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48results about How to "Break through dependence" patented technology

Foot type robot motion control method and system based on deep reinforcement learning

The invention discloses a foot type robot motion control method and system based on deep reinforcement learning. The foot type robot motion control method based on the deep reinforcement learning comprises the steps that a foot type robot 3D model is established; reward and punishment functions are designed; a motion network and a target motion network are established, and network initialization is completed; controlled quantity is generated by using the motion network to obtain a state of a robot at a next moment, and a reward and punishment value is calculated; a certain number of samples are selected randomly, a state-motion value of a target evaluation network is calculated, and output of the evaluation network is updated according to a Bellman equation; a weight of the motion networkis updated by using the evaluation network; the target evaluation network and the target motion network are updated by using the evaluation network and the weight of the motion network; the steps arerepeated until network convergence; and a control instruction of the robot motion is obtained according to the motion network. According to the foot type robot motion control method and system based on the deep reinforcement learning, a foot type robot is enabled to realize the high-efficiency and stable movement under unknown environments.
Owner:BEIJING INST OF CONTROL ENG

Urban PM2.5 monitoring system and method based on Beidou and Internet of Things

The invention provides an urban PM2.5 monitoring system based on the Beidou and the Internet of Things, and the system comprises a cloud platform, a plurality of gateway devices, and a plurality of monitoring terminal devices. All monitoring terminal devices are in communication connection with all gateway devices through Beidou satellites. The gateway devices are in network communication connection with the cloud platform, and the monitoring terminal devices are used for monitoring of PM2.5, collects monitoring data and position information, and enables the collected monitoring data and position information to be transmitted to the gateway devices through the Beidou satellites. The gateway devices are used for enabling the received detected data to be transmitted to the cloud platform. The cloud platform is used for the analysis, storage and publishing of the received monitoring data. The invention also provides a corresponding urban PM2.5 monitoring method based on the Beidou and the Internet of Things. The system can automatically collect the position information of devices, reduces the construction difficulty, is convenient to maintain, is wide in application range, is stable in communication, and is wide in range of data monitoring.
Owner:MEDIASOC TECH

Simulated wood board and production method thereof

The invention relates to a wood board, in particular to an artificial simulated wood board and a production method thereof. The simulated wood board aims to overcome shortcomings of natural wood, is waterproof, moisture-proof, insect-proof, mothproof, anti-crack, harmless and pollution-free, does not deform, and can replace the natural wood. The simulated wood board comprises a base material layer, and a primer layer, a pattern layer made of marble and a finish layer are successively arranged at the front of the base material layer from bottom to top. The invention further provides the production method of the simulated wood board. The production method comprises following steps: selecting a base material; cutting the selected base material into a base material with the required dimension; arranging tenon fasteners on the cut base material; coating primer on the front of the base material; printing textures of natural wood on the surface of the base material coated with the primer; and coating finish on the surface of the base material printed with the textures of the natural wood. The simulated wood board can be paved on floors of various humid environments and public places, and completely overcomes shortcomings that various wood floors are expanded when wetted and are contracted when dried.
Owner:GUANGZHOU GUANGYANG FU BULGARI HOME MATERIAL

Pollution source identification method and system based on data fusion

The invention discloses a pollution source identification method and system based on data fusion. The method comprises the following steps: preprocessing a pollution source sample, and then testing pollution indexes to obtain conventional water quality data, ultraviolet-visible absorption spectrum data and three-dimensional fluorescence spectrum data; preprocessing the test data and then performing feature extraction; splicing the extracted feature data to construct fusion data; establishing a pollution source identification model according to the fusion data and a classification algorithm, and performing training; and carrying out pollution source identification through the trained pollution source identification model. The system comprises a sampling module, a sample pretreatment module, a sample introduction module, an analysis and test module, a data transmission module and a display and system control module. According to the method, conventional water quality, the ultraviolet-visible absorption spectrum and the three-dimensional fluorescence spectrum are subjected to data fusion and applied to pollution source identification, and compared with a traditional pollution source identification method, the method is accurate, intelligent, low in cost and high in operability and has important significance on source tracing of the pollution source.
Owner:TSINGHUA UNIV

Four-dimensional light field decoding preprocessing method based on original image

