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47 results about "Redundancy problem" patented technology

Redundancy problem. In international finance, the redundancy problem, also known as the n − 1 problem, is a problem of inequality of the number of policy instruments and the number of targets at the international level, suggested by Robert Mundell in Robert Mundell (1969).

A satellite anomaly detection method of an adversarial network autoencoder

The invention discloses an abnormity detection method for satellite telemetry data through an adversarial network autoencoder, and the method comprises the steps: breaking the limitation of a traditional empirical model, and employing a pure data driving model; on the basis of a variational autoencoder, introducing a confrontation network idea, using a bidirectional LSTM (Long Short Term Memory) (Long-short term memory network) as a discriminator, and judging whether satellite telemetry data is abnormal or not by using errors of reconstructed data and original data; aiming at the redundancy problem of a satellite sensor, the conventional situation is broken through, and a Markov distance is used for measuring a reconstruction error. In combination with periodicity of satellite orbit operation, a dynamic threshold determination method based on a periodic time window is provided. The method has the advantages that pure data driving is adopted, expert experience is not needed, and the method can be suitable for various occasions; By combining the respective advantages of the variational auto-encoder and the generative adversarial network, the proposed network has the characteristics of high training speed and relatively easy convergence; eliminating redundant data influence between satellite telemetry data by adopting a Mahalanobis distance. According to the periodicity of the satellite, the dynamic threshold method based on the periodic time window is provided, and the misjudgment rate is reduced.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Low latency Ethernet repeater and low latency Ethernet forwarding method based on T structure

ActiveCN105933162AReduces cabling redundancy issuesGuaranteed certaintyBroadband local area networksTime delaysNetwork link
The invention provides a low latency Ethernet repeater and a low latency Ethernet forwarding method based on a T structure, which are used for solving the wiring redundancy problem in the existing switch and the problems that the time delay is larger and the time delay is uncertain in the existing forwarding method. The repeater comprises a port in T-type distribution and a processing unit; the processing unit comprises a left port frame processing module, a right port frame processing module, a user port frame processing module, an address learning and search module, a special protocol processing module and a user port adapter module. A forwarding method comprises the following steps: judging a link state; caching a data frame; identifying and classifying frames; reconstructing a link; classifying PAUSE frames; configuring the repeater; learning and searching an address; building an output queue; building the PAUSE frames; and outputting the PAUSE frames to the port. The low latency Ethernet repeater and the low latency Ethernet forwarding method based on the T structure provided by the invention can fully reduce the user access wiring redundancy, reduce the forwarding delay and guarantee the forwarding delay certainty, and can detect and reconstruct a network link timely during a network link failure, so that the low latency Ethernet repeater and the low latency Ethernet forwarding method can be used for building a high speed real-time access network.
Owner:XIDIAN UNIV

Method for processing two-category unbalance medical data

The present invention relates to a method for processing two-category unbalance medical data, belonging to the technical field of data classification. The method comprises the steps of: performing preprocessing of data, preliminarily deleting irrelevant and repeated data in an original data set, smoothing noise data, and processing an abnormal value and a missing value; performing integration of data of different data sources, solving the entity identification and attribute redundancy problem, and performing normalizing processing of the data; and employing a ROSE method to perform unbalance processing of the data. On the basis of data preprocessing, the ROSE and Boruta algorithms are employed to improve the classification precision of the unbalance medical data and solve the problem thatthe classification correction rate of few categories of samples of medical unbalance data is low.
Owner:KUNMING UNIV OF SCI & TECH

Shared parallel data reading-writing apparatus of multi memories among multi controllers, and reading-writing method of the same

The invention provides a shared parallel data reading-writing apparatus of multi memories among multi controllers, and a reading-writing method of the same. The shared parallel data reading-writing apparatus of multi memories among multi controllers includes a plurality of processor units and a plurality of storage units, wherein each storage unit is corresponding to each arbitration unit; each processor unit is corresponding to an address partition unit and a read data acquisition unit; aiming at the situation that the plurality of processor units access one storage unit at the same time, the arbitration unit can be used for carrying out arbitration management on a data operation request; and only the data operation request satisfying the preset conditions is selected; and the corresponding storage unit is used to execute data operation. As the processor units can directly access the storage units according to the addresses distributed by the address partition units, higher bandwidth can be provided; the operating performance of the processors can be satisfied; and the data access efficiency is greatly improved. Besides, the data exchange redundancy problem among the plurality of processors can be solved, so that the shared parallel data reading-writing apparatus of multi memories among multi controllers has wide market prospect in the integrated circuit field.
Owner:FUZHOU ROCKCHIP SEMICON

