Patents
Literature
Patsnap Eureka AI that helps you search prior art, draft patents, and assess FTO risks, powered by patent and scientific literature data.

33 results about "Ionospheric electron density" patented technology

Plasma densities in the ionosphere are characterized by strong day-night variability. The maximum ionospheric plasma density (approximately one million electrons per cubic centimeter) occurs in the noon F region, at an altitude of 250-300 km.

Low ionosphere electron density inversion method based on occultation data

The invention relates to a low ionized layer electron density inversion method based on occultation data. The method comprises the following steps: obtaining a secondary data file provided by an occultation item consisting of a plurality of low-orbit satellites, then carrying out TEC data preprocessing, extracting an F-layer component of an ionized layer in a TEC profile according to two-section linear fitting within a certain height interval range based on the preprocessed data, and obtaining an F-layer TEC component of the ionized layer after interpolation; calculating the TEC component of a low ionized layer according to the occultation observation value after interpolation and the TEC component of the F layer of the ionized layer; constructing an electron density inversion linear equation set based on an Abel weighting function according to the height distribution of the TEC component of the low ionized layer, and solving by adopting non-negative least squares to obtain an inverted electron density profile; and performing smooth fitting on the inverted electron density profile by using a Gaussian function to obtain an electron density profile product. By adopting the method, the inversion precision of the electron density of the low ionosphere can be improved.
Owner:NAT UNIV OF DEFENSE TECH

Ionized layer three-dimensional electron density prediction method based on VTEC and oxygen-nitrogen ratio

The invention provides an ionosphere three-dimensional electron density prediction method based on VTEC and oxygen-nitrogen ratio, and relates to the field of ionosphere electron density prediction, and the method comprises the steps: obtaining electron density data, global actual measurement VTEC data, oxygen-nitrogen ratio data, a geomagnetic activity index, and a solar radiation index; preprocessing the electron density data; interpolating global measured VTEC data and oxygen-nitrogen ratio data to the time and place of the preprocessed electron density data, and constructing a data set in combination with a geomagnetic activity index and a solar radiation index; training an LSTM model through the data set; acquiring real-time global measured VTEC data, oxygen-nitrogen ratio data, a geomagnetic activity index and a solar radiation index; and predicting the three-dimensional electron density of the global ionosphere through the acquired real-time data in combination with the trained LSTM model. According to the technical scheme, the global ionosphere three-dimensional electron density prediction precision can be effectively improved.
Owner:CHINA UNIV OF GEOSCIENCES (WUHAN)

VLF propagation signal prediction method based on three-dimensional finite element and neural network

The invention discloses a VLF propagation signal prediction method based on a three-dimensional finite element and a neural network, and belongs to the technical field of electronic communication. The method comprises the following steps: firstly, constructing a geosphere-ionosphere waveguide model based on a three-dimensional frequency domain finite element method, and solving by using a multi-grid method to improve the operation efficiency; secondly, constructing a VLF signal propagation data set of a plurality of known paths at one time based on a three-dimensional frequency domain finite element method; then, constructing a neural network model reflecting a mapping relation between an ionized layer electron density parameter and a VLF wave characteristic based on the data set; then, obtaining electron density distribution on a plurality of known paths based on neural network inversion; and finally, carrying out inversion by adopting an inverse square weight formula to obtain electron density distribution on the to-be-solved path. According to the method, the VLF signal transmission characteristics on multiple paths can be simulated at a time, the workload of modeling simulation is effectively reduced, and the method is suitable for the fields of inversion of a multi-path electron density parameter model, prediction of very low frequency wave propagation and the like.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Ionospheric electron density calculation method and device, and electron content calculation method and device

