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134results about How to "Reduce computational efficiency" patented technology

Remote sensing image scene classification method based on multi-scale depth feature fusion and transfer learning

The invention provides a remote sensing image scene classification method based on multi-scale depth feature fusion and transfer learning in order to solve the classification problem of remote sensingimage scenes. The method comprises the following steps: firstly, obtaining a multi-scale remote sensing image by using a Gaussian pyramid algorithm, inputting the multi-scale remote sensing image into a full convolutional neural network, and extracting multi-scale depth local features; cutting the image to a fixed size required by the CNN; obtaining global features of a full connection layer in an input network, using compact bilinear pooling operation to encode multi-scale depth local features and global features obtained by a CNN, fusing the two depth features to jointly represent a remotesensing image, enhancing the mutual relation between the features, and enabling the obtained features to be more distinctive; and finally, classifying the remote sensing image scenes by utilizing a transfer learning technology and combining the two methods. According to the convolutional neural network, a VGG16-Net is used as a basic network.
Owner:BEIJING UNIV OF TECH

Distributed parallel calculating system and method based on dynamic data division

The invention relates to a distributed parallel computing system based on dynamic data splitting and a method thereof. The system comprises a splitting unit, an operational unit, an environmental unit and a load balancing unit, wherein the splitting unit is responsible for splitting a data item to be computed and dividing data to be computed into a plurality of relative independent computational items according to division rules; the operational unit is responsible for performing distributed parallel computation on the computational items and comprises a plurality of calculators; the environmental unit is responsible for deploying the executive environment in the calculators before parallel computation and reducing the calculators to the state before execution after computational execution is completed; and the load balancing unit is responsible for inspecting loading conditions of all the calculators and dynamically distributing corresponding number of computational items to various calculators according to resource consumption conditions of the various calculators. The system and the method have the advantages that: firstly, the computing speed is accelerated to the maximum degree; secondly, spare resources of a computer are utilized to the maximum degree; thirdly, convenience is provided for controlling, monitoring and examining data computation; and fourthly, the operational unit is independently disaster-tolerant.
Owner:TENCENT TECH (SHENZHEN) CO LTD

Methods for Enabling a Scalable Transformation of Diverse Data into Hypotheses, Models and Dynamic Simulations to Drive the Discovery of New Knowledge

The present invention relates to a method for the automatic identification of at least one informative data filter from a data set that can be used to identify at least one relevant data subset against a target feature for subsequent hypothesis generation, model building and model testing. The present invention describes methods, and an initial implementation, for efficiently linking relevant data both within and across multiple domains and identifying informative statistical relationships across this data that can be integrated into agent-based models. The relationships, encoded by the agents, can then drive emergent behavior across the global system that is described in the integrated data environment.
Owner:QUANTUM LEAP RES

Method and system for protecting condition privacy of internet of vehicles based on certificateless batch verification

The invention discloses a method and a system for protecting a condition privacy of an internet of vehicles based on certificateless batch verification. The method comprises the following steps: a key generation center KGA and a track authentication center TRA jointly generate a master key and a system parameter of the internet of vehicles; according to the system parameter and vehicle user real identity information, the TRA generates a pseudonym identity of a vehicle user; the KGC generates a partial private key of the vehicle user; the vehicle user generates an own key; the vehicle user signs a message; an RSU carries out verification on a signature; and the RSU carries out the batch verification on the signature. According to the method and the system disclosed by the invention, by adopting a certificateless cryptography system, the unsolvable inherent certificate management problem and the certificate maintenance problem in the traditional public key cryptography system are effectively solved; and meanwhile, the key escrow problem caused by an identity-based cryptography system is also avoided; by adopting a batch verification technology, the signature verification efficiency in the internet of vehicles is improved; and in the internet of vehicles, the key generation center KGA and the track authentication center TRA are adopted to realize the condition privacy protection on the internet of vehicles.
Owner:HOHAI UNIV

