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117results about How to "Reduce the amount of interaction" patented technology

Differential privacy data publishing method and system based on dependency removal

The invention discloses a differential privacy data publishing method and system based on dependency removal. Each data owner independently sections an own original data set and obtains a differential value data set, the first two items of the differential value data set are subjected to summation and noise adding, then, the obtained value is uploaded to a cloud service provider after the obtained value is subjected to homomorphic encryption, and the cloud service provider carries out homomorphic decryption operation; each data owner transforms the differential value data set item to obtain a transformation coefficient, and stable noise consisting of white noise which is mutually independent and complies with Gaussian distribution is added; the data owner carries out inverse wavelet transform to obtain a scrambled data set, and the data set is uploaded to the cloud service provider; and the cloud service provider utilizes Wiener filtering to carry out filtering, and the cloud service provider carries out inverse transformation on a refined data set and publishes the refined data set to the data item of a third-party data user when the data user requests the data set. The differential privacy data publishing method and system effectively reduces the data calculation amount and interaction amount and improves a resource use ratio and data availability.
Owner:WUHAN UNIV

Energy-saving transmission self-adaption recursive least squares (RLS) distributed-type detection method of wireless sensor network

The invention discloses an energy-saving transmission self-adaption recursive least squares (RLS) distributed-type detection method of a wireless sensor network. Through the updating process of an increment of a distributed-type RLS weight number, the situation that measurement data of all-network nodes are utilized to train the distributed-type RLS weight number of a medium bridge of a bridge node set is achieved, convergence performance of an RLS algorithm is ensured, and the convergence performance is equivalent with that of an existing all-network distributed-type RLS algorithm. Distributed-type RLS weight number estimation is conducted on bridge nodes, adjacent transmission of the weight number is conducted on a sub-network of the bridge nodes, transmission updating of the weight number is achieved, and distributed-type detection is achieved. The energy-saving transmission self-adaption RLS distributed-type detection method of the wireless sensor network has the advantages that all-network parameter calculation and transmission in the prior art are avoided, communication traffic and node operation quantity are reduced, energy consumption is saved, and stability is high. In addition, the RLS weight number is calculated on the bridge nodes, all-network node data information is utilized, and performance of the algorithm is ensured. Under conditions of less energy consumption and lower network communication traffic, all-network detection performance can be achieved, and performance of the wireless sensor network is improved.
Owner:XIAN UNIV OF POSTS & TELECOMM

Frequency-power united allocation method based on multi-agent reinforcement learning in dynamic frequency spectrum environment

The invention relates to a frequency-power united allocation method based on multi-agent reinforcement learning in a dynamic frequency spectrum environment. A time slot structure for realizing the frequency-power united allocation in the dynamic frequency spectrum environment comprises three time slots: a perception decision time slot, a transmission time slot and a confirmation time slot, wherein the perception decision time slot is used for realizing the perception of a main user state and acquiring a frequency-power united decision of the transmission time slot; the transmission time slot is used for realizing information transmission, estimating a link gain at a receiving end, calculating a current return value and metering the size of interference; and the confirmation time slot is used for receiving ACK (Acknowledgement Character) signals, the link gain, the current return value and feedback information of the size of the interference, and updating a behavior return function needed by the multi-agent reinforcement learning, a historical interference table and estimated values of frequency policies of other cognitive links. According to the method provided by the invention, the real-time frequency-power united allocation with excellent performance can be realized in the dynamic frequency spectrum environment.
Owner:PLA UNIV OF SCI & TECH

Device and method for realizing parallel multi-channel MIPI (Mobile Industry Processor Interface) module screen touch adjustment based on FPGA (Field Programmable Gate Array)