Disclosed in the present invention are an ionospheric electron density calculation method and device, and an electron content calculation method and device. The ionospheric electron density calculation method comprises: acquiring an electron content observation value of an ionospheric pierce point and an ionospheric electron density background value of a three-dimensional network; performing data assimilation on the electron content observation value and the ionospheric electron density background value to obtain an expression of an ionospheric electron density analysis value; constructing an observation error analysis function on the basis of the expression of the ionospheric electron density analysis value, the electron content observation value, and the ionospheric electron density background value; taking minimization of the observation error analysis function as an objective function, solving for a target position variance factor; and on the basis of the target position variance factor, calculating a corrected ionospheric electron density analysis value. In the present invention, a calculation result of ionospheric electron density is calibrated, such that the spatial distribution of electrons can be more accurately described, thereby improving the prediction accuracy of a model.
Owner:GUANGDONG POWER GRID CO LTD +1

Method and system for increasing numerical ray tracing speed based on QP model

The invention discloses a method and a system for increasing numerical ray tracing speed based on a QP model. The method comprises the steps of firstly constructing a two-dimensional ionosphere electron density grid between a transmitting station and a receiving station, solving ionosphere parameters of a middle point and a large circle distance between the two stations, then synthesizing an oblique measurement ionosphere map trace by utilizing a QP model theory, determining a group path corresponding to a working frequency in an oblique measurement map according to the working frequency on the basis of the working frequency of the transmitting station, and finally obtaining a group path corresponding to the group path. And calculating an initial elevation angle by using the group path and the great circle distance. And finally, scanning the elevation angle range of the working frequency, namely the # imgabs0 # range near the initial elevation angle, through numerical ray tracing scanning to obtain a ray tracing result. The method accelerates the two-dimensional numerical ray tracing under the condition of ensuring that the accuracy is not lost.
Owner:WUHAN UNIV

Precise point positioning method and device based on single Beidou

The invention belongs to the technical field of positioning and navigation, and discloses a precise single-point positioning method and device based on a single Beidou, and the method comprises the steps: building a three-frequency non-difference and non-combination precise single-point positioning observation model based on a Beidou satellite system, estimating the delay of an ionized layer through a non-difference and non-combination method, and extracting the electron content in a line-of-sight direction; carrying out iterative solution on the electron content in the sight line direction by using a multiplication algebraic reconstruction algorithm to obtain the electron density of the ionized layer; taking ionosphere electron density as prior information, and adding ionosphere constraint estimation to obtain a state vector of a receiver; and calculating a signal quality evaluation coefficient of the Beidou satellite system, and according to the signal quality evaluation coefficient, updating the state vector of the receiver by using a hybrid filter to obtain a final positioning position. According to the invention, high-precision regional ionosphere delay modeling and Beidou three-frequency non-difference and non-combination precision single-point positioning under ionosphere constraint are realized, and the positioning precision and robustness of a single Beidou precision single-point positioning system are effectively improved.
Owner:ZHEJIANG UNIV OF TECH

A method, system, device, medium, and product for ionospheric modeling based on detection data.

The application discloses a method, system, device, medium and product for ionospheric modeling based on detection data, relates to the field of electromagnetic wave transmission and ionospheric modeling, and comprises the following steps: acquiring GNOS-II detection data of different dates according to a space environment, and screening effective rays based on the correction degree of electron density of the detection data; acquiring grid points through by the effective rays based on a space-based ionospheric inversion method according to corresponding data of the effective rays; determining total electron content of the space-based ionospheric inversion by using a dual-frequency calculation method according to the corresponding data of the effective rays; performing horizontal constraint and vertical constraint on global ionospheric electron density distribution by using a ground-based ionospheric inversion method according to the grid points through by the effective rays and the total electron content of the space-based ionospheric inversion; outputting the constrained global ionospheric electron density distribution to obtain a global ionospheric model. The application realizes real-time high-precision ionospheric construction in a global range.
Owner:CHINESE PEOPLES LIBERATION ARMY UNIT 61540 +1

Method and system for accelerating numerical ray tracing based on vertical measurement frequency and height map