Mobile phone information based section speed calculation method

The invention relates to a mobile phone information based section speed calculation method. The method is used for calculating the average speed information of a vehicle at each section through the analysis and the treatment of mobile phone information and the combination of traffic road position and direction. The key points of calculating the section average speed lies in massive data processing and precise positioning of a mobile phone user in a movement process. The problems are solved through two-stage three-time map matching in the invention. The map matching at the first stage comprises the following step of: matching Cell with sections, and the map matching at the second stage comprises the following steps of: establishing a subordination relationship of mobile phone data points and the sections through matching user data points with the sections two times, finally calculating the traffic speed of each user on the sections by using the Cell position in which continuous data points are located and the time, removing part of abnormal speeds in the traffic speeds, summing the traffic speeds and averaging the sum to obtain the average speed of each road. In the invention, the large amount of calculation caused by directly matching each data point with the sections is avoided, and the calculation efficiency is improved. The accuracy of the mobile phone data and the sections is improved through a proximity principle and a direction consistency principle.
Owner:BEIJING UNIV OF TECH +1

Self-adaptive control method for diagonal gait of four-footed robot

The invention discloses a self-adaptive control method for diagonal gait of a four-footed robot, which is used for self-adaptively controlling the walking of the four-footed robot in the nonstructural terrain with the diagonal gait. The self-adaptive control method bases on a fuzzy reasoning learning method and a foot trajectory real-time correction method and takes the diagonal gait as the motion mode so as to comprehensively control a robot body to adapt for the nonstructural environment. The gait planning is carried out on the environmental information collected by the sensor through the fuzzy reasoning learning method; the stability judgment is carried out on the gait planning information; if the planned four-footed robot has stable diagonal gait, the joint corner information is sent to a control system; if not, the supporting time of the diagonal feet is corrected by the foot trajectory real-time correction method so that the four-footed robot has better stability when walking under the changed gait in the nonstructural terrain. The self-adaptive control method is used for correcting foot trajectory planning and walking stability under changed gait when the four-footed robot walks diagonally in a dynamic way, thus realizing the self-perception, self-correction and self-adjustment of the four-footed robot.
Owner:NORTHWESTERN POLYTECHNICAL UNIV

Visual configuration method for index calculation

ActiveCN104268428AEfficient parallelismEfficient memory computingSpecial data processing applicationsTopological graphWeight coefficient
The invention discloses a visual configuration method for index calculation. The visual configuration method for the index calculation includes following steps: S01, building models of business objects; S02, building a model of basic data: selecting attributes of the business objects in visualization mode from the models of the business objects, built in the step S01, in an FLEX environment, and connecting the business objects through operational characters so as to form a calculation link of basic data items; S03, building a model of the index calculation: resolving logic of the index calculation into the basic data items, weighting coefficients and the operational characters, and forming a topological graph model of the logic of the index calculation in the FLEX environment; S04, calculating an index: using numerical value of the basic data items and an algorithm described by the operational characters to calculate layer by layer so as to push deep into a root node, and finally obtaining an index value on the root node. The visual configuration method for the index calculation organically integrates technologies of concurrent calculation, memory calculation, visual index calculation model configuration together, and develops the advantages of being parallel in clustering of the concurrent calculation, being high in efficiency of the memory calculation and the like.
Owner:STATE GRID CORP OF CHINA +2

Simulation system for spot welding invalidity number value

The invention relates to a spot-welding connection failure value simulation system in the car bodywork manufacturing engineering field. In the invention, a circle-stress failure criterion generating module obtains nugget circle stress distribution form according to the failure mode of the spot-welding connection in a strike process to generate the circle stress failure criterion; a failure extreme value stress and an index-parameter obtaining module obtain welding-spot critical failure stress extreme values and dimensionless stress sub-item index initial values under the condition of the peak values of four exterior loads; four types of sample value models which are pulling-cutting, pulling-extending, pulling-bending and pulling-twisting are established in a welding-spot connection value simulation module; an explicit dynamics analysis module couples circle stress failure criteria and obtains the continuous distributed inner stress of a welding-spot unit model and an extreme value stress borne by the welding-spot unit during failure time by simulation; a welding-spot failure material databank module stores the critical failure stress extreme values and the dimensionless stress sub-item index initial values of each stress component. The system not only can enhance the impact simulation precision without impact on the calculation efficiency, but also can reduce the design and exploitation cost.
Owner:SHANGHAI JIAO TONG UNIV

