Abstract: According to some embodiments, a method of nonlinear RF beamforming includes receiving a reference RF signal and computing linear beamformed signals. The method further includes determining a frequency content for each of the plurality of linear beamformed signals, determining a reduced subset of linear beamformed signals, and computing a minimum element-wise magnitude across the reduced subset of linear beamformed signals. The method further includes computing a FFT of a reference channel signal, computing an amplitude mask ratio between the minimum element-wise magnitude and the FFT of the reference channel signal, and applying a learned polynomial response to the amplitude mask ratio to create a modified amplitude mask. The method further includes applying the modified amplitude mask to the FFT of the reference channel signal to create a masked frequency response of the reference channel signal and computing an inverse FFT in order to generate a final beamformed signal.

Abstract: A system and method that uses scheduling problems as proof of work in a blockchain system, and that evaluate schedules based on a physics model and a timeline. The system and method can maintain a secured chain of linked messages that include object states and schedule portions. Processing circuitry can receive a message related to an updated state of an object, determine whether the updated state of the object should be linked into the secured chain of linked messages, determine a portion of a schedule for addressing the object based on the updated state of the object as proof of work, create a new message that links the updated state of the object into the secured chain to form an updated chain of linked object state messages and that includes the determined portion of the schedule, and broadcast the new message as the secured chain of linked messages.

Abstract: A system and method that uses scheduling problems as proof of work in a blockchain system, and that evaluate schedules based on a physics model and a timeline. The system and method can maintain a secured chain of linked messages that include object states and schedule portions. Processing circuitry can receive a message related to an updated state of an object, determine whether the updated state of the object should be linked into the secured chain of linked messages, determine a portion of a schedule for addressing the object based on the updated state of the object as proof of work, create a new message that links the updated state of the object into the secured chain to form an updated chain of linked object state messages and that includes the determined portion of the schedule, and broadcast the new message as the secured chain of linked messages.