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50 results about "Synchronization networks" patented technology

Synchronization networks are also often known as "networks of coupled dynamical systems". Both of these refer to networks connecting oscillators, where oscillators are nodes that emit a signal with somewhat regular (possibly variable) frequency, and are also capable of receiving a signal.

Data stream parallel acceleration processing method and system in chip design

The invention provides a data stream parallel acceleration processing method and system in chip design, and relates to the technical field of chip design, and the method comprises the steps: partitioning a data stream through a preset scale, building a computing resource pool with graded computing power and a storage resource pool with graded access speed, and achieving the optimal distribution of storage resources and calculation tasks; dividing parallel processing units, and determining a data processing sequence; setting a shared cache area to establish a distributed cache synchronization network, and realizing synchronization control based on a cache identifier and a Lamport logic clock mechanism; and generating a resource competition degree matrix, and rearranging the task according to the access popularity map. According to the method, the data stream processing efficiency and the resource utilization rate of the chip are improved, and resource competition conflicts are reduced.
Owner:BEIJING YUANFENGCHENG TECHNOLOGY CO LTD

Comprehensive detection method and device for multi-band signals of power equipment

The invention discloses a power equipment multi-band signal comprehensive detection method, which comprises the following steps: deploying a multi-band sensor, and synchronously coupling and collecting an original composite signal; distributing a unified clock signal to each monitoring point based on an optical fiber synchronous network, and controlling an acquisition channel to synchronously acquire an original composite signal; preprocessing and performing frequency band separation on the original composite signal, and outputting a plurality of sub-frequency bands; and extracting signal features from the sub-bands, outputting a multi-dimensional feature vector to a pre-trained deep learning diagnosis model, outputting a combined diagnosis result, and calculating spatial position coordinates of the discharge source. Electrician frequency, overvoltage and partial discharge signals are integrally acquired through the multi-frequency-band sensor, high-precision time alignment acquisition of multi-parameter signals is realized in combination with a subnanosecond optical fiber synchronization technology, intelligent analysis is performed by adopting a double-branch deep neural network for parallel processing of time domain and frequency domain characteristics, and the accuracy and the reliability of the system are improved. And the combined diagnosis precision and the early warning capability of complex insulation defects and overvoltage events are obviously improved.
Owner:GLOBAL SCI & TECH (SHANGHAI) CO LTD +1

Technologies for communicating an enhanced event experience

One or more devices, systems, methods, may implement one or more techniques to provide sporting event content to a consumer. One or more techniques may receive a request for enhanced content from a consumer, wherein the request specifies desired real-time inputs to enhance the consumer's sporting event experience. One or more real-time audio highlights, video clips, and / or statistical insights is generated based on the sporting event. A storage location retrieves real-time inputs requested by the consumer and synchronizes them with a monitored broadcasted event. A network connects a content access device and the storage location, enabling transmission of the synchronized enhanced content from the storage location to the content access device in real-time during the sporting event.
Owner:PACERS BASKETBALL LLC

A hybrid time service method based on Beidou satellite navigation and TSN

The application relates to the technical field of time synchronization, and discloses a mixed time service method based on Beidou satellite navigation and TSN, which comprises the following steps: acquiring network topology structure information and historical time service error data of each synchronization node in a target distributed system, and constructing a dynamic time delay state set for jitter identification; based on the dynamic time delay state set, a current global time reference is extracted through a time calibration algorithm, a time difference reference vector sequence is generated, and initial synchronization adjustment is carried out on a TSN master node; according to the response stability of a slave node, a clock convergence function curve between nodes is constructed, whether the synchronization network is in a low jitter interval is judged based on time offset rate and time drift trend change; in combination with the node time state after directional offset suppression, a multi-channel redundant time adjustment mechanism in a time window is applied, a weight adjustment coefficient is extracted, and a non-uniform calibration factor is introduced; and according to a regression correction result, a time service stability index is evaluated in real time. The application has the advantages of improving time service stability.
Owner:SICHUAN KETIANYI INFORMATION TECHNOLOGY CO LTD

Hydraulic support multi-objective optimization control method for temporary support of mine roadway tunneling

