Bluecom Systems is investigating the possibility of intelligent, self-aware, wideband autonomous cognitive radios (WACRs) to provide superior networked satellite communication. WACRs will have the ability to sense state of the RF spectrum and network and self-optimize its performance in response to the sensed state. The cognitive engine is made of machine-learning aided algorithms to achieve this goal. The SDR platform coupled with a real-time reconfigurable RF front-end will allow the WACR to reconfigure its communication mode as directed by the cognitive engine. This will enable a WACR to overcome communications challenges encountered in space applications including interference, deep fading, waveform agility, delay and very low SNR by dynamically changing its mode of operation. This type of self-aware, autonomous and intelligent communication is what will be required to exploit the full benefits of networked clusters of satellites (e.g. CubeSats) in various mission types including earth monitoring and unmanned autonomous lunar/ planetary exploration.