Method for storing files, first virtual machine and name node

A method for storing files, a first virtual machine and a name node are used for solving the redundancy problem of file numbers, existing when a distributed file system stores the files, and improving availability of the distributed file system. The method for storing the files includes that a client side sends a request message of requesting writing data to be written in the distributed file system to the name node; the name node sends a response message corresponding to the request message to the client side, wherein the response message includes an address of the first virtual machine and an address of a second virtual machine, and indicates the first virtual machine to be a virtual machine in more than one virtual machine, which has permission of writing data in a storage region, and the second virtual machine to be the other virtual machine besides the first virtual machine in the more than one virtual machine; the client side sends the data to be written and the address of the second virtual machine to the first virtual machine; the first virtual machine writes the data to be written into the storage region shared by the more than one virtual machine, and generates or updates metadata of the data to be written; the first virtual machine sends the generated or updated metadata to the second virtual machine.
Owner:HUAWEI CLOUD COMPUTING TECH CO LTD

Video networking system based on multicast technologies and state monitoring method

The invention discloses a video networking system based on multicast technologies and a state monitoring method. The invention provides a distributed video monitoring system composed of systems, equipment and applications networked in a super large scale. Problems of real-time state monitoring and massive index data collection are solved. Each host of the video networking monitoring system is designed into an active participant for state information acquisition instead of a passive provider for providing monitoring information within its responsibility scope. Hosts in the system coordinate with one another so that work is organically distributed and influences of serialization and single-point faults are prevented. State data are reused and distributed in the network formed by the hosts. Therefore, phenomena that a certain host node bears too many loads and cannot work normally can be prevented. The coordination mode is characterized in that the polling capabilities are enhanced every time new host nodes are added. The monitoring capabilities will not be enhanced any more only when the network formed by the hosts stops increasing. Meanwhile, polling is separated from data storage and data presenting. Possible redundancy problems between data storage and data presenting in certain conditions can be solved.
Owner:ZHEJIANG LIYUAN COMM TECH

Artificial neural musculoskeletal robot upper limb model simplification method

The invention relates to the field of artificial neural musculoskeletal robots, discloses an artificial neural musculoskeletal robot upper limb model simplification method, and aims at solving the redundancy problem of artificial neural robot models. The method comprises the following steps of: calculating an average muscle force size of related muscles and a first motion track of an artificial neural musculoskeletal robot upper limb model when the artificial neural musculoskeletal robot upper limb model executes a specific basic motion mode; selecting simplified muscle sets of the motion track according to the average muscle force size; calculating a second motion track when the basic motion is executed by utilizing the simplified muscle sets; determining a motion precision index according to the first motion track and the second motion track; determining a simplified muscle set satisfying appointed motion precision as a most simple muscle set of the motion mode; and combining all thesimplified muscle sets required by the basic motion mode so as to obtain a most simple muscle set, satisfying the appointed motion precision, of the artificial neural musculoskeletal robot upper limbmodel. According to the method, artificial neural musculoskeletal robot upper limb models can be simplified.
Owner:INST OF AUTOMATION CHINESE ACAD OF SCI

Microblog popularity prediction method based on active learning

ActiveCN109492776ASolve the problem of hotspot lagFully consider real-time impactComputing modelsFeature vectorStable state
The invention provides a microblog popularity prediction method based on active learning. The method comprises the following steps: crawling a related microblog data set by utilizing a Sina microblogAPI; utilizing a k-Means algorithm initializes the unmarked data set into a training set L; performing feature extraction on the training data to obtain a feature vector; training an improved model based on active learning of a support vector machine according to the extracted feature vectors, and selecting samples with uncertainty, diversity and representativeness from an unmarked sample set according to the trained multi-classification model; calling the screened samples as information vectors, and marking the information vectors to experts; and adding the marked training data into the initial training set L, and circulating the process until the performance of the model reaches a stable state to obtain the microblog popularity prediction model. According to the method, the redundancy problem is reduced, the abnormal value problem is reduced, the number of marks of training samples is reduced, and meanwhile a good prediction effect is obtained under the condition that training data is few.
Owner:HARBIN ENG UNIV

Low-voltage transformer area user topology identification method based on t-SNE dimension reduction technology and BIRCH clustering