The invention belongs to the technical field of mining machinery automation control, and relates to a hydraulic support multi-objective optimization control method for temporary support of mine roadway tunneling, which comprises the following steps: constructing a state vector and a continuous state equation of a hydraulic support system and discretizing to obtain a discrete state space model; displacement and pressure synchronous tracking of the hydraulic support system is taken as a target, a model prediction controller is adopted to carry out rolling optimization search of a control quantity under a variable constraint condition, an expansion state observer is combined to estimate total disturbance of the hydraulic support system in real time, the total disturbance is fed forward and compensated into the model prediction controller, and a final control quantity is generated; and constructing an asymmetric coupling synchronous network by taking the master cylinder as a benchmark, and forming cooperative control of the master cylinder and the slave cylinder by adopting a synchronous deviation mechanism and a final control quantity to finish multi-objective optimization control of the hydraulic support. According to the invention, safe, efficient, stable and energy-saving accurate control of a single hydraulic column and multi-target cooperative control of pump-controlled multiple hydraulic columns can be realized.
Owner:CHINA UNIV OF MINING & TECH (BEIJING)

Synchronization of components in a network

This invention discloses a network synchronization device that may include a matched filter. The matched filter may be configured to generate an event for synchronizing the operation of elements in the network, at least in part in response to a timing frame generated at a network switch. The event for synchronizing the operation of the element may include a first event generated at least in part in response to first information associated with a first element and a second event generated at least in part in response to second information associated with a second element. Related systems and methods are also disclosed.
Owner:MICROCHIP TECHNOLOGY INC

Active phase monitor for clock switchover

ActiveUS12556187B2Pulse automatic controlAngle demodulation by phase difference detectionSynchronization networksHemt circuits
Systems and methods for synchronizing networks are described. A phase monitor circuit can determine at least one phase offset among a plurality of reference clock signals. A timing circuit can generate an output clock signal using a primary reference clock. The primary reference clock can be among the plurality of reference clock signals. The timing circuit can determine failure of the primary reference clock. The timing circuit can, in response to the failure of the primary reference clock, generate the output clock signal using a specific phase offset and a secondary reference clock for the PLL. The specific phase offset can be among the at least one phase offset determined by the phase monitor circuit, the specific phase offset is between the primary reference clock and the secondary reference clock, and the secondary reference clock can be among the plurality of reference clock signals.
Owner:RENESAS ELECTRONICS AMERICA INC

Naval vessel-oriented double-center high-availability storage method and storage architecture

The invention relates to a naval vessel-oriented double-center high-availability storage method, which comprises the following steps: S100, a cloud platform sends first data to a main storage unit and a computing unit through a storage network, and the main storage unit acquires and stores the first data; s200, after the calculation unit obtains the first data, processing the first data to generate second data, and sending the second data to a main storage unit; and S300, a backup storage unit corresponding to the main storage unit obtains all data from the main storage unit through a synchronous network, and data backup is carried out through the backup storage unit. The safety of the naval vessel data is improved, and the combat ability of the naval vessel is ensured.
Owner:CHINA SHIPBUILDING RES INST (SEVENTH RES INST OF CHINA STATE SHIPBUILDING CORP)

Neural processing unit synchronization system and method

Systems and methods for exchanging synchronization information between various processing units using a synchronization network are disclosed. Systems and methods of the present disclosure include a device that includes a host and associated various neural processing units. Each neural processing unit can include a command communication module and a synchronization communication module. The command communication module can include circuitry for communicating with the host device over a host network. The synchronization communication module can include circuitry that enables communication between the various neural processing units over a synchronization network. The various neural processing units can be configured to obtain a synchronized update of a machine learning model by each neural processing unit. The synchronized update can be obtained at least in part by exchanging synchronization information using the synchronization network. Each neural processing unit can maintain a version of the machine learning model and can synchronize the version using the synchronized update.
Owner:T-HEAD (SHANGHAI) SEMICON CO LTD

An auxiliary analysis system based on neural activity synchronicity

This application relates to an auxiliary analysis system based on neural activity synchronization, comprising: a cooperative task output module that outputs a multi-person cooperative task; a task execution module that adjusts the synchronous participation of each target object in the cooperative task within the same time window based on the multi-person cooperative task; a data acquisition module that collects brain function signals and behavioral data of each target object during the execution of the multi-person cooperative task; an interference control module that collects interference information; a group neural activity synchronization calculation module that, based on the collected brain function signals, behavioral data, and interference information of each target object, quantifies the neural activity synchronization of any two target objects during the cooperative task to obtain a neural activity synchronization index; a group synchronization index and a group synchronization network structure are obtained based on the neural activity synchronization index; and a risk monitoring module that obtains auxiliary analysis results. This system can achieve objective auxiliary identification, dynamic assessment, and closed-loop optimization of ASD risk status.
Owner:SHANGHAI SHULI INTELLIGENT TECH CO LTD +1

