Abstract: Techniques are provided for providing position estimations in an autonomous multi-vehicle convoy. Those techniques include initializing a convoy state, selecting a next sensor reading; predicting a convoy state, updating the convoy state, and broadcasting the convoy state to vehicles in the multi-vehicle convoy.