The present invention discloses a method for accelerating numerical ray tracing based on a vertical frequency-height map. The method first constructs an ionospheric electron density grid between the transmitting and receiving stations and calculates the great-circle distance between the two stations. Subsequently, a vertical ionogram is generated using the electron density profile at the midpoint and converted into an oblique ionogram. Based on the operating frequency of the transmitting station, the group path corresponding to the operating frequency is determined in the oblique map, and the initial elevation angle is calculated using the group path and the great-circle distance. Finally, numerical ray tracing is used to scan the elevation angle range of the operating frequency, i.e., the range near the initial elevation angle, to obtain ray tracing results. This method significantly improves the computational efficiency of numerical ray tracing without compromising computational accuracy.
Owner:WUHAN UNIV

Ionized layer electron density reconstruction method based on compressed sensing

The invention relates to the technical field of satellite navigation and space environment detection, in particular to an ionosphere electron density reconstruction method based on compressed sensing, which comprises the following steps of: directly outputting a sparse representation matrix aligned with a three-dimensional grid voxel by voxel and support priori and weight of the sparse representation matrix under the input of multi-source data and physical constraint conditions by using a CGAN generator; the problem that the rapid change environment is not matched is solved from the source; physical constraints are added in target generation, and electron density distribution of'spurious spurious spurious' is inhibited; excessive / insufficient regularization caused by fixed weight is avoided on the observation side; according to the quality evaluation, a discriminator is introduced to judge electron density reconstruction and an independent high-credibility reference, error feature confrontation is fed back to a generator and a solver for regularization, closed-loop optimization of generation-reconstruction-evaluation-feedback is achieved, a sparse representation matrix is continuously corrected in an online / quasi-real-time mode, and the quality is evaluated. And the problem of learning solidification deviation of the offline sparse representation matrix is solved.
Owner:GUILIN UNIV OF ELECTRONIC TECH +1

Ionized layer electron density profile abnormal fluctuation detection method, system and equipment

PendingCN121995116AAchieve high-precision recognitionadaptableElectrical measurementsICT adaptationComputational physicsIonospheric electron density
The invention discloses an ionized layer electron density profile abnormal fluctuation detection method, system and equipment. The method comprises the following steps: calculating a relative electron density change rate between adjacent height points of each effective electron density profile; the height axis is divided into a plurality of intervals, for each effective electron density profile, the robust percentile index of the relative electron density change rate is counted in each height interval, and a noise upper limit threshold value, a sawtooth amplitude threshold value and an extreme sudden change threshold value are generated; formulating a three-level progressive judgment process comprising a high noise background criterion, an extreme single-point jump criterion and an effective sawtooth structure criterion based on a noise upper limit threshold, an extreme sudden change threshold and a sawtooth amplitude threshold; and if any criterion is triggered, determining that the electron density profile is invalid. According to the method, non-physical sawtooth oscillation and extreme jump can be efficiently and accurately identified, and the quality control capability of data before ionosphere modeling is remarkably improved.
Owner:INNOVATION ACAD FOR PRECISION MEASUREMENT SCI & TECH CAS

Method and device for calculating electron density of large-scale structure of latitude slot in ionized layer and storage medium

The invention discloses a method for calculating the electron density of a large-scale structure of a medium weft slot in an ionized layer. The method comprises the following steps: step 1, determining calculation time and a maximum value of the strength of the medium weft slot; step 2, acquiring solar activity data and geomagnetic activity indexes; 3, calculating the electron density of the background ionized layer when the weft slot structure in the ionized layer is not considered; 4, determining the latitude position of a latitude slot in the ionized layer; 5, calculating the zenith angle of the sun; and step 6, determining the longitude position of the weft slot in the ionized layer. According to the method, the influence of the solar geomagnetic activity on the ionosphere midlatitudinal slot is fully considered, the electron density distribution model considering the midlatitudinal slot structure is constructed according to the midlatitudinal slot electron density spatial-temporal change rule obtained through early-stage data statistical analysis, and the calculation precision of an ionosphere model in a related region is effectively improved.
Owner:CHINA INST OF RADIO PROPAGATION