Networking method and device of time division multiplexing frequency hopping mesh network and electronic equipment

The invention discloses a networking method and device of a time division multiplexing frequency hopping mesh network and electronic equipment, and relates to the field of wireless communication networks. The method comprises the following steps: synchronizing clocks of a root node and all child nodes of the Mesh network, and dividing time slots to obtain a plurality of time slot intervals; at the beginning of each time slot interval, determining that the communication direction of a father node in the Mesh network is an uplink direction or a downlink direction, and determining that the communication direction of each child node is opposite to the communication direction of the corresponding father node; determining a communication frequency point of each node according to the node MAC address and the number of the current time slot interval; and controlling each node to transmit and receive data according to the corresponding communication direction and communication frequency point in the current time slot interval. According to the invention, the technical problem that the Mesh networking scheme in the prior art is difficult to give consideration to high capacity, low interference and stability in a complex multi-hop environment is solved.
Owner:ZHUHAI HUGE IC CO LTD

A terminal quantum time synchronization network method and system

The application provides a terminal quantum time synchronization network method and system, comprising: a center node uses an integrated microcavity optical frequency comb as an entanglement source to obtain a plurality of pairs of signal light and idle light, which are used for time synchronization of each node; separated signal light reaches a terminal node after transmission through an optical fiber link; the terminal node has a probability of absorbing or reflecting the signal light, so that the signal light reenters the center node; the idle light has a probability of generating sum frequency effect with the reflected signal light in a sum frequency module; a computer of the center node dynamically adjusts the clock difference settlement according to the sum frequency signal, so that the separated signal light and the idle light experience the same propagation time when being transmitted in the optical fiber, and clock difference settlement is realized. The application realizes time synchronization of multiple terminals at the same time; clock difference between two places is detected by using sum frequency effect, which is performed in an optical domain, and time precision is high, which is femtosecond order; the integrated microcavity optical frequency comb is used as the entanglement source, a large number of entanglement pairs can be provided at the same time, and the network scale is convenient to expand and the topology is flexible.
Owner:SJTU-PINGHU INSTITUTE OF INTELLIGENT OPTOELECTRONICS +1

Transconductor with adaptive bias offset cancellation

Semiconductor devices for synchronizing networks are described. The semiconductor device includes a timing circuit having a sub-sampling phase lock loop. The sub-sampling phase lock loop includes a radio frequency sampler circuit that is configured to generate at least one error signal corresponding to a phase difference between an output signal of a voltage-controlled oscillator and a reference signal and a transconductor circuit that is configured to generate a tuning signal based on the at least one error signal. The tuning signal is configured to tune the voltage-controlled oscillator. The sub-sampling phase lock loop further includes an adaptive bias circuit that is configured to generate a nulling signal based on an offset in the tuning signal created by the transconductor circuit and provide the nulling signal to the transconductor circuit. The transconductor circuit is configured to adjust the tuning signal based on the nulling signal.
Owner:RENESAS ELECTRONICS AMERICA INC

A multi-channel audio and video synchronization network transmitter

This invention provides a multi-channel audio and video synchronous network transmitter, including a housing with a top cover. Symmetrical through-slots are formed on both sides of the housing. A cooling fan is mounted on the lower surface of the top cover. A heat dissipation assembly is provided on the housing. The heat dissipation assembly includes a support mesh, a guide sleeve, a magnetic ring, a mounting cover, an external filter plate, a spring, a fixing seat, and a guide rod. The guide sleeve is fixedly connected to the outer wall of the housing and corresponds to the position of the through-slots. With the help of the cooling fan, external air enters the housing through the through-slots on both sides and is then exhausted from the top, thus achieving heat dissipation. During this process, the air entering the housing is filtered by a filter element to ensure clean air and prevent dust and impurities from adhering to the circuit board.
Owner:SHENZHEN FOLKSAFE TECH CO LTD

Realtime synchronization of endpoint and cloud service protection

Systems, methods, and computer readable medium are disclosed for synchronizing network and endpoint security protocols. synchronizing network and endpoint security protocols includes receiving a device posture from an application running on an edge device; receiving from a server in communication with the edge device, network traffic information associated with the edge device; correlating the device posture and the network traffic information; and implementing a network security policy based on the correlation such that both the device posture from the edge device and the network traffic information from the server are used to enforce the network security policy.
Owner:CATO NETWORKS LTD

