Selecting the Visual Landing Markers Located on a Ship Deck for UAV Automatic Landing
نویسنده
چکیده
Of all the flight modes of unmanned aerial vehicles (UAVs), the landing approach and the landing itself are the most difficult and dangerous ones. To perform an automatic landing on a ship deck using a computer vision system (CVS), a UAV must analyze the visual landing markers located on the deck. When the UAV is about to start landing, these markers must be clearly visible and discernible. The aim of this study is to detect markers in order to build a trajectory taking the UAV to an imaginary boundary of a heterogeneous group of ships that includes the target ship. The cutting-edge method of solving this problem consists in running tests identifying the optimal conditions for a successful search for and recognition of landing markers installed on a ship deck. The experiment covers eight types of markers. The research findings back the efficiency of the developed technology for the computer vision-aided detection by UAVs of visual markers located on a ship deck. Of the eight possible types of landing sites, the one was chosen that demonstrated the best detection and recognition capabilities. Research has proved the efficiency of the proposed algorithms for solving this problem. Unmanned aerial vehicles were used as a tool for designing and building a system for the automatic detection of artificially embedded markers on images supplied by the UAV on-board electrooptical system.
منابع مشابه
Research on computer vision-based for UAV autonomous landing on a ship
In this paper, a novel approach to UAV’s automatic landing on the ship’s deck is proposed. We present the design of the cooperative object, and then begin our basic research on UAV autonomous landing on a ship by using computer vision and affine moment invariants. We analyze the infrared radiation images in our experiments by extracting the target from the background and then recognizing it. Al...
متن کاملNonlinear Automatic Landing Control of Unmanned Aerial Vehicles on Moving Platforms via a 3D Laser Radar
This paper presents a motion tracking and control system for automatically landing Unmanned Aerial Vehicles (UAVs) on an oscillating platform using Laser Radar (LADAR) observations. The system itself is assumed to be mounted on a ship deck. A full nonlinear mathematical model is first introduced for the UAV. The ship motion is characterized by a Fourier transform based method which includes a r...
متن کاملAutonomous Ship-board Landing using Monocular Vision
This paper describes a system for landing a vertical take-off and landing vehicle on a moving deck using a monocular vision system and inertial measurement unit. Data from the vision system and IMU are used to compute an estimate of relative deck position, and a touchdown trajectory generator based on tau-guidance is used to compute a path to landing. A trajectory-following controller follows t...
متن کاملMonotonous Trend Estimation of Deck Displacement for Automatic Landing of Rotorcraft UAVs
This paper presents a novel and practical procedure for estimating the mean deck height to assist in automatic landing operations of a Rotorcraft Unmanned Aerial Vehicle (RUAV) in harsh sea environments. A modified Prony Analysis (PA) procedure is outlined to deal with real-time observations of deck displacement, which involves developing an appropriate dynamic model to approach real deck motio...
متن کاملAutomatic Landing Guidance Systems and Design of an Optimal Landing Control System
Guidance and control of aircraft in the landing phase imposes extra pilot work loads, hence application of automatic landing control systems is of great importance. In this study automatic landing control systems are introduced and an optimal landing control system is designed. The control system performance criteria are based on minimum control effort. The designed system is simulated for a tr...
متن کامل