A method for three-dimensional modeling and data assimilation of ionospheric electron density

PendingCN122346997AStatistical dynamicsAlgorithm
The application discloses a three-dimensional modeling and data assimilation method for ionospheric electron density, belongs to the field of space environment monitoring and information technology, and comprises the following steps: constructing a hybrid basis function system based on spherical harmonics and empirical orthogonal functions and establishing a state space model, independently perturbing through key geophysical driving parameters, combining a physical empirical model to construct a physical-statistical dynamic model, fusing multi-source heterogeneous observation data, obtaining an analysis state vector set through a set Kalman filtering algorithm and an asynchronous assimilation window, and reconstructing a three-dimensional electron density field and uncertainty products through the hybrid basis function system based on the analysis state vector set.
Owner:AEROSPACE INFORMATION TECH UNIV

Ionized layer modeling method, system and equipment based on detection data, medium and product

The invention discloses an ionosphere modeling method, system and device based on detection data, a medium and a product, and relates to the field of electromagnetic wave transmission and ionosphere modeling, and the method comprises the steps: obtaining GNOS-II detection data of different dates according to a space environment, and screening effective rays based on the correction degree of the detection data on electron density; according to the corresponding data of the effective ray, based on a space-based ionosphere inversion method, obtaining grid points through which the effective ray passes; according to the corresponding data of the effective rays, determining the total electron content of space-based ionosphere inversion by using a dual-frequency calculation method; and according to the grid points through which the effective rays penetrate and the total electron content of space-based ionosphere inversion, carrying out horizontal constraint and vertical constraint on the global ionosphere electron density distribution by utilizing a ground-based ionosphere inversion method, and outputting the constrained global ionosphere electron density distribution to obtain a global ionosphere model. According to the invention, real-time high-precision ionosphere building in a global range is realized.
Owner:CHINESE PEOPLES LIBERATION ARMY UNIT 61540 +1

Method and device for measuring electron density of ionized layer, detection equipment and storage medium

The invention relates to the technical field of ionosphere electromagnetic environment detection, and discloses a method for measuring ionosphere electron density, which comprises the following steps: constructing an ionosphere model associated with an ionosphere D region and configuring initial conditions of the model; obtaining physical parameters associated with the ionosphere physical process under the initial condition of the model; wherein the physical parameters comprise an ion generation rate corresponding to a photochemical process and an ion generation rate and an ion loss rate corresponding to an ion chemical process; obtaining particle densities of different particle types according to the ion generation rate, the ion generation rate and the ion loss rate; and determining the electron density of the D region of the ionized layer according to the particle densities of different particle types. The method can accurately calculate the electron density of the D region of the ionosphere, and the accurate detection capability of the ionosphere electromagnetic environment is improved. The invention also discloses a device for measuring the electron density of the ionized layer, detection equipment and a storage medium.
Owner:CHINA INST OF RADIO PROPAGATION

Inversion method of electron density in the lower ionosphere based on occultation data

The present application relates to a method for inverting the electron density of the lower ionosphere based on occultation data. The method comprises: obtaining secondary data files provided by an occultation project consisting of multiple low-orbit satellites, performing TEC data preprocessing, extracting the ionospheric F layer component from the TEC profile within a certain altitude range based on the preprocessed data using a two-stage linear fit, and obtaining an interpolated ionospheric F layer TEC component; calculating the lower ionospheric TEC component based on the interpolated occultation observations and the ionospheric F layer TEC component; constructing an electron density inversion linear equation system based on the Abel weight function according to the altitude distribution of the lower ionospheric TEC component and solving it using non-negative least squares to obtain an inverted electron density profile; and smoothing the inverted electron density profile using a Gaussian function to obtain an electron density profile product. The present method can improve the accuracy of lower ionospheric electron density inversion.
Owner:NAT UNIV OF DEFENSE TECH

