1. A method of operation of a navigation system comprising: determining detected information for representing a maneuverable object detected using a device; identifying a directional portion based on the detected information for representing directional portion controlling an object travel vector of the maneuverable object; and calculating with a control circuit an estimated trajectory profile based on the directional portion for predicting movement of the maneuverable object.