Abstract: A mobile system capable of proactively predicting characteristics for optimal communication among mobile nodes comprises a network controller and adaptive predictive mobile nodes. The adaptive predictive mobile nodes contain a position location technology element, a database containing information on factors affecting radio propagation, and a prediction processor. To provide energy efficient power control and routing for a communication, the adaptive predictive mobile node determines its current and predicted future position and the current and future predicted positions of other nodes in the network. Based on the information obtained, the adaptive predictive node executes a set of prediction capabilities in the prediction processor. After executing these capabilities, the adaptive predictive node identifies the advantaged location, power level, transmission parameters, communication time and route for communications between nodes.