The invention discloses a low-voltage transformer area user topology identification method based on a t-SNE dimension reduction technology and BIRCH clustering. Topological information of a low-voltage transformer area has important guiding significance for transformer-user relationship error correction and line loss governance analysis, however, current error correction of topological archives mainly depends on on-site troubleshooting of electrical employees, manpower and material resource consumption is large, and troubleshooting efficiency is low. In the background, the invention provides atopology identification method based on voltage measurement data of an intelligent electric meter. The method comprises the following steps: firstly, performing dimension reduction processing on original load data by adopting a t-SNE technology, and solving the redundancy problem caused by too high original load feature dimension of a transformer area user; and then, identifying the phase to which the single-phase user belongs and the secondary access meter box in the transformer area by using a BIRCH method. The result of example analysis shows that the method provided by the invention has ahigher recognition rate for the topology of the transformer area, and can provide reference for the topology recognition and troubleshooting of the low-voltage transformer area.
Owner:ZHEJIANG UNIV

Networked radiation environment monitoring system

The present invention discloses a networked radiation environment monitoring system. A radiation environment monitoring device and a power supply system are connected with a data processing host through a real-time signal transmission system. An alarm indication module is an alarm signal output device and is connected with the data processing host. According to the technical scheme of the invention, the on-line, real-time, automatic monitoring and alarming advantages are realized. By means of the system, the screening of an oracle database is realized efficiently based on the data redundancy method. Through checking data and verifying existing data, necessary data are queried and verified, so that the accuracy and the uniqueness of supplied data are realized. Meanwhile, the data redundant condition is avoided. The system has the redundant data recording function, so that the integrity and the accuracy of the equipment supply manufacturer information in an electric energy replacement module are improved. The redundancy problem of the data information is effectively solved. Moreover, the system improves the working efficiency of the subsequent operation.
Owner:EAST CHINA UNIV OF TECH

A method for controlling and distributing the transitional flight mode of a composite rotor aircraft

The invention discloses a method for controlling and distributing the transitional flight mode of a composite rotor aircraft, belonging to the control technical field of the composite rotor aircraft.This method is used to study the control plane control characteristics of a composite rotor aircraft when the helicopter mode and the fixed wing mode are converted to each other, presents a method ofredundancy assignment based on weighted hybrid multi-objective and a new method of redundancy assignment, an improved particle swarm optimization algorithm with high computational accuracy, reduces the design difficulty of the control algorithm, and effectively solves the problems of the control surface constraints, cross-coupling and non-linearity of the composite rotor aircraft. The control redundancy problem of the transition process between the helicopter mode and the fixed wing mode is solved, and the control surface control efficiency and flight stability are improved. The composite rotor aircraft using the method of the invention can adopt the same flight controller to realize full-mode flight, does not need to switch the controller in the transition mode, reduces the design difficulty of the system controller, and improves the safety of the transition mode switching.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Remote sensing image classification algorithm based on mRMR selection and improved FCM clustering

The invention discloses a remote sensing image classification algorithm based on mRMR selection and improved FCM clustering. The method comprises the following steps: S1, constructing a new object confidence coefficient (OC) index to measure an object-oriented multi-scale segmentation algorithm of a matching degree between any region and a geographic object, segmenting an image to generate image spots, and improving over-segmentation and under-segmentation problems in an image segmentation process; S2, introducing an mRMR feature selection algorithm, utilizing mutual information to measure thecorrelation and redundancy of different features, and searching a feature subset according to the information difference and the information entropy, so that the minimum redundancy exists between theselected feature and the target category, and the feature redundancy problem is solved; S3, performing feature distance calculation by adopting an improved FCM classification algorithm of significantfeature difference fusion to realize image classification; and S4, evaluating a pattern spot classification result of the remote sensing image. The images are classified, so that accurate classification of ground object categories is realized. According to the invention, the overall precision of classification reaches 94%.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Set-top box and phone integrated machine

InactiveCN102724372ARealize the function of making a phone callTelephonic communicationSelective content distributionKey pressingComputer module
The invention discloses a special digital phone and ordinary phone integrated machine for a set-top box, and the integrated machine combines a special digital phone and an ordinary phone into a whole, is of a simple structure and can be used for greatly reducing the production cost and the usage power consumption, and simultaneously solving the redundancy problem of phone devices in a home of a user. The technical scheme is as follows: the integrated machine comprises a voice expansion interface of the set-top box, an RJ11 telephone interface, an interface processing module of the set-top box, a PSTN (public switched telephone network) signal processor, an audio input module, a key input device and a central control and processing module, wherein the interface processing module of the set-top box is connected with the voice expansion interface of the set-top box and used for processing communication signals of a locking module in the set-top box; the PSTN signal processor is connected with the RJ11 interface and used for processing signals of a public switched telephone network of a telephone line RJ11; and the central control and processing module is used for realizing the communication with the locking module of the set-top box and the PSTN communication with a telephone, performing function switching between an interface processing chip of the set-top box and a PSTN signal processing chip and producing a control command based on a received key input signal.
Owner:上海泓安信息科技有限公司
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