Method for simultaneous location and map creation

The invention refers to a method for simultaneous location and map creation. The method can be used for automatic positioning of a self-moving device, especially for a self-moving ground dust collecting device. The device is preferentially provided with a plurality of moving wheels driven by a motor, wherein the device is provided with an obstacle recognition device composed of an optical emitting and receiving unit, wherein a plurality of possible positions and directions (mass point 6) are further calculated from a beforehand calculated an assumed first position; and according to a second position occupied by the device after movement, by means of measurement results of the optical unit, one of the mass points is assumed as a new position of the device according to a predetermined selection algorithm considering probability. In order to further improve the method of this type, it is suggested that the calculation of the mass point is limited from the aspects of a solid angle and a distance range determined by a predetermined moving direction and moving distance or a moving speed.
Owner:VORWERK & CO INTERHOLDING GMBH

Semi-analysis modeling method of contact area between ball-end milling cutter and guide vane

The invention belongs to the five-axis numerical control machine tool machining field, and provides a semi-analysis modeling method of a contact area between a ball-end milling cutter and a guide vane. The semi-analysis modeling method of a contact area between a ball-end milling cutter and a guide vane includes the following steps: performing cutter path programming, and setting numerical control machining parameters; establishing a workpiece coordinate system, and acquiring the parameter equations of the design surface and the machining surface of the vane, and the movement track equation of the ball center of the milling cutter; determining the cutter contact point and the cutter location point during the machining process, taking the cutter contact point and the cutter location point as the origin to respectively establish a three dimensional rectangular coordinate system; converting solving problems of No.1-No.4 boundary curves of the contact area into projection equation solving problems of the curves in an XL-YL two dimensional coordinate system, and respectively solving the projection equations of the No.1-No.4 boundary curves; and obtaining the intersection points of the No.1-No.4 boundary curves, by mutually making a simultaneous system of equations, and obtaining the projection of the contact area. The semi-analysis modeling method of a contact area between a ball-end milling cutter and a guide vane can solve the problem of performing analysis modeling of the contact area during the process of processing a straight-vane-body vane molded in a vane grid by means of a ball-end milling cutter on a five-axis numerical control machine tool.
Owner:DALIAN UNIV OF TECH

Polarimetric SAR (synthetic aperture radar) image target detection method based on multipolarization features and FCN (full convolutional)-CRF (conditional random field) fusion network

The invention discloses a polarimetric SAR (synthetic aperture radar) image target detection method based on multipolarization features and an FCN (fully convolutional network)-CRF (conditional random field) fusion network. The invention aims to solve the problem of low detection accuracy of a polarimetric SAR artificial target of the prior art. The method includes the following steps that: a polarized SAR image to be detected is inputted, and Lee filtering is performed on the polarization coherent matrix T of the polarimetric SAR image; Pauli decomposition is performed on a polarimetric scattering matrix S, so that a pixel point-based feature matrix F1 can be formed; and Yamaguchi decomposition is performed on the filtered coherent matrix T, so that a pixel-based feature matrix F2 can be formed. According to the method of the invention, the multi-polarization feature and the FCN-CRF-based fusion network are applied to the detection of a polarimetric SAR artificial target, and therefore, the detection accuracy of the polarimetric SAR artificial target can be improved; and the method can be applied to multi-target classification tasks.
Owner:XIDIAN UNIV

Linear engineering structure rapid BIM modeling method based on finite element grid division

The invention discloses a linear engineering structure rapid BIM modeling method based on finite element grid division. The method comprises the steps of 1, setting a working environment; 2, inputtingthe design parameters; 3, longitudinally segmenting the structure; 4, cutting a characteristic cross section; 5, marking and drawing a control point on the longitudinal segmentation surface at the most front end; 6, marking and drawing a control point on the next longitudinal segmentation surface; 7, generating hexahedrons on the front longitudinal segmentation surface and the rear longitudinal segmentation surface; 8, generating a discontinuous component; 9, generating a structure entity; 10, carrying out model output. According to the present invention, the finite element analysis and the mesh division are considered in the parametric modeling process, the entity is established in the mode that points, lines and faces are arranged from low to high, the complex geometry with the topological association relation can be generated, the seamless combination of parametric BIM modeling and finite element analysis is achieved, and the high-quality finite element hexahedral mesh conversion is conducted. The method can be applied to all linear structures and has a wider application range.
Owner:GUANGXI COMM PLANNING SURVEYING & DESIGNING INST

