Dynamic control of an unmanned aerial vehicle using a reconfigurable intelligent surface

1. A method for establishing a direct communication using an unmanned aerial vehicle (UAV) with a reconfiguration intelligent surface (RIS), the method comprising:

configuring RIS parameters using an optimization algorithm based on compensating for undesired oscillations of a position and an orientation associated with the UAV, the undesired oscillations of the position and the orientation associated with the UAV representing an unknown position and an unknown orientation of the UAV during an optimization time; and

steering, based on the RIS parameters and by the RIS of the UAV, a signal reflection associated with a signal beam to a target area, wherein the signal beam is from a transmitter.

2. The method according to claim 1 , further comprising:

configuring, by the transmitter, beamforming to steer the signal beam towards the UAV, wherein the transmitter is a base station.

3. The method according to claim 1 , wherein the RIS parameters are input voltages to one or more RIS elements that determine one or more phase shifts induced by the signal beam.

4. The method according to claim 1 , wherein configuring the RIS parameters comprises determining the RIS parameters using the optimization algorithm that compensates for the undesired oscillations based on second-order statistics of perturbations associated with the UAV.

5. The method according to claim 4 , wherein the optimization algorithm is based on mathematical optimization tools and/or artificial intelligence algorithms.

6. The method according to claim 1 , further comprising:

maintaining the direct communication between the target area and the transmitter using the RIS of the UAV based on:

continuously configuring new RIS parameters to compensate for the undesired oscillations of the UAV; and

continuously steering the signal reflection associated with the signal beam using the new RIS parameters.

7. The method according to claim 1 , further comprising:

obtaining sensor measurements from one or more sensors of the UAV, wherein the sensor measurements indicate one or more coordinates and the orientation of the UAV; and

determining UAV statistics associated with the one or more coordinates and the orientation of the UAV,

wherein configuring the RIS parameters is further based on the UAV statistics.

8. The method according to claim 7 , wherein determining the UAV statistics associated with the one or more coordinates and the orientation of the UAV is based on building a rescaled histogram of the sensor measurements.

9. The method according to claim 1 , further comprising:

obtaining, from the transmitter, an area to be served; and

performing area sampling based on the area to be served,

wherein configuring the RIS parameters is based on performing the area sampling.

10. The method according to claim 9 , wherein performing the area sampling comprises:

based on information not being available for user positions within the area to be served, generating sample points belonging to the area as uniformly spaced points; and

based on a probability density function (pdf) being available for the user positions within the area to be served, generating the sample points belonging to the area according to the pdf.

11. The method according to claim 1 , wherein the transmitter is a base station, and wherein the method further comprises:

obtaining, from the base station, coordinates of the base station,

wherein configuring the RIS parameters are based on the coordinates of the base station.

12. The method according to claim 1 , wherein configuring the RIS parameters is based on using a closed-form equation.

13. The method according to claim 1 , wherein configuring the RIS parameters is based on using semidefinite programming (SDP).

14. A system for establishing a direct communication using an unmanned aerial vehicle (UAV) with a reconfiguration intelligent surface (RIS), the system comprising:

a transmitter configured to transmit a signal beam to the UAV; and

the UAV with the RIS, wherein the UAV is configured to:

configure RIS parameters using an optimization algorithm based on compensating for undesired oscillations of a position and an orientation associated with the UAV, the undesired oscillations of the position and the orientation associated with the UAV representing an unknown position and an unknown orientation of the UAV during an optimization time; and

steer, based on the RIS parameters and by the RIS of the UAV, a signal reflection associated with the signal beam to a target area.

15. A tangible, non-transitory computer-readable medium having instructions thereon which, upon being executed by one or more processors, alone or in combination, provide for execution of a method comprising:

configuring reconfiguration intelligent surface (RIS) parameters using an optimization algorithm based on compensating for undesired oscillations of a position and an orientation associated with an unmanned aerial vehicle (UAV), the undesired oscillations of the position and the orientation associated with the UAV representing an unknown position and an unknown orientation of the UAV during an optimization time, wherein the UAV comprises the RIS; and

steering, based on the RIS parameters and by the RIS of the UAV, a signal reflection associated with a signal beam to a target area, wherein the signal beam is from a transmitter.

16. The method of claim 1 , wherein the optimization algorithm generates a statistical representation associated with the position and the orientation associated with the UAV using UAV statistics of the UAV, and uses the statistical representation to optimize the RIS configuration and counteract potential misalignment in a reflected beam at the RIS.