The incident happened at the intersection of Jefferson Avenue and Prospect Street.
Rescue and tow crews arrived to the scene and discovered the vehicle in the water.
Police say a Ford-10 pick-up truck was towed from the canal but the driver was missing.
They believe the driver lost control and ended up in the water.
Stay with 6abc.com as more information becomes available.