A method and system for measuring the positioning accuracy of a drone on a water surface target
By designing the drone's water surface target positioning accuracy measurement system, using customized target balls and high-precision positioning equipment, the problem of difficulty in ensuring accuracy in the water surface target positioning accuracy measurement is solved, and high-precision positioning measurement under different conditions is achieved.
Patent Information
- Application Number
- CN202510321888.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2025-03-18
- Publication Date
- 2025-05-23
- Estimated Expiration
- 2045-03-18
AI Technical Summary
There are problems in the measurement of water surface target positioning accuracy of existing drones, especially under different oblique distances, angles and focal lengths.
A drone's accuracy measurement system for positioning water surface targets is designed, including customized target balls, drones and data processing modules. The drone carries the photoelectric pod and shoots videos of customized target balls, and combines high-precision positioning equipment to measure the actual position of the target balls, and calculates the positioning accuracy of the drone under different conditions.
Accurate measurement of the target positioning accuracy of the drone on the water surface is achieved, and high-precision positioning information can be provided under different environments and conditions to help analyze the impact of parameters on positioning accuracy.
Smart Images

Figure CN119826870B_ABST
Abstract
Description
Technical Field
[0001] The present invention belongs to the field of positioning accuracy measurement methods, and in particular relates to a method and system for measuring the positioning accuracy of a drone for a surface target. Background Art
[0002] In recent years, UAVs have attracted widespread attention from all walks of life due to their high concealment, high maneuverability and low price. UAVs can carry optoelectronic payloads such as TV cameras, infrared imagers and optoelectronic rangefinders to perform corresponding tasks. With the rapid development of target detection technology, communication and control technology, modern UAV platforms have evolved from a single reconnaissance camera platform to a comprehensive perception platform that integrates target detection, tracking and positioning, playing an increasingly important role in military and civilian fields.
[0003] The water or sea surface environment is relatively simple, and the color difference between the target and the background is obvious. For drones equipped with optoelectronic payloads, the target's location can be effectively identified and located. The positioning of sea surface targets by drones is mainly achieved by collecting and processing the data output by onboard sensors and optoelectronic pods to obtain the relative position relationship between the drone and the target. Combined with the drone's own position data read by the drone flight control system, the three-dimensional position coordinates of the target can be calculated in real time, which can achieve efficient surface target search and rescue and obstacle inspection. However, past studies have shown that the positioning accuracy of drones is difficult to guarantee. Different slant distances, angles, and focal lengths will affect the positioning accuracy of drone targets. Understanding the positioning accuracy of drones in different environments will help to better analyze the impact of different parameters on positioning accuracy. Therefore, it is of great significance to study the measurement of drone positioning accuracy for surface targets.
[0004] The existing UAV precision measurement technology mostly uses error transfer analysis method and Monte Carlo method to conduct theoretical analysis on the UAV target positioning accuracy from the perspective of mathematical derivation and simulation analysis. However, in practical applications, the error distribution of various parameters that affect the UAV target positioning accuracy is difficult to measure directly, and the target positioning accuracy cannot be obtained through theoretical calculation. There is an urgent need for a UAV target positioning accuracy measurement method suitable for water surface environment. Summary of the invention
[0005] To solve the above problems, we proposed a method and system for measuring the positioning accuracy of UAVs for surface targets.
[0006] The technical solution of the present invention is as follows:
[0007] A UAV positioning accuracy measurement system for a surface target, comprising a customized target sphere, a UAV and a data processing module;
[0008] The customized target ball is connected to the ship through a cable and can move in the same direction and speed as the ship. When the ship is stationary, it represents a static target, and when it moves, it represents a dynamic target.
[0009] The UAV carries an optoelectronic pod for remotely photographing a customized target ball, and sends the photographed video and its own attitude, position and slant range data to the data processing module; the data processing module is used to identify and resolve the video photographed by the UAV to obtain the position of the customized target ball measured by the UAV when measuring the positioning accuracy of the UAV for a designated single-point target on the water surface; and is also used to measure the actual value of the position of the customized target ball using a high-precision positioning device, and compare the position of the customized target ball measured by the UAV with the measured value to obtain the single-point positioning accuracy of the UAV for the target on the water surface at the current slant range;
[0010] The data processing module is used to identify and solve the video shot by the drone to obtain the vertical distance, straight-line distance and angle of the two targets measured by the drone when measuring the positioning accuracy of the drone for two designated targets on the water surface; it is also used to use high-precision positioning equipment to measure the actual values of the straight-line distance, vertical distance and angle of the two targets, and compare the straight-line distance, vertical distance and angle of the two targets measured by the drone with the measured values to obtain the straight-line distance deviation, vertical distance deviation and angle deviation accuracy of the drone positioning the two designated targets on the water surface at the current slant range.
