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451results about How to "Reduce calibration costs" patented technology

Calibration method of correlation between single line laser radar and CCD (Charge Coupled Device) camera

The invention discloses a calibration method of correlation between a single line laser radar and a CCD (Charge Coupled Device) camera, which is based on the condition that the CCD camera can carry out weak imaging on an infrared light source used by the single line laser radar. The calibration method comprises the steps of: firstly, extracting a virtual control point in a scanning plane under the assistance of a cubic calibration key; and then filtering visible light by using an infrared filter to image infrared light only, carrying out enhancement, binarization treatment and Hough transformation on an infrared image with scanning line information, and extracting two laser scanning lines, wherein the intersection point of the two scanning lines is the image coordinate of the virtual control point in the image. After acquiring multiple groups of corresponding points through the steps, a correlation parameter between the laser radar and the camera can be solved by adopting an optimization method for minimizing a reprojection error. Because the invention acquires the information of the corresponding points directly, the calibration process becomes simpler and the precision is greatly improved with a calibrated angle error smaller than 0.3 degree and a position error smaller than 0.5cm.
Owner:NAT UNIV OF DEFENSE TECH

Online calibration system and online calibration method for ununiformity of LED (light-emitting diode) display screen

InactiveCN102723054AAccurately assess severityAccurate evaluation of luminance distortionStatic indicating devicesLED displayLED lamp
The invention discloses an online calibration system and an online calibration method for ununiformity of an LED (light-emitting diode) display screen. The online calibration system and the online calibration method mainly solve problems that an existing test method is only used for testing brightness uniformity, tested brightness uniformity index cannot reflect an overall performance of an LED display screen, and ununiformity calibration cannot be carried out according to tested data. The online calibration method includes steps of acquiring test images displayed by the LED display screen by a camera, and dividing LED lamp points by a method based on background prediction after noise is eliminated; repositioning luminous zones of the lamp points and component pixels of the luminous zones; and then mixing the lamp points to form colors of the pixels, and fitting acquired chromaticity coordinates of the lamp points to form a Gaussian curve after gross errors are eliminated, and solving a mean value of the chromaticity coordinates; substituting the mean value of the chromaticity coordinates into a uniformity evaluation formula to evaluate the uniformity; and finally generating a calibration matrix and performing online real-time online ununiformity calibration point by point. The online calibration method for the ununiformity of the LED display screen is high in precision and efficiency and good in stability, is simple, convenient and feasible, and is capable of being used for testing a uniformity display performance and ununiformity calibration for the LED display screen.
Owner:XIDIAN UNIV

Laser radar two-step calibration method based on calibration field

ActiveCN107167790ABreaking high flatness requirementsBreak flatness requirementsWave based measurement systemsDistance correctionTheodolite
The invention discloses a laser radar two-step calibration method based on a calibration field. The method comprises steps of establishing a calibration field; carrying out calibration; preparing angle calibration; networking a theodolite; scanning a laser radar; measuring the theodolite; establishing an angle correction equation; calculating an angle correction coefficient; establishing a base line field; measuring the laser radar; measuring the theodolite; establishing a distance correction equation; and calculating a distance correction coefficient. According to the invention, rapid calibration of the laser radar is achieved without taking a precisely designed and processed calibration device as a calibration standard; a problem of too high requirements on a test place, the calibration field and the calibration device in the normal method is solved; through cooperation of a rotation bench, the whole test process is achieved, the test difficulty level is reduced and a difficulty in ensuring precision of full field-of-view angle correction in the normal method is solved; and through the test of the calibration field and the base line field step by step, effects of correcting separation distances in a calibration model are achieved and disadvantages in mutual coupling of distance parameters and angle parameters in the normal method are overcome.
Owner:BEIJING INST OF CONTROL ENG

Grain storage quantity detection method for horizontal warehouse and shallow silo