Decentralized access control method for safe sharing of data in smart power grid

The invention discloses a decentralized access control method for safe sharing of data in a smart power grid. The method comprises the following main implementation steps: 1, constructing an access control system; 2, initializing an access control system, and generating a global public parameter GP of the system; 3, initializing an authorization mechanism; 4, generating a user key; 5, generating acloud server private key, a signature public key and a signature private key; 6, generating a final ciphertext; 7, verifying the identity of the user and decrypting the message; and 8, deleting the user to be revoked from the private key list of the cloud server. According to the method, multiple mechanisms are adopted to jointly undertake tasks of the system, the efficiency of the system is improved, a large amount of encryption and decryption calculation is carried out by the cloud server, the calculation overhead of a data user is saved, and zero knowledge is added to prove that the identity information of the user is protected in the interaction process of the user and multiple authorization mechanisms.
Owner:XIDIAN UNIV

Prediction method for fatigue reliability of cable support in subway tunnel

The invention discloses a prediction method for fatigue reliability of a cable support in a subway tunnel. The method comprises: considering nondeterminacy of model parameters, using a response surface method to generate parameter samples; according to the parameter samples, establishing a finite element model, converting a track irregular spectrum to an irregular spatial waveform, used to adjust node coordinates of steel rail nodes in the model; the steel rail node being provided with a vertical pressed non-pulled unit, used to simulate wheel-rail contact; establishing a train-rail model, a tunnel-soil mass model, and a support-cable model and solving, to obtain stress time-history of the node on the root of the support, amplitude of the node being maximum; using a rain-flow counting method to calculate fatigue life; according to the parameter samples and a fatigue life value to fit the response surface and calculating a reliability index; accordingly, a series of fatigue life target values can be assigned, calculating the corresponding reliability index, so as to draw an invalid exceedance probability curve of the support.
Owner:JIANGSU ELECTRIC POWER CO +3

Locomotive body light weight optimization method

ActiveCN105550434AImproved lightweight optimization methodSingle goalGeometric CADDesign optimisation/simulationShell elementBody weight
The invention discloses a locomotive body light weight optimization method. The method comprises following steps: A, writing a first APDL script file for parameterizing the unit thickness of a shell element assembly; B, writing a second APDL script file for extracting and writing the maximum stress of a node assembly; C, writing a third APDL script file, writing a fourth APDL script file, writing a fifth APDL script file and writing a sixth APDL script file; D, constructing a task process; E, carrying out DOE calculation; F, taking the design parameters corresponding to sensitivity values participating in summation to participate in optimization calculation; G, taking the values of a set of design parameters as the initial values of each design parameter in the optimization calculation, wherein the set of design parameters satisfies a strength and stiffness constraint condition and enables a target value to be least; H, carrying out the optimization calculation; and I, taking the solution firstly satisfying all working condition demands as the result of the optimization calculation. The method of the invention is good in optimization effect; the bearing capability of each component can be realized to the utmost extent; and the locomotive body weight is greatly reduced.
Owner:ZHUZHOU ELECTRIC LOCOMOTIVE CO LTD

Ultra-high density resistivity method parallel inversion method based on weighted multi-strategy leapfrogging algorithm

The invention discloses an ultra-high density resistivity method parallel inversion method based on a weighted multi-strategy leapfrogging algorithm. The method comprises the steps: adding a weighting coefficient to the local search of the leapfrogging algorithm so as to improve the algorithm's capability of jumping out of a local extreme value; introducing the least square search strategy to the local search of the leapfrogging algorithm so as to achieve the multi-strategy local search; employing the directed search characteristics of the least square method to improve the local convergence speed of the algorithm; employing the CUDA technology for the parallel calculation of the adaptability of each fog and the local search process of each meme group, thereby improving the total calculation efficiency of the algorithm. The method can achieve the optimal inversion according to the features of an ultra-high density resistivity method, can remarkably improve the inversion quality and efficiency of the ultra-high density resistivity method, and is very high in practicality.
Owner:HUNAN NORMAL UNIVERSITY

Thermodynamic calculation method for continuous spiral baffle plate shell-and-tube heat exchanger

