Design and evaluation of wind-resistant UAV loitering patterns for sea rescue missions
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Examensarbete för masterexamen
Master's Thesis
Master's Thesis
Modellbyggare
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Sammanfattning
Fixed-wing Unmanned Aerial Vehicles are increasingly being utilized in maritime
Search and Rescue (SAR) operations due to their superior flight endurance and
aerodynamic efficiency compared to a multi-rotor system like a quadcopter. However,
unlike rotary-wing UAVs, a fixed-wing aircraft cannot effectively hover over a
target area without suffering to stall, since the requirement of maintaining sufficient
forward airspeed to generate lift. Loitering maneuvers prove effective in weak winds
but significantly worse in stronger wind conditions. The steep bank angles required
to maintain the flight path do result in partial obstruction of the onboard camera
by the drones own airframe. This in practice does reduce the effectiveness of aerial
surveillance during critical rescue missions.
The purpose and goal of this thesis was to investigate whether an alternative flight
pattern could improve the overall camera visibility while still maintaining the operational
advantages that fixed-wing UAVs do provide. The work focused on the
development and evaluation of a structured figure-eight based flight pattern which
was intended to minimize camera blockage and reduce the spatial footprint of the
maneuver during maritime SAR missions.
The research was conducted entirely within the ArduPilot Software-in-the-Loop
simulation environment using ArduPlane. Along with custom Python scripts that
were created to automatically generate way point missions and process the captured
telemetry data extracted from MAVLink logs. The experiments evaluated how the
wind speed, wind direction, pattern scale, and maximum allowed roll angle do affect
the outcome on flight stability and also camera visibility. The visibility was analyzed
using a geometric field-of-view and line-of-sight model combined with an occlusion
criterion based on aircraft bank angle.
The study concludes that carefully configured figure-eight flight paths can enable a
fixed-wing UAV to achieve similar surveillance behavior to a hovering multi-rotor
UAV while also retaining the advantages that comes with the design choice of a
fixed-wing. The findings do provide a technical foundation for future development
for UAV flight strategies for maritime SAR missions and also demonstrates how
flight-path optimization can help to improve aerial observation capabilities under
challenging environmental conditions.
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Ämne/nyckelord
UAV, fixed-wing, ArduPilot, pseudo-hover, maritime search and rescue, camera coverage, flight-path optimization, line-of-sight analysis, autonomous flight