Frequency correction loop with deadzone and hysteresis

ActiveUS20260051893A1Pulse automatic controlOscillations comparator circuitsSynchronization networksPhase locked loop circuit
Semiconductor devices for synchronizing networks are described. A semiconductor device can include a phase lock loop of a timing circuit. The phase lock loop includes a voltage-controlled oscillator, a sub-sampling phase lock loop circuit and a frequency correction loop circuit. The frequency correction loop circuit is configured to activate a charge pump to inject a charge into the voltage-controlled oscillator based on a phase difference between a reference signal and a feedback signal being greater in magnitude than a deadzone delay parameter plus a hysteresis delay parameter and de-activate the charge pump based on the magnitude of the phase difference between the reference signal and the feedback signal falling below the deadzone delay parameter.
Owner:RENESAS ELECTRONICS AMERICA INC

Clock synchronization network and method, and FPGA chip

The invention relates to the technical field of communication, and discloses a clock synchronization network and method, an FPGA chip and a clock synchronization network, the clock synchronization network comprises a clock processing module and a routing module, the clock processing module is in bidirectional communication connection with the routing module, and the clock processing module is used for generating a receiving clock signal based on a reference clock signal; adjusting the reference clock signal based on the adjusting clock signal to obtain a sending clock signal; the routing module is used for sending the receiving clock signal and the sending clock signal to each communication channel; and a receiving clock signal of any communication channel is used as an adjusting clock signal and is sent to the clock processing module, so that the clock in the sending direction follows the clock in the receiving direction, and the core advantages of low time delay and low jitter of the synchronous network are ensured.
Owner:SUZHOU YIGE TECH CO LTD

A ground satellite signal distributed cooperative processing method and system

The application provides a ground satellite signal distributed cooperative processing method and system, and relates to the technical field of communication.The method comprises the following steps: extracting a user MAC address hash value, an emergency priority code and a spectrum occupation matrix from a synchronization network to generate a triple feature vector; transmitting the triple feature vector through a double-layer Mesh network, selecting two reference target points with fixed geographic coordinates in a disaster area to obtain three-dimensional coordinates and construct a space reference straight line; calculating the perpendicular projection distance of each node to the space reference straight line according to real-time position data of each node to generate a node offset parameter; dynamically generating a refraction correction coefficient of a signal propagation path based on the comparison result of the node offset parameter and a preset threshold value; and when the offset exceeds the threshold value, using a piecewise linear interpolation method to increase the correction weight. The application can realize high-reliability and low-latency emergency communication coverage.
Owner:BEIJING SIGONG HUIZHI TECHNOLOGY CO LTD

Frequency modulated continuous wave (FMCW) synchronization signal transmission and detection

Methods, systems, and devices for wireless communications are described. A network entity may transmit a pre- synchronization signal (SSB) signal using a low complexity waveform (e.g., a frequency modulated continuous wave (FMCW)). The UE may perform cell detection and coarse synchronization upon receiving FMCWs. The network entity may transmit FMCWs (e.g., pre-SSB FMCW transmissions) over a set of raster points in the frequency domain according to a first periodicity, and may transmit SSBs (e.g., including SSSs and a PBCH, but no PSS) at a second periodicity. The UE may perform FMCW burst detection procedures to receive the FMCWs. The UE may therefore perform low-complexity cell detection and synchronization without increasing resource expenditures by the network entity, resulting in efficient cell detection and synchronization, decreased power expenditures by the UE, decreased signaling overhead by the network entity, and improved user experience.
Owner:QUALCOMM INC

Lip shape driving model generation method and device, electronic equipment, and storage medium

The present disclosure provides a method and device for generating a lip driving model, electronic equipment and storage medium, relating to the technical field of artificial intelligence, in particular to the technical field of computer vision, augmented reality, virtual reality, deep learning and the like, and can be applied to the scene of meta universe, virtual digital person and the like. It comprises: inputting audio data, a mask image and a reference face image into an initial lip driving model to obtain a lip image; determining a first loss according to the difference between the lip image and a sample face image; inputting the audio data and the lip image into a plurality of synchronization networks generated based on different types of speech respectively to obtain a second loss output by each synchronization network, and correcting the initial lip driving model according to the first loss and the minimum value of the plurality of second losses to obtain a lip driving model. Thus, the generated lip driving model can have high accuracy in different types of speech scenarios.
Owner:BEIJING BAIDU NETCOM SCI & TECH CO LTD