The invention relates to a thermodynamic calculation method for a continuous spiral baffle plate shell-and-tube heat exchanger. Firstly, according to thermal parameters required by the design, the design of a single segmental baffle plate shell-and-tube heat exchanger is performed according to a design method of a traditional shell-and-tube heat exchanger, detailed geometry parameters of the single segmental baffle plate shell-and-tube heat exchanger are determined and meet requirements of working conditions, the heat exchanging area and the central tube diameter of the continuous spiral baffle plate shell-and-tube heat exchanger are determined under the conditions that the continuous spiral baffle plate shell-and-tube heat exchanger is the same as the obtained single segmental baffle plate shell-and-tube heat exchanger through the design in structural style, heat exchange tube diameter, heat exchanger tube arrangement mode and tube pass number, and then the baffle plate distance of the continuous spiral baffle plate shell-and-tube heat exchanger is determined according to a maximum flow velocity ratio. The calculation method can accurately and efficiently calculate the heat exchanger meeting requirements of a given thermal load task, the design efficiency and accuracy are high, the purpose of miniaturizing the heat exchanger can be achieved, and installation space and raw material are saved.
Owner:XI AN JIAOTONG UNIV

Pedestrian detection method based on wavelet fractal characteristic

The invention discloses a pedestrian detection method based on wavelet fractal characteristic, which relates to the technology of intelligent vehicles in an intelligent traffic system. The pedestrian detection method comprises the following steps: (1) reading a training sample set and standardizing all sample images to the pixel size of 48*96; (2) carrying three times of two-dimensional wavelet transformation on the sample images, and getting six wavelet sub-graphs in the second layer and the third layer; (3) getting absolute values of the wavelet sub-graphs obtained in the step (2), and carrying out stretching and scaling so that the numeric area is uniformly mapped to 0 to 255; (4) respectively getting fractal dimension vectors of the wavelet sub-graphs treated in the step (3); (5) standardizing the fractal vectors corresponding to each sub-graph obtained in the step (4); (6) combining the fractal vectors standardized in the step (5), and obtaining the wavelet fractal characteristic vector of 6*(n-1) dimension; and (7) using the wavelet fractal characteristic obtained in the step (6) for training a soft-supporter vector machine, and using the obtained discriminant function for realizing pedestrian detection. The invention has the characteristics of concise characteristic expression form, strong characteristic distinguishing capability and higher pedestrian detection efficiency.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Hydro-thermal generator set combination optimization scheduling method based on mixed integer programming

The invention discloses a hydro-thermal generator set combination optimization scheduling method based on mixed integer programming. The method comprises a step of obtaining the basic data of a single hydropower station, wherein the basic data comprises a reservoir water amount, a limit value of the reservoir water amount and a limit value of power generation flow, a step of carrying out piecewise linearization on a nonlinear constraint condition in the constraint conditions of a single hydropower station optimization scheduling model, a step of solving the single hydropower station optimization scheduling model which allows a target function F to be minimal according to a constraint condition which is subjected to piecewise linearization, a linear constraint condition of the single hydropower station optimization scheduling model and the basic data of the single hydropower station, and a step of determining a hydro-thermal generator set combination optimization scheduling model according to the single hydropower station optimization scheduling model which allows the target function F to be minimal. According to the method, the direct solution of a non-convex nonlinear problem of the nonlinear coupling of variables in time and space is avoided, and the operation efficiency of a power system is improved.
Owner:ELECTRIC POWER RESEARCH INSTITUTE OF STATE GRID QINGHAI ELECTRIC POWER COMPANY +1

Pre-stack seismic multi-parameter inversion method of shale reservoirs

The invention discloses a pre-stack seismic inversion method suitable for shale reservoirs with strong horizontal stratification structures and the like. Different from a conventional inversion methodbased on an equivalent VTI medium reflection coefficient formula, the method selects a recursive matrix algorithm as a forward modeling drive of prestack inversion. According to the recursive matrixalgorithm, a wave equation accurate solution and a recursive data mode are combined, and the internal complex wave field effect of shale and the like with a strong stratified structure can be effectively simulated. The recursive matrix based prestack inversion method is based on isotropic hypothesis, can reduce target parameters and improve inversion stability, and can be used for estimating elastic parameters of stratified structure reservoirs such as shale, eliminating the influence of a complex wave field in the shale on an underlying stratum and recovering attribute characteristics of theunderlying stratum. A synthetic record test of model parameters proves the effectiveness of the method provided by the invention.
Owner:HOHAI UNIV

Anemometer tower microcosmic site selection method based on wind acceleration factor

