behavior, the solenoid valve was adopted. Pulse-width-modulation algorithm was then employed. Models were set up to give an insight into the controller's design. The experimental set-ups and the performance of the system are presented in detail.