Naval vessel-oriented data storage method and storage architecture

The invention relates to a naval vessel-oriented data storage method and storage architecture, and the method comprises the steps: S100, a cloud platform sends first data to a main storage group and a calculation unit through a storage network, and the main storage group obtains the first data, and stores the first data in a main storage unit of the main storage group; s200, after the calculation unit obtains the first data, processing the first data to generate second data, sending the second data to the main storage group in the step S100, and storing the second data in a main storage unit of the main storage group; s300, a backup storage unit corresponding to the main storage unit obtains all data from the main storage unit through a backup network, and data backup is carried out through the backup storage unit; and a backup storage group corresponding to the main storage group acquires all data from the main storage unit of the main storage group through a synchronous network, and performs data backup through the two storage units of the backup storage group respectively.
Owner:CHINA SHIPBUILDING RES INST (SEVENTH RES INST OF CHINA STATE SHIPBUILDING CORP)

Cell segmentation method based on multi-channel fluorescence characteristic fusion

The invention discloses a cell segmentation method based on multi-channel fluorescence feature fusion, and relates to the technical field of cell segmentation. Comprising the following steps of data preprocessing and channel synchronization, network architecture design, cell nucleus positioning, mask generation and the like. Through a deep learning technology and in combination with multi-channel image data such as DAPI and SpGreen, accurate automatic segmentation of cell nucleus and cytoplasm regions is realized, challenges of intercellular adhesion and overlapping are effectively solved through introduction of an attention mechanism and multi-scale feature fusion, meanwhile, cell boundaries are optimized through distance transformation and a conditional random field CRF, the segmentation precision is improved, and the segmentation efficiency is improved. The subsequent cell counting and co-expression analysis function enables a user to accurately evaluate cell distribution and co-expression conditions of different fluorescence channels, and a segmentation result and a data visualization report provided by the method provide an efficient and accurate analysis tool for cell biology research, and promote automation and refinement of cell image analysis.
Owner:BEIJING UNIV OF TECH

Optical frequency switching device and optical frequency switching method

The present invention makes redundant an optical transmission path of an optical frequency synchronous network for transmitting an optical frequency reference with ultra-high precision, so as to prevent instantaneous interruption of the optical frequency when switching from a normal system to a standby system. The present invention comprises: a first laser light source that oscillates a second optical frequency which is a copy destination of a first optical frequency of two or more systems; a beat frequency signal switching unit that selects any one of a plurality of beat frequency signals generated by interference between the first optical frequency of the plurality of systems and the second optical frequency; and a frequency control unit that stabilizes the second optical frequency on the basis of the beat frequency signal selected by the beat frequency signal switching unit. The frequency control unit has a narrow line width laser and a second frequency stabilization circuit for stabilizing the second optical frequency, and has a third frequency stabilization circuit for frequency drift correction of a laser between the first optical frequency and the second optical frequency. A first optical frequency output unit has a first frequency stabilization circuit for stabilizing the first optical frequency at a transmitted optical frequency.
Owner:NT T INC

Time synchronization network test method, apparatus, device, and medium

PendingCN122293538AVerify bidirectional synchronization capabilitiesTest efficiencySynchronization networks
This application relates to the technical field of vehicle control, and in particular to a method, apparatus, device, and medium for testing time synchronization networks. The method includes: acquiring the state equation and system parameters of a preset nonlinear dynamic disturbance; injecting a phase perturbation sequence into the device under test (DUT) to capture the synchronization error response sequence output by the DUT under perturbation excitation; performing variational mode decomposition on the synchronization error response sequence to obtain K eigenmode functions with finite bandwidth; performing a Hilbert transform on each eigenmode function to obtain the Hilbert spectrum of the tested spatiotemporal synchronization loop; constructing a parameterized reduced-order model of the system based on the eigenmode functions, predicting the stability domain boundary and instability bifurcation point of the system in the parameter space, and generating a synchronization stability boundary map to verify the bidirectional synchronization capability of the DUT based on the synchronization stability boundary map. This method can improve testing efficiency by adding active excitation to deeply evaluate the dynamic performance of the device and thus performing automatic time testing.
Owner:SONKWO COM

Infusion pump system and associated operating method

An infusion pump system has a plurality of infusion pumps assigned to a network. Each infusion pump has an input unit for entering therapy-relevant patient data and / or system data, and a communication interface for communication with other infusion pumps in the network. A method of operating the infusion pump system includes the steps of entering therapy-relevant patient data and / or system data on one of the infusion pumps, and automatically transmitting that therapy-relevant patient data and / or system data to all of the other infusion pumps in the network to synchronize the therapy-relevant patient data and / or system data in the network.
Owner:B BRAUN MELSUNGEN AG