A method and device for calculating the electron density of the ionosphere in a region, and a computer device

The application discloses a regional ionospheric electron density calculation method and device and computer equipment. The method comprises the following steps: according to all absolute STEC values, all station coordinate information and the coordinate information of the GNSS satellite, the signal ray intercept length through each grid in the to-be-tomographic region is calculated, and a tomographic observation equation is established; according to the position of each grid point, an air-based occultation ionospheric electron density empirical model is used to generate the prior initial value of the electron density of each grid point at the tomographic moment; and the prior initial value of the grid point electron density is iteratively corrected according to the tomographic observation equation, so that the regional ionospheric electron density distribution is obtained. According to the application, the constrained ambiguity float solution is used as the ambiguity initial value of the next epoch, so that the influence of the decimal part of the ambiguity parameter is eliminated, and the initial value of the air-based ionospheric empirical model is greatly accelerated, and the convergence speed is greatly accelerated.
Owner:GUANGDONG POWER GRID CO LTD +1

Ionospheric electron density inversion method based on marine VTEC constraint

ActiveCN122413774BAtmospheric sciencesIonospheric electron density
The application discloses a method for inverting ionospheric electron density based on marine VTEC constraint, and belongs to the technical field of ionospheric remote sensing and GNSS ionospheric monitoring. The method comprises the following steps: acquiring the longitude, latitude, annual accumulated day and universal time of a specified position on the sea to generate an initial electron density profile; acquiring the VTEC observation value and its observation error parameter corresponding to the time at the specified position on the sea; constructing a prior covariance matrix of the relative correction amount of the electron density; establishing an integral relationship between the electron density profile and the VTEC; constructing a posterior updating target function and adding a vertical continuity constraint and a smoothness constraint to solve the optimal relative correction amount; and correcting the initial electron density profile by using the optimal relative correction amount. The application can effectively constrain the inversion of the electron density profile by using the VTEC observation under the condition of lacking independent vertical detection data, can inhibit non-physical changes, and can improve the stability and accuracy of the inversion of the ionospheric electron density profile on the sea and in remote areas.
Owner:OCEANOGRAPHIC INSTR RES INST SHANDONG ACAD OF SCI

Method and system for accelerating numerical ray tracing speed based on vertical measurement frequency height map

The invention discloses a method for accelerating the numerical ray tracing speed based on a vertical measurement frequency height map, and the method comprises the steps: firstly constructing an ionized layer electron density grid between a transmitting station and a receiving station, and calculating the large circle distance between the two stations; then, generating a vertical measurement ionogram by using the electron density profile of the middle point, and converting the vertical measurement ionogram into an oblique measurement ionogram; based on the working frequency of the transmitting station, a group path corresponding to the frequency is determined in the oblique mapping according to the working frequency, and an initial elevation angle is calculated by using the group path and the great circle distance; and finally, scanning the elevation angle range of the working frequency, namely the # imgabs0 # range near the initial elevation angle, through numerical ray tracing scanning to obtain a ray tracing result. According to the method, on the premise that the calculation precision is not reduced, the calculation efficiency of numerical ray tracing is remarkably improved.
Owner:WUHAN UNIV

A method for extracting three-dimensional ionospheric disturbances

ActiveCN121410747BSatellite radio beaconingObservation matrixResolution (electron density)
The application discloses a three-dimensional ionospheric disturbance extraction method, which comprises the following steps: acquiring double-frequency observation data of a research area from a GNSS receiving station; then, calculating STEC from the GNSS double-frequency signal and converting the STEC into dSTEC to highlight the ionospheric disturbance signal; secondly, constructing an observation matrix containing prior ionospheric model information and utilizing an improved three-dimensional tomography algorithm to iteratively correct and gradually approach the real electron density distribution; thirdly, in the iteration process, adopting inverse distance weighted interpolation to correct the pixels not being passed through, so as to ensure the overall smoothness; finally, inputting the dSTEC data into the improved three-dimensional tomography model, obtaining the three-dimensional ionospheric electron density distribution through iterative solution, and comparing the three-dimensional ionospheric electron density distribution with the actual observation data to verify the accuracy of the method. The method can effectively extract the three-dimensional structure of the ionospheric disturbance, improve the reconstruction accuracy and resolution, and provide an effective tool for studying the response of the ionosphere to events such as earthquakes.
Owner:CENT SOUTH UNIV