The invention discloses an anemometer tower microcosmic site selection method based on a wind acceleration factor, and belongs to the technical field of wind energy resource evaluation. The method comprises the following steps: firstly, obtaining a digital topographic map of a to-be-developed wind power plant area, carrying out mesh generation on the digital topographic map, and then carrying outdirectional calculation based on computational fluid dynamics to obtain wind acceleration factor distribution data in different wind direction sectors; then determining a plurality of alternative anemometer tower setting point locations by combining the main wind direction information and the wind acceleration factor distribution data; and finally, screening and rechecking the alternative anemometer tower setting point positions, and finally determining the anemometer tower setting point positions meeting the anemometer tower conditions. A reliable basis at the same stage and data collection degree is provided for microcosmic site selection of the anemometer tower. Therefore, the accuracy of site selection is remarkably improved, the situations that resource measuring points are not ideal,wind power plant development decisions are misled and the like possibly caused by the fact that a high-point anemometer tower is blindly selected according to experience are effectively avoided, andthe development time and investment cost of the wind power plant in complex terrains are greatly reduced.
Owner:HUANENG CLEAN ENERGY RES INST +1

Detection method of aircraft with low radar scattering cross-sectional area

The invention belongs to the technical field of radar detection, and discloses a detection method of an aircraft with a low radar scattering cross-sectional area. The method comprises the steps of 1,wave position arrangement and illumination; 2, ground clutter analysis and processing; 3, clutter cancellation processing; 4, profile detection of an invisible target. After the third step is executed, an output result of joint detection needs to be initially judged, and whether or not the profile of the aircraft with the low radar scattering cross-sectional area is detected is judged. According to the method, the aircraft with the low radar scattering cross-sectional area is utilized for achieving an attenuation effect on electromagnetic waves, and a traditional mode that radar target reflected wave energy is taken as a detection basis is changed; the excellent invisibility of the aircraft with the low radar scattering cross-sectional area is utilized, a shadow detection technology in optical image processing is introduced into the radar detection processing method of the aircraft with the low radar scattering cross-sectional area, the engineering applicability is high, and the methodhas high application value.
Owner:河南优易信息技术有限公司

Method of analyzing structural reliability of aeroengine turbine disc

The invention discloses a method of analyzing structural reliability of an aeroengine turbine disc; a random variable mathematical model is established according to non-uniformity of turbine disc material, and a stress analysis model is established according to stress condition; PDS (probabilistic design system) in ANSYS environment is used to perform Monte Carlo sampling on random variables of a turbine disc three-dimensional model to obtain maximum stress MAXSTRESS distribution of the turbine disc under different conditions; Monte Carlo simulation tests of different levels are performed on the random variables on MATLAB (matrix laboratory) platform, and reliability of the turbine disc is calculated according to structural functions to obtain the structural reliability of the turbine disc under different conditions; sensitivity of the random variables influencing the structural reliability of the turbine disc is calculated according to sensitivity equation. The method has the advantages of high convergence speed, low cost and high precision, and theoretical basis is provided for the optimal design and reliability management for a turbine disc.
Owner:XIAN TECHNOLOGICAL UNIV

Frequency domain multi-conductor transmission line electromagnetic pulse response rapid modeling method based on waveform relaxation iteration

The invention discloses a frequency domain multi-conductor transmission line electromagnetic pulse response rapid modeling method based on waveform relaxation iteration. A frequency domain calculationmodel for solving coupling of the electromagnetic pulse to the multi-conductor transmission line based on a waveform relaxation algorithm and analytical iteration is established in the frequency domain; A combined voltage wave equation and a BLT supermatrix equation are used; the mutual coupling influence between the transmission lines is equivalent to virtual excitation sources which are continuously distributed on the transmission lines; An analytical expression of voltage and current responses along a transmission line is deduced and given, large-scale matrix inverse operation is convertedinto a series of iteration processes, meanwhile, each iteration step can give an analytical solution, time-consuming numerical integration is avoided, and the calculation efficiency is improved.
Owner:XI AN JIAOTONG UNIV

Node group key pre-distribution method and device based on mixed key

The invention discloses a node group key pre-distribution method based on a mixed key in a wireless network node group. The method comprisesa key information presetting step of presetting different types of key information for a backbone node and a common node in the wireless network node group before node deployment of the node group,a pairwise key establishment step of discovering shared key information between neighbor nodes through information interaction between the nodesafter node group deploymentandperforming calculation between common nodes, between backbone nodes, and between the common nodes and the backbone nodes to generate pairwise keys, anda path key establishing step ofif a pairwise key cannot be directly established between adjacent common nodes, generating a path key by utilizing the established security path in a key negotiation mode. The method is suitable for being deployed and applied in different node group networks, and good fault tolerance, expandability and lowexpenditure are achieved under the condition that the safety of a password management scheme is guaranteed.
Owner:NAT UNIV OF DEFENSE TECH