The invention relates to a grain storage quantity detection method for horizontal warehouses and shallow silos. The grain storage quantity detection method comprises the following steps of: firstly selecting specific pressure sensors to lay a grain warehouse pressure sensor detection network; distributing the pressure sensors along the side wall of the grain warehouse in the mode that all the pressure sensors are evenly-spaced laid at d meter distance from the side wall; and determining whether a grain warehouse is calibrated or not so as to obtain a calibration parameter and a grain warehouse weight prediction model, spreading the top surface of a grain pile in the grain warehouse after the grain warehouse is fully filled with the grain, detecting the average output valve of the pressure sensor at the bottom of the grain warehouse, and detecting the grain storage quantity of the grain warehouse according to an actually-tested bottom surface area of the grain warehouse, a bottom surface area of the calibrated grain warehouse and calibrated parameters by using a model so as to obtain an estimated value of the weight of the grain warehouse. According to the grain storage quantity detection method provided by the invention, the pressure sensors are required to be arranged on the bottom surface of the grain warehouse, and a compensating item of a side grain warehouse friction action is added into a bottom surface pressure estimating model in order to avoid using the side pressure sensor and accurately obtain the estimated value of the pressure of the bottom surface of the grain warehouse, so that the quantity of the sensors is obviously reduced, and the device detection cost and the installation and maintenance cost are reduced.
Owner:HENAN UNIVERSITY OF TECHNOLOGY

Model-based gasoline engine calibration method

ActiveCN104408271AIncreased calibration workloadDelayed production cycleSpecial data processing applicationsTest designOperating point
The invention provides a model-based gasoline engine calibration method, belongs to the technical field of gasoline engines, and designs and develops a statistical model based gasoline engine calibration method mainly for a dynamic property optimized calibration process of a gasoline engine. The model-based gasoline engine calibration method comprises the following steps: (1), design of test operating points, (2) establishment of a mathematical statistics model and (3), optimization of calibrating procedure design, wherein firstly, relatively fewer test points can be selected in a test design phase so as to reduce workload; then an engine statistical model is established with a mathematical statistics method after related data are acquired; and finally, optimized calibration is performed on the basis of the statistical model. Under the premise that the performance of the gasoline engine is improved without loss of calibration accuracy, the model-based gasoline engine calibration method has the advantages as follows: time is saved, the cost is reduced, the output torque is increased, and the problems that the traditional manual calibration method is time-consuming, labor-consuming and low in efficiency and the conventional automatic optimized calibration equipment is complicated in technology and expensive are solved.
Owner:JILIN UNIV

Single-axle table calibration method for fiber optic gyro strapdown inertial navigation system

The invention aims at providing a single-axle table calibration method for a fiber optic gyro strapdown inertial navigation system. The fiber optic gyro strapdown inertial navigation system is placed on a single-axle table, the fiber optic gyro strapdown inertial navigation system is electrified for preheating, the angular velocity outputted by a fiber optic gyro and the specific force outputted by a quartz flexible accelerometer are collected, then the single-axle table is controlled to rotate at 90 degrees counter-clockwise around a rotating shaft three times, the angular velocity outputted by the fiber optic gyro and the specific force outputted by the quartz flexible accelerometer at each time are respectively collected, and the drift of the fiber optic gyro in an x, y and z-axis coordinate system of an inertia device and the zero bias value of the quartz flexible accelerometer in the x, y and z-axis coordinate system of the inertia device are further obtained. The method can measure the drift of the fiber optic gyro and the zero bias value of the quartz flexible accelerometer by utilizing the single-axle table to rotate into different angular positions; furthermore, the calibration cost of the single-axle table is low, the steps are simple, and the single-axle table only needs to be placed on the ground during the calibration without a laboratory.
Owner:HARBIN ENG UNIV

Double antenna combination inertial navigation device based on self calibration of installation parameters

The invention provides a double antenna combination inertial navigation device based on self calibration of installation parameters. The double antenna combination inertial navigation device based on self calibration of installation parameters includes an IMU inertia measuring module, an INS processing module, a GNSS receiver, a combination inertial navigation Kalman filtering calculating module and a power supply module, wherein the combination inertial navigation Kalman filtering calculating module calculates the coordinates of the antenna in the inertial navigation coordinate system according to the following formula, according to the navigation state parameter, the navigation measuring information, the available ephemeris data and the satellite health state. The double antenna combination inertial navigation device based on self calibration of installation parameters can realize on-line calculation of the coordinates of each antenna in the inertial navigation coordinate system when double antenna combination inertial navigation is aligned precisely and dynamically, and has no requirement for special optical equipment as each installation relationship can realize self-calibration, thus improving the efficiency and saving the calibration cost.
Owner:BEIJING SDI SCI & TECH

Micro inertial measurement unit screening method and combined type micro inertial measurement device

