Systems and methods for performing power control of physical channels in a communication system are provided. In one exemplary embodiment, a method in a wireless device (105, 200, 300, 400, 600) for performing power control of physical channels in a wireless communication system (100) may include determining (503, 703) transmission powers for transmissions (123a-d, 133a-b) on physical channels (121, 131) having different transmission time interval lengths (125, 135) according to respective power control loops. Further, the loops may specify the transmission powers for the physical channels based on a parameter (111) whose value is commonly updated or separately updated for the loops.