A method, system for modeling internal noise of a slave clock in a master-slave synchronous network

The application relates to a method and system for simulating internal noise of a slave clock in a master-slave synchronization network in the technical field of clock synchronization, and comprises the following steps: establishing a first equivalent model and a second equivalent model; generating a first phase-locked loop output power spectral density function based on the first equivalent model and generating a second phase-locked loop output power spectral density function based on the second equivalent model; calculating a loop bandwidth condition equivalent to the first equivalent model and the second equivalent model; updating the second phase-locked loop output power spectral density function using the loop bandwidth condition, and calculating the gain coefficient and the slave clock bandwidth of the second equivalent model using a TDEV template and an MTIE template, and then updating the second phase-locked loop output power spectral density function again to obtain a noise generation time domain function. The method solves the problem that the existing method for simulating internal noise of a slave clock only considers a TDEV template and does not consider an MTIE template, so that the corresponding MTIE of the generated time domain noise exceeds the MTIE template limit, and the stability of the slave clock cannot be accurately simulated.
Owner:ZHEJIANG SAISI ELECTRONICAL TECHNOLOGY CO LTD

Dynamically determining time error performance issues in a synchronization network by a monitoring system

In some implementations, a monitoring system may obtain reporting data from a node of a plurality of nodes in a synchronization network. The monitoring system may determine, based on the reporting data, relative time error information associated with the node. The monitoring system may determine, based on at least one of the reporting data or the relative time error information, whether the node is associated with one or more time error performance issues. The monitoring system may provide information indicating whether the node is associated with the one or more time error performance issues.
Owner:JUNIPER NETWORKS INC

Time synchronization network test method, apparatus, device, and medium

The application relates to the technical field of vehicle-mounted control, in particular to a time synchronization network test method and device, equipment and a medium, the method comprising the following steps: acquiring a state equation and system parameters of a preset nonlinear dynamic disturbance; injecting a phase perturbation sequence into a measured device; capturing a synchronization error response sequence output by the measured device under the perturbation excitation; performing variational modal decomposition on the synchronization error response sequence to obtain K intrinsic modal functions with limited bandwidth; performing Hilbert transformation on each intrinsic modal function to obtain a Hilbert spectrum of the measured time-space synchronization loop; constructing a parameterized reduced-order model of the system based on the intrinsic modal functions, predicting a stable domain boundary and an unstable bifurcation point of the system in a parameter space, and generating a synchronization stability boundary atlas to verify bidirectional synchronization capability of the measured device according to the synchronization stability boundary atlas. The dynamic performance of the device can be deeply evaluated by increasing active excitation, so that automatic time testing is performed, and the testing efficiency is improved.
Owner:SONKWO COM

A method for cooperative detection of air-sea distributed anti-jamming passive radar

The application discloses a kind of based on air-sea distributed anti-interference passive radar cooperative detection method, constructs air-sea distributed radar cooperative detection network, including air multi-illumination source network, receiving network and synchronization network;Initial topological configuration design provides the infrastructure of air-sea distributed radar cooperative detection network;Adopt beam forming weight optimization to enhance the signal quality of detection network;Using node weighted selection strategy ensures the reasonable allocation of detection network resources;Based on topology optimization and dynamic deployment is to further optimize the adjustment of entire detection network, improve the anti-interference performance of detection network.The application not only improves the signal quality and anti-interference performance of radar system in multi-source, multi-path environment, but also enhances the expansibility and real-time performance of system in large-scale complex task, provides strong support for stable operation of radar system in diversified task environment.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS +1

Video three-dimensional human pose estimation method and device based on discretized latent space

Embodiments of the present application provide a video three-dimensional human pose estimation method and device based on a discretized latent space. The method comprises: obtaining a training data set; training a pre-constructed synchronization network according to the training data set; constructing a 3D human pose reconstruction network and training it based on 3D human pose sequences in the training data set; constructing a 3D human pose estimation network based on a sampler network, a discretized latent space in the trained 3D human pose reconstruction network, and a decoder, and training the sampler network in the 3D human pose estimation network according to 2D human pose sequences in the training data set; and performing three-dimensional human pose estimation according to the pre-trained 2D human pose estimation network and the 3D human pose estimation network. The technical solution of the embodiments of the present application can make full use of the connection between 2D human key points and 3D human key points, and ensure the accuracy of the network 3D human pose estimation result.
Owner:XIAMEN UNIV