Method for quantifying memory time of ionospheric electron density to solar extreme ultraviolet radiation

This invention discloses a method for quantifying the memory time of solar extreme ultraviolet radiation based on ionospheric electron density. The method comprises: S1, constructing an EDPRNN; S2, inputting historical solar extreme ultraviolet (EUV) radiation, solar activity index, geomagnetic index, time, and altitude information into the EDPRNN, and optimizing it through a loss function to learn the memory time parameter τ for each altitude layer. i S3. Utilize LSTM layers to extract temporal features of historical solar radiation sequences, and then weight them using a Gaussian kernel module based on the learnable and memorizable time parameter τ. i The invention employs a multilayer perceptron (MLP) to weight temporal features, simulating the decay memory of electron density over historical radiation. In step S4, a one-dimensional convolutional module captures high-dimensional structural features, and a preliminary electron density profile is output by the MLP. A smoothing module enhances the vertical continuity of the profile through residual connections, completing the reconstruction of the ionospheric electron density profile. In step S5, the memory time of each altitude layer is extracted and quantified to obtain the distribution of ionospheric electron density memory time to solar EUV radiation. This invention achieves high-precision reconstruction of the ionospheric electron density profile and quantitative extraction of solar radiation memory time.
Owner:NAT UNIV OF DEFENSE TECH

Short dipole probe antenna and method for high-precision measurement of plasma electron density

The invention discloses a short dipole probe antenna and method for high-precision measurement of plasma electron density, and belongs to the technical field of plasmas, and the short dipole probe antenna comprises two antenna arms which are fixed through insulating supports and are symmetrically arranged; the feed interface is positioned in the middle of the insulating support and is electrically connected with the two antenna arms; the short dipole probe antenna is connected with the feed interface through a transmission line; the length of the short dipole probe antenna is selected according to the frequency of the plasma, so that the characteristic impedance curve of the short dipole probe antenna in the plasma can be distinguished; the length of the short dipole probe antenna is set to be 1 / 50-1 / 10 of the radiation wavelength; the method is suitable for measurement of different plasma electron densities by modifying the length of the short dipole probe antenna. According to the invention, high-precision measurement of the ionized layer electron density is realized; the problem that the ionosphere electron density measurement precision is insufficient in the prior art is solved.
Owner:UNIV OF SCI & TECH OF CHINA

A method for constructing a multi-layer ionospheric model based on prior constraints

This invention discloses a method for constructing a multilayer ionospheric model based on prior constraints, comprising the following steps: obtaining the ionospheric electron density matrix output by the NeQuick-G model; processing the ionospheric electron density matrix using principal component analysis, and determining the number of ionospheric layers based on the cumulative contribution rate of the principal components; clustering the ionospheric electron density and corresponding height using the K-means clustering algorithm based on the number of layers to obtain the height and boundary of each layer; obtaining simulated total electron content data based on the height and boundary of each layer; selecting the optimal polynomial order for each layer and each modeling time period from multiple candidate polynomial orders using the Akaike information content criterion, and constructing a polynomial function model for each layer and each time period; constructing an ionospheric model using the original GNSS observation data based on the number of layers, the height and boundary of each layer, and the polynomial function model, and solving the ionospheric model parameters.
Owner:WUHAN UNIV

