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159results about How to "Improve navigation performance" patented technology

Road traffic sign identification method with multiple-camera integration based on DS evidence theory

The present invention relates to a road traffic sign identification method with multiple-camera integration based on the DS evidence theory, belonging to the technical field of image processing. According to the method, five types of road traffic indication signs which are going straight, turning left, turning right, going straight and turning left, and going straight and turning right are mainly identified, and the method is divided into two parts which are training and testing. In a training stage, the direction gradient histogram feature of a training sample is extracted, thus a sample characteristic and a category label are introduced into a support vector machine to carry out classification training. In a testing stage, an interested region is obtained through image pre-processing, the direction gradient histogram feature of the interested region is extracted and is sent into a classifier to carry out classification, according to the credibility of the sign to be identified obtained by the classifier belonging to each category, and combined with a DS evidence theory data integration method and a maximum credibility decision rule, a final sign identification result is determined. According to the invention, a multiple-camera data integration method based on the DS evidence theory is employed, the information of multiple cameras are integrated to obtain a final identification result, and the road traffic signs can be stably and efficiently identified.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Mobile-robot route planning method based on improved genetic algorithm

InactiveCN106843211AImprove environmental adaptabilityStrong optimal path search abilityPosition/course control in two dimensionsGenetic algorithmsProximal pointTournament selection
The invention relates to a mobile-robot route planning method based on an improved genetic algorithm. A raster model is adopted to preprocess a working space of a mobile robot, in a rasterized map, an improved rapid traversing random tree is adopted to generate connections of several clusters between a start point and a target point, portions for the mobile robot to freely walk on in the working space are converted into directed acyclic graphs, and a backtracking method is adopted to generate an initial population which is abundant in diversity and has no infeasible path on the basis of the directed acyclic graphs. Three genetic operators, namely a selection operator, a crossover operator and a mutation operator, are adopted to evolve the population, wherein the selection operator uses a tournament selection strategy, the crossover operator adopts a single-point crossover strategy, and the mutation operator adopts a mutation strategy which displaces an aberrance point with an optimal point in eight-neighbor points of the aberrance point. A quadratic b-spline curve is adopted to smooth an optimal route, and finally, a smooth optimal route is generated. According to the method, the route planning capability of the mobile robot under a complex dynamic environment is effectively improved.
Owner:DONGHUA UNIV

Autonomous mobile fire-fighting robot capable of automatic detection and fire extinguishment, and control method thereof

The invention discloses an autonomous mobile fire-fighting robot capable of automatic detection and fire extinguishment, and a control method thereof. The autonomous mobile fire-fighting robot comprises a robot body, wherein a mobile chassis and an image-video acquisition module are arranged on the robot body, the front, rear, left and right parts of the mobile chassis are provided with wheels, a control system is arranged inside the robot body, the control system comprises a fire extinguishing system, an inertial navigation module, a laser navigation module, a core controller, a data storage module, a power supply module, a sensor unit, a video processing module, a motion control unit and an intelligent instrument, and the core controller is connected with the fire extinguishing system, the inertial navigation module, the laser navigation module, the data storage module, the sensor unit, the video processing module and the motion control unit. The control method of the autonomous mobile fire-fighting robot realizes autonomous starting and autonomous moving functions, is used for detecting temperature, sparks and fire situations in real time during the patrol process, and implements the autonomous fire extinguishing function immediately once a fire is discovered.
Owner:浙江海阔人工智能科技有限公司

Combined navigation method applicable to unmanned aerial vehicle in glide landing stage

The invention provides a combined navigation method applicable to an unmanned aerial vehicle in a glide landing stage, and aims to provide a combined navigation method which is low in cost and simple in engineering implementation. According to the technical scheme, the method comprises the following steps of: (1) in an airport for glide test or flying, inputting a precise positioning measurement data point serving as reference data into calculation software of a differential global positioning system (GPS) ground station; (2) when an onboard differential GPS antenna receives GPS signals of three or more satellites, intersecting a position information coordinate of the unmanned aerial vehicle by the onboard differential GPS antenna, correcting the coordinate information of the unmanned aerial vehicle, which is measured by the onboard differential GPS antenna in real time, according to pseudo-range information emitted by the differential GPS ground station in real time, and eliminating a common error; and (3) sending the corrected coordinate information of the real-time position of the unmanned aerial vehicle to an independent inertia navigation system on an airplane through an RS232 signal, correcting state data such as the position, the speed and the attitude angle of the airplane, which are measured by the inertia navigation system in real time, by the inertia navigation system, sending the precise position information to a flying control computer through RS422, and performing precise control over glide landing of the airplane.
Owner:CHENGDU AIRCRAFT INDUSTRY GROUP

Agricultural unmanned aircraft controlled by Beidou satellite and GPS (global positioning system)