The invention provides a micro inertial measurement unit screening method and a combined type micro inertial measurement device. In the screening method, according to a multi-position method, an angular speed conversion matrix is calculated, the spinning top z-axis zero-offset data, changing along with temperature, of the combined type micro inertial measurement device is calculated, and micro inertial measurement units are screened with the minimum curve fitting residual error, changing along with temperature, of spinning top x-axis/y-axis/z-axis zero-offset data of the combined type micro inertial measurement device as the standard; the combined type micro inertial measurement device comprises at least two micro inertial measurement units capable of measuring angular speeds of three axes. The micro inertial measurement units are arranged on an installation platform. The combined type micro inertial measurement device has the advantages that the micro inertial measurement units low in price can be combined to establish an inertial measurement system high in performance, cost is saved, higher reliability is achieved, the influences of temperature changes on spinning top zero-offset are reduced, and effective error compensation of the inertial measurement device is achieved.
Owner:湖南云箭格纳微信息科技有限公司

Depth camera automatic calibration algorithm based on three-dimensional feature points

The invention provides a depth camera automatic calibration algorithm based on three-dimensional feature points. According to the calibration algorithm, calibration work of a depth camera can be completed at a time by using two depth images and corresponding three-dimensional feature pixel points. The method comprises the following steps: firstly, combining a depth camera measurement model and a classical camera calibration model according to known coordinates of characteristic pixel points in a three-dimensional space, coordinates of corresponding points in a depth image and an original erroroffset to obtain a basic calibration model of a depth camera; secondly, obtaining an initial value of an internal parameter of the camera through an internal parameter constraint condition of the depth camera, and obtaining an external parameter according to the initial value of the internal parameter; and finally, optimizing the established depth image error control function to obtain an optimalparameter of the depth camera. According to the calibration algorithm, a traditional calibration model of the depth camera is simplified, the defect that classic calibration is affected by illumination conditions, scene uncertainty and the like is overcome, internal and external parameters of the camera are accurately obtained, a good restoration effect on edge distortion of the depth image is achieved, and the calibration algorithm has the advantages of being easy to operate, high in calibration precision, good in practicability and robustness and the like.
Owner:CHENGDU UNIVERSITY OF TECHNOLOGY

Double-mechanical arm calibration method based on camera optical axis constraint

The invention relates to a double-mechanical arm calibration method based on camera optical axis constraint. The double-mechanical arm calibration method comprises the following steps that firstly, adouble-mechanical arm calibration system is established; secondly, a parameter calibration equation based on an error model is established; thirdly, feature point alignment and position data based onvisual control is acquired; and fourthly, the calibration equation is solved. According to the double-mechanical arm calibration method, the double-mechanical arm calibration system is established only through a camera and a checkerboard calibration plate, operation is easy and convenient, an expensive high-precision instrument and an elaborate calibration tool are not needed, and the calibrationcost is reduced; the calibration precision is higher, the number of the calibration steps is smaller, and the operation is more convenient; a visual control method based on images is used for controlling movement of a drive mechanical arm, feature points are automatically aligned to a camera optical axis, professional operation is not needed in the calibration process, and only an operator is needed to carry out simple supervision; and the double-mechanical arm calibration method is suitable for various double-arm cooperative systems and high in calibration precision, and a calibration resultcan meet requirements of most double-arm cooperative tasks.
Owner:HARBIN ENG UNIV

Method for calibrating inertial measurement unit applicable to low-precision single-shaft transposition device with azimuth reference

ActiveCN104121928AImprove long-term stabilityInertial navigation accuracy has little impactMeasurement devicesErrors and residualsComputer science
The invention discloses a method for calibrating an inertial measurement unit applicable to a low-precision single-shaft transposition device with azimuth reference, belonging to the technical field of inertia. The method is characterized by comprising the following steps: rotating the low-precision single-shaft transposition device to arrange five positions, fitting out a first-order intermediate parameter delta g and a second-order intermediate parameter shown in the specification by utilizing a speed error and an upward attitude error, calculating error parameters of each device through a least square method according to the relation between the intermediate parameter and the error parameter as well as the latest historical calibration parameters, substituting the iterated error parameter of the previous time and the original output data of the inertial measurement unit into a navigation equation in order to effectively eliminate the positioning error caused by a turntable, then re-calculating the observed quantity, the intermediate parameter and the error parameter residual error, then compensating the residual error of the error parameter, and deducing the rest by analog until the error parameter residual error obtained through the iteration calculation is smaller than a threshold value. By adopting the method, the calibration cost and the dependence of the calibration on the precision of the turntable can be greatly reduced, the calibration time is shortened, and the engineering practicability can be achieved.
Owner:THE GENERAL DESIGNING INST OF HUBEI SPACE TECH ACAD
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