[0011] The method for measuring the single-point positioning accuracy of a UAV to a surface target by using the above-mentioned UAV to surface target positioning accuracy measurement system comprises the following steps:
[0012] Step 1: Install a customized target ball on the ship, move the ship to the target position or control the ship to simulate the moving trajectory of the target, and control the drone to fly to the designated airspace;
[0013] The drone remotely shoots the customized target ball and sends the shot video and its own attitude, position and slant range data to the data processing module;
[0014] The data processing module identifies and solves the video taken by the drone to obtain the position of the customized target ball measured by the drone; it also uses a high-precision positioning device to measure the actual value of the customized target ball position, and compares the customized target ball position measured by the drone with the measured value to obtain the single-point positioning accuracy of the drone for the target on the water surface at the current slant range;
[0015] Step 2: By adjusting the height and focal length parameters of the drone and repeating step 1, the single-point positioning accuracy of the drone for targets on the water surface at different slant distances and focal lengths can be measured.
[0016] A method for measuring the linear distance deviation, perpendicular distance deviation, and angular deviation accuracy of a drone's positioning of two specified targets on the water surface using the above-mentioned drone's positioning accuracy measurement system for water surface targets, characterized by including the following steps:
[0017] Step 1: Install two customized target balls on a boat, move the boat to the position of the target to be measured or control the boat to simulate the movement trajectory of the target to be measured, and operate the drone to fly to the specified airspace;
[0018] The drone remotely photographs the customized target balls and sends the captured video, as well as its own attitude, position, and slant range data, to the data processing module;
[0019] The data processing module identifies and calculates the video captured by the drone to obtain the linear distance, perpendicular distance, and included angle of the two targets measured by the drone; it also measures the actual values of the linear distance, perpendicular distance, and included angle of the two targets using a high-precision positioning device, and compares the linear distance, perpendicular distance, and included angle of the two targets measured by the drone with the measured values to obtain the linear distance deviation, perpendicular distance deviation, and angular deviation accuracy of the drone's positioning of two specified targets on the water surface under the current slant range.
[0020] Step 2: By adjusting the height and focal length parameters of the drone and repeating Step 1, the linear distance deviation, perpendicular distance deviation, and angular deviation accuracy of the drone's positioning of two specified targets on the water surface under different slant ranges and different focal lengths can be measured.
[0021] The present invention has the following beneficial technical effects:
[0022] 1) The customized target balls provided in the present invention can be installed with positioning devices, have strong anti-interference ability, and can keep the positioning devices in a suitable attitude and perform effective positioning.
[0023] 2) The GPS positioning device is provided with a high-precision position measurement function and can output high-precision positioning information and corresponding time information.
[0024] 3) The provided target balls can be towed by a boat as moving targets, and the system can be used to measure the positioning accuracy of the drone for moving targets on the water surface. Description of the Drawings
[0025] Figure 1 is a schematic diagram of the single-point positioning accuracy measurement of the drone of the present invention;
[0026] Figure 2 is a schematic diagram of the linear distance deviation accuracy measurement of the drone target positioning of the present invention;
[0027] Figure 3 is a schematic diagram for measuring the perpendicular distance deviation and angular deviation accuracy of the drone target positioning of the present invention. DETAILED DESCRIPTION
[0028] The principles and features of the present invention are described below in conjunction with the accompanying drawings. The examples given are only used to explain the present invention and are not used to limit the scope of the present invention.
[0029] See also Figure 1 , Figure 2 , Figure 3 The present invention describes a system and method for measuring the positioning accuracy of a drone on a surface target, comprising the following steps:
[0030] The surface target positioning accuracy measurement system includes a customized target ball, a high-precision positioning device, and a data acquisition terminal. The customized target ball has a large color difference with the water surface, and has a high degree of recognition in the drone video. The target ball can be installed with a positioning device, has a strong anti-interference ability, and can maintain a suitable posture to enable the positioning device to perform effective positioning when the water surface fluctuates greatly and is in motion. The high-precision positioning device has high positioning accuracy, and the position information can be transmitted to the data processing terminal in real time; the data acquisition terminal can collect the positioning information of the positioning device and the corresponding time information.
[0031] The above-mentioned UAV surface target positioning accuracy measurement system can be used to measure the single-point static and dynamic positioning accuracy of the UAV (including the optoelectronic payload) to the surface target. The specific steps are as follows: Figure 1 As shown, a high-precision positioning device is installed in a conspicuous position on the ship, or installed on a customized target ball as a static target, or it can be dragged forward by the ship as a moving target. The positioning information of the high-precision positioning device is recorded in real time by the data acquisition terminal as the real position of the surface target to be measured. The optoelectronic payload of the drone collects the video data of the surface ship or the surface target ball and transmits it to the ground positioning solution computer, and the solved ship or target ball positioning data is compared with the measured position information collected by the data acquisition device. By adjusting the height and pod parameters of the drone, the positioning accuracy of the drone for the surface target at different slant distances and focal lengths can be measured.
[0032] The above-mentioned UAV surface target positioning accuracy measurement system can also be used to measure the straight-line distance deviation accuracy of the UAV (including the photoelectric payload) positioning two designated targets on the water surface, including the following steps: Figure 2As shown, two high-precision positioning devices are installed in a conspicuous position on the ship, or installed on a customized target ball as a static target, or they can be dragged forward by the ship as a moving target. The positioning information of the high-precision positioning device is recorded in real time by the data acquisition terminal, and the optoelectronic payload of the drone collects the video data of the surface ship or the surface target ball and transmits it to the ground positioning solution computer. The straight-line distance between the two ships or two target balls obtained by the solution is compared with the measured straight-line distance collected by the data acquisition device. By adjusting the height and pod parameters of the drone, the straight-line distance deviation accuracy of the drone positioning two designated targets on the water surface at different slant distances and different focal lengths can be measured.