The invention discloses an agricultural unmanned aircraft controlled by a Beidou satellite and a GPS (global positioning system). The agricultural unmanned aircraft comprises an aircraft body and a ground control system, wherein the ground control system comprises a task planning and control station, a power supply cart and an antenna system; the aircraft body comprises an airplane body, a propelling device, a chemical spraying device, a flight manipulating device, a power supply system, an airplane-borne navigation device and a flight data terminal; the task planning and control station comprises a task planning device, a control and display control platform, an image and remote measuring facility, a computer, a signal processor, a ground data terminal and a communication device; the airplane-borne navigation device comprises a GPS receiver, a Beidou receiver and a navigation control system; the GPS receiver comprises a GPS receiver antenna unit, a GPS receiver host unit and a power supply; the Beidou receiver comprises a receiving antenna, a transmitter and a Beidou receiver host unit; the navigation control system is used for preprocessing the GPS navigation information and Beidou navigation information and uniformly changing a coordinate system and a datum point.
Owner:胡茂东

Zero-velocity/course correction application online calibrating method for optical fiber strapdown inertial measuring unit

The invention discloses a zero-velocity/course correction application online calibrating method for optical fiber strapdown inertial measuring unit, and belongs to the field of inertial technology. A carrier erection two-position aligning process is utilized sufficiently, main error sources including drift errors, scale errors, mounting errors and the like of the optical fiber inertial measuring unit are calibrated by a filtering method on the basis of zero-velocity correction and heading correction, and the actual use precision of the optical fiber inertial measuring unit is improved. Output data of an optical fiber gyro and output data of a quartz accelerometer are acquired by determining parameters of the initial position of a carrier; the gesture of the carrier is determined by means of coarse alignment; and online calibration is realized by precise alignment for a horizontal position and a vertical position. The method is used for calibrating main error items of the optical fiber inertial measuring unit, so that the parameter identification precision of a system and an actual navigation performance of the optical fiber strapdown inertial measuring unit are improved.
Owner:BEIHANG UNIV

Distributive navigation unit based on inertia network and information fusion method thereof

InactiveCN102679977AMeeting the needs of high-performance navigation systemsAccurate Local Inertial InformationNavigational calculation instrumentsNavigation by speed/acceleration measurementsStructure of Management InformationNavigation system
The invention discloses a distributive navigation unit based on inertia network and an information fusion method thereof, belonging to the technical field of inertia navigation location. The distributive navigation unit is of a network topology structure consisting of n inertia network nodes, wherein n is a natural number larger than or equal to 2. The information fusion method comprises the following steps of: obtaining inertia sensor information through a data acquisition unit, obtaining a rotation transformation matrix through a rotation transformation matrix calculation and updating unit, carrying out distributive inertia measurement fusion treatment on measurement information of SRIMU to obtain local inertia state vectors, and carrying out distributive navigation state fusion treatment according to the inertial state vectors, as well as inertia measurement information of other nodes and the same type of local navigation states of other nodes so as to obtain local navigation state estimation with higher performance. The distributive navigation unit based on inertia network and the information fusion method can not only meet requirements of a high-performance navigation system, but also can provide accurate local inertia information and are applied to stabilization and compensation of local movement.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Multi-sensor information fusion method for mobile robot based on UKF (Unscented Kalman Filter)

The invention provides a multi-sensor information fusion method for a mobile robot based on a UKF (Unscented Kalman Filter). The method comprises the following processing steps that milemeter locating information and electronic compass azimuth information of the mobile robot are filtered to obtain robot local rough azimuth information L; WLAN (Wireless Local Area Network) locating information is processed by adopting a trilateration locating method to obtain a robot preliminary overall locating coordinate W; the W and the L are subjected to coordinate transformation to obtain overall azimuth information WL; RFID (Radio Frequency Identification) locating information is processed by adopting the trilateration locating method to obtain locating information, and the locating information is subjected to data layer filtering to obtain overall locating information R; the ultrasonic locating information is filtered to obtain barrier local azimuth information Z; and the W, the L, the R and the Z are subjected to total information fusion to obtain robot and barrier overall accurate azimuth information. According to the method, the independent locating accuracy of the mobile robot can be improved significantly, and the anti-interference independent locating capability and the navigation capability of the mobile robot can be improved.
Owner:JIAMUSI UNIVERSITY

Community security and protection unmanned plane

InactiveCN106647806AOvercoming the disadvantages of insufficient lithium battery powerImprove battery lifeImage enhancementDc network circuit arrangementsMarine engineeringUncrewed vehicle
The invention provides a community security and protection unmanned plane, and the security and protection unmanned plane is characterized in that the security and protection unmanned plane comprises an unmanned plane and an intelligent lifting platform for mounting the unmanned plane; the intelligent lifting platform mounts a brand-new proton exchange membrane fuel cell for charging the unmanned plane landing on the intelligent lifting platform; the unmanned plane employs a visual method for navigation in a flying process. The unmanned plane is good in practicality, and can carry out the modification of conventional equipment. The unmanned plane and an intelligent vehicle cooperate with each other for work. A vehicle-mounted large-capacity fuel cell is used for charging the unmanned plane landing on the vehicle-mounted large-capacity fuel cell, thereby ironing out the defect that a lithium battery of the unmanned plane is not sufficient in power. The endurance of the unmanned plane will be greatly improved through the moving lifting platform cooperating with the unmanned plane. The designed new-generation unmanned plane greatly improves the endurance and navigation performances for the security and protection of a community, and is remarkable in application prospect of security and protection of communities.
Owner:DONGHUA UNIV
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