Optimal Guidance of a Relay Aircraft to Extend Small Unmanned Aircraft Range
Document Type
Article
Publication Date
9-1-2010
Abstract
This paper developed guidance laws to optimally and autonomously position a relay Micro Aerial Vehicle (MAV) to provide an operator with real-time Intelligence, Surveillance, and Reconnaissance (ISR) by relaying communication and video signals from a rover MAV to the base, thus extending the rover's reach. The ISR system is comprised of two MAVs, the Relay and the Rover, and a Base. The Relay strives to position itself so as to minimize the radio frequency (RF) power required for maintaining communications between the Rover and the Base, while the Rover performs the ISR mission, which may maximize the required RF power. The optimal control of the Relay MAV then entails the solution of a differential game. Applying Pontryagin's Maximum Principle yields a standard, albeit nonlinear, Two-Point Boundary Value Problem (TPBVP). Suboptimal solutions are first obtained as an aid in solving the TPBVP which yields the solution of the differential game. One suboptimal approach is based upon the geometry of the ISR system: The midpoint between the Rover and the Base is the ideal location which minimizes the RF power required, so the Relay heads toward that point—assuming that the Rover is stationary. At the same time, to maximize the rate of required RF power, the Rover moves in the opposite direction of the Relay—assuming the Relay is stationary. These are optimal strategies in the end-game, but it is suboptimal to use them throughout the game. Another suboptimal approach investigated envisions the Rover to remain stationary and solves for the optimal path for the Relay to minimize the RF power requirement. This one-sided optimization problem is analyzed using a Matlab-based optimization program, GPOCS, which uses the Gauss pseudospectral method of discretization. The results from GPOCS corroborated with the geometry-based suboptimal Relay strategy of heading straight toward the midpoint between the Rover and the Base. The suboptimal solutions are readily implementable for real-time operation and are used to facilitate the solutions of the TPBVP.
DOI
10.1260/1756-8293.2.3.157
Source Publication
International Journal of Micro Air Vehicles
Recommended Citation
Pachter, M., Hansen, J., Jacques, D., & Blue, P. (2010). Optimal Guidance of a Relay Aircraft to Extend Small Unmanned Aircraft Range. International Journal of Micro Air Vehicles, 2(3), 157–180. https://doi.org/10.1260/1756-8293.2.3.157
Comments
The "Link to Full Text" on this page loads the open access article hosted at Sage Publications.
The article appears in International Journal of Micro Air Vehicles, a Sage Gold Open Access journal.