The invention relates to the technical field of MIPI liquid crystal display modules, and in particular relates to a device and method for realizing parallel multi-channel MIPI (Mobile Industry Processor Interface) module screen touch adjustment based on a FPGA (Field Programmable Gate Array). An upper software interface sends data including same data and different data to a parameter processing module; the parameter processing module respectively stores and processes the data and sends the data to a multi-channel control module; the multi-channel control module respectively outputs the same data to each MIPI screen touch adjustment module, and simultaneously transmits the different data to the corresponding MIPI screen touch adjustment module according to a corresponding channel number; and the MIPI screen touch adjustment module realizes module screen touch, conversion from RGB (Red Green Blue) image data to data in the MIPI format and MIPI parameter adjustment of the module. According to the invention, the data interaction amount can be reduced; the number of software and hardware interactive interfaces can be reduced; the transmission rate is increased; the FPGA resource utilization rate and the power consumption thereof are reduced; the time sequence stability of the system is facilitated; subsequent function integration is convenient; parallel screen touch adjustment of a plurality of MIPI modules can be really realized; and furthermore, the plurality of MIPI modules are not interfered with each other and independent respectively.
Owner:WUHAN JINGCE ELECTRONICS GRP CO LTD

Energy-saving transmission adaptive LMS (Least-Mean Squares) distributed detection method for wireless sensor network

The invention discloses an energy-saving transmission adaptive LMS (Least-Mean Squares) distributed detection method for a wireless sensor network. The method comprises the following steps of: transmitting full network measured data into a bridge network and performing distributed LMS weight calculation to inherit the advantages of a full network distributed LMS detection algorithm; calculating a distributed LMS increment update weight by using the full network measured data to keep performance which is equivalent to that of full network distributed LMS detection; performing information diffusion on a bridge node set to converge transmission strategy bridge node estimation towards a desired result in an allowed mean square error range; and performing distributed LMS detection judgment on each bridge node to complete a distributed LMS detection function based on a bridge node diffusion strategy. According to the method, the converging speed of the algorithm is ensured, and unnecessary network communication amount of the conventional full network is avoided, so that node energy consumption is saved, the communication amount and node operation amount are reduced, the network service life is prolonged, network delay is reduced effectively, and high real-time property is achieved.
Owner:XIAN UNIV OF POSTS & TELECOMM

Feature similarity-based non-local neighborhood gray level image colorization method

The invention provides a feature similarity-based non-local neighborhood gray level image colorization method. A gray level image is given by a user as an input image; a marked feature direction field is obtained through the input image; a textural feature vector field is obtained according to the marked feature direction field and the input image; a structure chart is obtained by calculating the input image with a relative total variation method; a high-dimensionality feature vector field is constructed through the structure chart, the textural feature vector field, the gray level image and an image space coordinate system; the nearest neighbor of each pixel is obtained through the feature vector field; the user performs little artificial coloring on the input image to obtain a colored image, and converts the input image and the colored image to a Lab color space; in combination of the colored image and the nearest neighbor of each pixel, a sparse linear equation set is constructed, and the sparse linear equation set is solved to obtain a target image; and the target image is converted to an RGB color space to obtained a colorized image. The method takes brightness, coordinates and textual features into account, and improves a colorization effect.
Owner:WENZHOU UNIVERSITY

Train comprehensive dispatching system, dispatching method and train signal control system

The invention discloses a train comprehensive dispatching system, a dispatching method and a train signal control system. The dispatching system comprises a comprehensive dispatching non-security network, a dispatching control terminal, a comprehensive dispatching server and a security gateway, wherein the comprehensive dispatching non-security network is used for establishing connection between the dispatching control terminal and the comprehensive dispatching server and establishing connection between the comprehensive dispatching server and the security gateway; the dispatching control terminal is used for receiving control information configured by a user in a corresponding target application according to a preset control demand and sending the control information to the comprehensivedispatching server; the comprehensive dispatching server is used for generating a corresponding control instruction according to the control information and sending the control instruction to the security gateway through the comprehensive dispatching non-security gateway; and the security gateway is used for establishing connection with controlled equipment and sending the control instruction sentby the comprehensive dispatching server to the controlled equipment so as to enable the controlled equipment to execute a corresponding operation according to the control instruction.
Owner:BYD CO LTD
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