Abstract: Software gaming applications may be written to accept an input from one or more standard controllers such a joystick with input buttons. However, multiple wearable sensors or hand held MID devices may enhance the gaming experience. These sensors may include devices such as accelerometers to detect movement of the extremity they are attached to and wirelessly communicate this information to a receiver. Embodiments are directed to using sensor fusion to combine sensor data from multiple wireless input devices, such as wearable sensors and MID devices together to form one logical input stream that is presented to an application and which the application sees are a standard controller.