[0033] The above-mentioned UAV surface target positioning accuracy measurement system can also be used for a method of measuring the vertical distance deviation and angle deviation accuracy of a UAV to a surface target relative to a specified direction, comprising the following steps: Figure 3 As shown, two high-precision positioning devices are installed in a conspicuous position on the ship, or installed on a customized target ball as a static target, or can be dragged forward by the ship as a moving target. The positioning information of the high-precision positioning device is recorded in real time by the data acquisition terminal, and the optoelectronic payload of the drone collects the video data of the surface ship or the surface target ball and transmits it to the ground positioning solution computer. The position information of the two ships or two target balls is solved, and the vertical distance deviation and angle deviation of one target relative to the other in the specified direction are calculated and compared with the measured data collected by the data acquisition device. By adjusting the height and pod parameters of the drone, the vertical distance deviation and angle deviation accuracy of the drone to the surface target relative to the specified direction at different slant distances and focal lengths can be measured.
[0034] The above is an example of the best implementation of the present invention, and the parts not described in detail are common knowledge of ordinary technicians in the field. The protection scope of the present invention shall be based on the content of the claims, and any equivalent transformation based on the technical enlightenment of the present invention is also within the protection scope of the present invention.
Claims
1. A system for measuring the positioning accuracy of a drone to a surface target, characterized in that: Including customized target sphere, drone and data processing module; The customized target ball is connected to the ship through a cable and can move in the same direction and speed as the ship. When the ship is stationary, it represents a static target, and when it moves, it represents a dynamic target. The UAV carries an optoelectronic pod for remotely photographing a customized target ball, and sends the photographed video and its own attitude, position and slant range data to the data processing module; the data processing module is used to identify and resolve the video photographed by the UAV to obtain the position of the customized target ball measured by the UAV when measuring the positioning accuracy of the UAV for a designated single-point target on the water surface; and is also used to measure the actual value of the position of the customized target ball using a high-precision positioning device, and compare the position of the customized target ball measured by the UAV with the measured value to obtain the single-point positioning accuracy of the UAV for the target on the water surface at the current slant range; The data processing module is used to identify and solve the video shot by the drone to obtain the vertical distance, straight-line distance and angle of the two targets measured by the drone when measuring the positioning accuracy of the drone for two designated targets on the water surface; it is also used to use high-precision positioning equipment to measure the actual values of the straight-line distance, vertical distance and angle of the two targets, and compare the straight-line distance, vertical distance and angle of the two targets measured by the drone with the measured values to obtain the straight-line distance deviation, vertical distance deviation and angle deviation accuracy of the drone positioning the two designated targets on the water surface at the current slant range.
2. A method for measuring the single-point positioning accuracy of a UAV to a surface target using the UAV to surface target positioning accuracy measurement system according to claim 1, characterized in that: The following steps are involved: Step 1: Install a customized target ball on the ship, move the ship to the target position or control the ship to simulate the moving trajectory of the target, and control the drone to fly to the designated airspace; The drone remotely shoots the customized target ball and sends the shot video and its own attitude, position and slant range data to the data processing module; The data processing module identifies and solves the video taken by the drone to obtain the position of the customized target ball measured by the drone; it also uses a high-precision positioning device to measure the actual value of the customized target ball position, and compares the customized target ball position measured by the drone with the measured value to obtain the single-point positioning accuracy of the drone for the target on the water surface at the current slant range; Step 2: By adjusting the height and focal length parameters of the drone and repeating step 1, the single-point positioning accuracy of the drone for targets on the water surface at different slant distances and focal lengths can be measured.
3. A method for measuring the straight-line distance deviation, vertical distance deviation and angle deviation accuracy of positioning of two designated targets on the water surface by using the UAV positioning accuracy measurement system for water surface targets according to claim 1, characterized in that: The following steps are involved: Step 1: Install two customized target balls on the ship, move the ship to the target position or control the ship to simulate the moving trajectory of the target, and control the drone to fly to the designated airspace; The drone remotely shoots the customized target ball and sends the shot video and its own attitude, position and slant range data to the data processing module; The data processing module identifies and solves the video taken by the drone to obtain the straight-line distance, vertical distance and angle of the two targets measured by the drone; the high-precision positioning equipment is also used to measure the actual values of the straight-line distance, vertical distance and angle of the two targets, and the straight-line distance, vertical distance and angle of the two targets measured by the drone are compared with the measured values to obtain the straight-line distance deviation, vertical distance deviation and angle deviation accuracy of the drone positioning the two designated targets on the water surface at the current slant range; Step 2: By adjusting the height and focal length parameters of the drone and repeating step 1, the straight-line distance deviation, vertical distance deviation and angle deviation accuracy of the drone positioning two designated targets on the water surface at different slant distances and focal lengths can be measured.
Citation Information
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