Three-dimensional fully convolutional network realizing equipment

An embodiment of the invention provides three-dimensional fully convolutional network realizing equipment The equipment comprises the components of a receiving unit which is used for receiving initialpoint cloud information that has a tree-shaped storage structure; and a convolutional unit which is used for performing multilayer convolutional and fully convolutional operation on the initial pointcloud information through the three-dimensional fully convolutional network, thereby obtaining reverse volume pixel prediction information which comprises a plurality of kinds of information. Becausea 3D environment comprises abundant set characteristic information, a traditional vision-based settlement method cannot effectively perform real-time analysis on a 3D scene, the embodiment of the invention provides a 3D convolutional solution based on the tree-shaped structure, semantic classification to the 3D point cloud environment can be finished, thereby improving understanding of the 3D environment.
Owner:FAFA AUTOMOBILE (CHINA) CO LTD

Improved exponential time integral constructing method in complicated dispersive medium

The invention discloses an improved exponential time integral constructing method in a complicated dispersive medium, and is applied to the field of three-dimensional electromagnetic analysis numerical values. The improved exponential time integral constructing method in the complicated dispersive medium comprises the following steps: carrying out three-dimensional molding on a to-be-analyzed multi-scale target which comprises the complicated dispersive medium, and establishing a corresponding geometry structure model; splitting the established geometry structure model by using a tetrahedral mesh; separately integrating all local field components into respective corresponding global unknown quantities to construct a global semi-discrete format at first; and then integrating electric fieldand magnetic field components into an unknown quantity to obtain an ordinary differential equation, namely an electric field and magnetic field updating equation. Therefore, updating of electric fields and magnetic fields only needs vector manipulation, the circumstance that matrix exponentials are introduced to implement updating by a traditional exponential time integral method is avoided, to-be-solved matrix exponent dimensionality is reduced remarkably, the matrix exponent calculating efficiency is reduced effectively, and therefore, the simulating efficiency based on a time domain discontinuous Galerkin method of the exponential time integral method is improved.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Precise processing method and system for rotary large-breadth optical satellite

InactiveCN111561936AData processing is accurateRealize the accurate processing method of earth observationInstruments for comonautical navigationSatellite radio beaconingObservation dataSatellite
The invention provides a precise processing method and system for a rotary large-breadth optical satellite. The precise processing method for the rotary large-breadth optical satellite comprises the steps of: acquiring optical camera area array subsystem parameters and observation data; according to the optical camera area array subsystem parameters and the observation data, constructing a geometric transformation relationship between a rotary optical satellite body and an optical camera area array subsystem focal plane to obtain a satellite body and camera focal plane transformation matrix; calculating rotary optical satellite attitude and orbit control data at the imaging moment; constructing a rotary large-breadth optical satellite precise processing geometric model according to the satellite body and camera focal plane transformation matrix and the rotary optical satellite attitude and orbit control data; constructing a rational function fitting model of a standard image product according to the rotary large-breadth optical satellite precise processing geometric model; and carrying out rational polynomial coefficient parameter calculation according to the rational function fitting model of the standard image product.
Owner:INNOVATION ACAD FOR MICROSATELLITES OF CAS +1

Intelligent transportation scheduling management method based on neural network genetic algorithm

The invention discloses an intelligent transportation scheduling management method based on a neural network genetic algorithm. The method comprises the following steps: A1, establishing a data moduleaccording to a transportation scheduling management system; a2, generating an initial population G, wherein the initial population comprises N chromosomes, and the chromosome encodes the material M (Ma and / or Mb) according to the characteristics selected as required according to any length; constructing a neural network, wherein the delivery point is a neural network input node, the receiving point is an output node, and the transfer station is a hidden layer; a4, starting iteration. A neural network algorithm is added into the genetic algorithm, so that the defects of low calculation efficiency, easiness in falling into local optimum, difficulty in convergence and the like in the genetic algorithm are avoided, and premature convergence or a large number of iterative complex calculationsare avoided. The fitness evaluation function evaluates from two opposite angles of economic applicability e and time length t, and the two opposite functions are balanced with each other, so that a rapid and economic logistics scheduling scheme is realized.
Owner:江苏佳利达国际物流股份有限公司
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