The USB port on your Samsung phone is for more than just charging. From turning your phone into a desktop computer to ...
Press and hold the PS and Share buttons on your DualShock 4 until it enters pairing mode (shown by the flashing white light bar on the back of the controller). Open your Android phone's Settings app.