Method and system for accelerating numerical ray tracing based on QP model

The present invention discloses a method and system for accelerating numerical ray tracing based on the QP model. The method of the present invention first constructs a two-dimensional ionospheric electron density grid between the transmitting station and the receiving station, solves the ionospheric parameters of the midpoint and the great circle distance between the two stations, and then uses the theory of the QP model to synthesize the oblique ionospheric map trace. Based on the operating frequency of the transmitting station, the group path corresponding to the frequency is determined in the oblique map according to the operating frequency, and the initial elevation angle is calculated using the group path and the great circle distance. Finally, the elevation angle range of the operating frequency, that is, the #imgabs0# range near the initial elevation angle, is scanned by numerical ray tracing to obtain the ray tracing result. While ensuring that there is no loss of accuracy, the method of the present invention accelerates two-dimensional numerical ray tracing.
Owner:WUHAN UNIV

A system for modeling ionospheric electron density of Zhangheng-1 satellite based on CNN-LSTM hybrid architecture

PendingCN122262874AGive full play to core valuesImprove modeling accuracyBiological modelsFeature extractionEngineering
The application belongs to the technical field of satellite ionospheric electron density modeling system, and particularly relates to a Zhangheng No.1 satellite ionospheric electron density modeling system based on a CNN-LSTM hybrid architecture, which is realized through the cooperation of four modules, namely a data preprocessing module, a feature engineering module, a model construction and training module, and a model verification and application module. Each module is adaptively designed in view of the 97° high-inclination orbit characteristics of the Zhangheng No.1 satellite, the EDP data characteristics of the L03 level ionospheric occultation, and special application requirements, and sequentially completes the processing of satellite ionospheric data, feature extraction and optimization, construction and training of the CNN-LSTM hybrid model, model verification, and special scene application, thereby performing high-precision modeling of the ionospheric electron density of the Zhangheng No.1 satellite.
Owner:NAT INST OF NATURAL HAZARDS MINISTRY OF EMERGENCY MANAGEMENT OF CHINA

Ionized layer occultation additional phase correction method and system without auxiliary side data

The invention discloses an ionosphere occultation additional phase correction method and system without auxiliary side data, which are used for realizing accurate inversion of ionosphere electron density under the condition of only occultation side observation. The method comprises the following steps: preprocessing additional phase and satellite positioning data, sorting according to collision height and screening according to intervals to finish initial accurate correction; calculating the initial total electron content at each collision height based on a quasi-correction result, and iteratively solving a top electron density coefficient and an elevation coefficient; calculating a top electron density parameter, an elevation parameter and a total electron content compensation item of each height by using the final coefficient; and adding the compensation item into the initial total electron content to obtain a correction result, and further generating an electron density profile. According to the method, high-precision inversion can be carried out without auxiliary side data, the limitation of a traditional differential correction method is overcome, the inversion precision and stability in a low-orbit satellite task are remarkably improved, and the application range of an occultation technology is expanded.
Owner:NAT SPACE SCI CENT CAS

A method for reconstructing the three-dimensional electron density of the ionosphere during magnetic storms based on diffusion models

The present invention discloses a method for reconstructing the three-dimensional electron density of the ionosphere during magnetic storms based on a diffusion model. This method is based on the principles of the diffusion model and the three-dimensional electron density reconstruction technology of the ionosphere, which can alleviate the ill-posed problem of three-dimensional ionospheric inversion caused by the limited number of ground-based observation stations and the geometric line of sight between the stations and satellites; the method for reconstructing the three-dimensional ionospheric electron density based on the diffusion model can significantly improve the accuracy and resolution of three-dimensional ionospheric inversion during magnetic storms; it can achieve high-efficiency three-dimensional reconstruction efficiency of the ionosphere and reveal the spatial dynamic change process of the ionosphere during magnetic storms.
Owner:KUNMING UNIV OF SCI & TECH

Method and apparatus for calculating ionospheric electron density and electron content

The application discloses a method and device for calculating ionospheric electron density and electron content, wherein the method for calculating ionospheric electron density comprises the following steps: obtaining an electron content observation value of an ionospheric piercing point and an ionospheric electron density background value of a three-dimensional regular network; performing data assimilation on the electron content observation value and the ionospheric electron density background value to obtain an expression of an ionospheric electron density analysis value; constructing an observation error analysis function according to the expression of the ionospheric electron density analysis value, the electron content observation value and the ionospheric electron density background value; taking minimization of the observation error analysis function as an objective function to obtain a target position variance factor; and calculating a corrected ionospheric electron density analysis value according to the target position variance factor. The application can calibrate the calculation result of the ionospheric electron density, can more accurately describe the distribution of electrons in space, and thus improves the prediction accuracy of the model.
Owner:GUANGDONG POWER GRID CO LTD +1

A method for establishing an ionospheric electron density model based on a neural network

The application discloses a method for establishing an ionospheric electron density model based on a neural network, which comprises the following steps: (1) performing quality control and normalization on acquired occultation observation data; (2) training Profile_net by using the occultation observation data; (3) training GAIN by using the occultation observation data and data provided by an ionospheric reference model; (4) outputting nmF2 and hmF2 maps by GAIN; and (5) inputting the nmF2 and hmF2 data of a single point into Profile_net, so that the nmF2 and hmF2 maps become three-dimensional observation data, and a global four-dimensional ionospheric electron density model is established. The application trains a neural network by deep learning, theoretical data provided by IRI and a large amount of accumulated occultation observation data, realizes a time evolution model in a horizontal dimension and a single-point profile dimension, combines the two to construct an electron density space-time distribution, and can realize a global F layer key parameter map, restore a single-point electron density profile from the F layer key parameters, and establish a global ionospheric electron density four-dimensional model.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Three-dimensional structure inversion method and device considering vertical distribution of ionized layer electron content

The invention provides a three-dimensional structure inversion method and device considering ionosphere electron content vertical distribution, a spherical harmonic function model is adopted to describe a two-dimensional plane structure of ionosphere electron content, ionosphere electron content vertical distribution proportion is calculated, a global ionization multilayer distribution structure is set based on multilayer hypothesis, and the three-dimensional structure inversion method and device consider ionosphere electron content vertical distribution. And establishing a global ionosphere three-dimensional model, and realizing inversion of the ionosphere three-dimensional structure. According to the method, on the premise of lacking actual measurement data of different orbit heights, an IRI model is adopted to calculate an electron content vertical distribution scale factor, so that a GNSS actual measurement data ionosphere model is closer to a theoretical model; by introducing a multi-layer hypothesis, global ionosphere three-dimensional structure inversion can be realized, and the modeling complexity can be simplified compared with an ionosphere electron density model. The method can more accurately describe the space-time distribution characteristics of the electron content, especially the area with large gradient change of the electron content, and improves the precision of the global ionosphere model.
Owner:WUHAN UNIV

Arctic region ionized layer plasma cloud block electron density calculation method and device and storage medium

The invention relates to a method for calculating the electron density of plasma cloud blocks of an ionized layer in the arctic region. The method comprises the following steps: step 1, determining calculation time and parameters of the plasma cloud blocks; step 2, acquiring solar activity data and geomagnetic activity indexes; 3, calculating background ionized layer electron density distribution when the ionized layer plasma cloud block structure is not considered; and step 4, determining an ionized layer plasma cloud block distribution area. According to the method provided by the invention, the influence of solar geomagnetic activity on the plasma cloud block of the ionized layer is fully considered, the spatial-temporal change rule of the structure is obtained according to early-stage data statistical analysis, the defect of an existing ionized layer model in plasma cloud block description is overcome, and an electron density distribution model considering the plasma cloud block is constructed; the precision of the ionosphere model is improved, the performance of a communication and navigation system is optimized, and the application effect of the ionosphere model in related fields is improved.
Owner:CHINA INST OF RADIO PROPAGATION