The invention discloses a four-dimensional light field decoding preprocessing method based on an original image. The method comprises the step of utilizing a light field imaging device for collecting the original image of a scene, the step of calibrating the original image to obtain a center coordinate set of the original image, the step of carrying out re-sampling processing on the original image according to the calibration information to obtain a sub-aperture image array, the step of carrying out the vignetting removing processing on an edge sub-aperture image in the sub-aperture image array to obtain a sub-aperture image array with the vignetting removed, and the step of finishing the four-dimensional light field decoding through the sub-aperture image array with the vignetting removed to obtain the parameterization expression of a four-dimensional light field. The method breaks through the dependence limitation on a white image in the two key preprocessing steps of calibrating and vignetting removing in a traditional preprocessing method, the application flexibility of light field imaging is improved, the popularization application range of the light field imaging can be widened, and the method plays a positive role in promoting the application and development of the light field imaging.
Owner:INST OF AUTOMATION CHINESE ACAD OF SCI

Intelligent sound box system with telephone function and operation method

The invention relates to the field of intelligent communication equipment, in particular to an intelligent sound box system with a telephone function, which comprises an intelligent sound box, an intelligent mobile terminal and a cloud server, the intelligent sound box comprises a Wi-Fi module, a microphone array, an MCU, an AEC module, an AGC module and an ANS module. The intelligent mobile terminal comprises an address book management module and a network distribution unit; the cloud server comprises a voice server, an address book management unit and a telephone number management unit; theWi-Fi module is connected with the network distribution unit for network distribution and can access the cloud server after accessing the home network router, and the intelligent mobile terminal address book management module uploads address book information to the cloud server address book management unit; the microphone array is used for pickup and monitoring a user instruction; and after receiving the instruction, the MCU can call the AEC module, the AGC module and the ANS module to process the audio data. The terminal equipment has the beneficial effects that a fixed-line telephone is replaced, the calling function is realized, the interaction function is also realized, and the convenient calling terminal equipment is provided.
Owner:厦门市思芯微科技有限公司

Joint extension rehabilitation training system based on pain feedback control and achieving method of joint extension rehabilitation training system

InactiveCN104083269AUnderstand the pain situation in real timeImprove complianceChiropractic devicesTraining planPhysical medicine and rehabilitation
The invention discloses a joint extension rehabilitation training system based on pain feedback control and an achieving method of the joint extension rehabilitation training system. The joint extension rehabilitation training system comprises a training protective tool body and an angle adjusting device arranged on the training protective tool body, and further comprises a protective tool length adjusting device arranged on the training protective tool body, and a pain managing terminal. The pain managing terminal comprises a pressure processing module connected with the training protective tool body through the pressure sensor, a processor connected with the pressure processing module and provided with a touch screen, a pain input module, a training plan input module and an adjusting prompt interaction module, and the pain input module, the training plan input module and the adjusting prompt interaction module are arranged in the processor. The joint extension rehabilitation training system is reasonable in structure and convenient to operate, the length of the training protective tool can be adjusted according to different people, the training requirements of patients of different ages can be met, a doctor can know the pain situation of the patients in the training process in real time, and corresponding adjustment is made. According to the joint extension rehabilitation training system, the effect of rehabilitation training is greatly improved, and the rehabilitation period is effectively shortened.
Owner:SICHUAN XUKANG MEDICAL ELECTRICAL EQUIPCO

Imitated-marble glass plastic ecological board

The invention provides an imitated-marble glass plastic ecological board which comprises a wear-proof antiskid paint layer, an imitated-marble coating layer, a board core layer, a glass fiber reinforced plastic layer, a sound insulating material layer, a base board layer and a damp-proof primer layer, wherein the sound insulating material layer is arranged at the top of the base board layer; the glass fiber reinforced plastic layer is arranged at the top of the sound insulating material layer; the board core layer is arranged at the top of the glass fiber reinforced plastic layer; and the imitated-marble coating layer is arranged at the top of the board core layer. The imitated-marble glass plastic ecological board provided by the invention has damp-proof and wear-proof functions; through cooperation with the glass fiber reinforced plastic layer, the ecological board has the characteristics of high strength and good stability; through cooperation with the sound insulating material layer, the ecological board has a sound insulating effect; the ecological board can replace natural marble to a great degree, and the dependence of the decoration and building materials on natural marble is broken; and the imitated-marble glass plastic ecological board can be widely applied to the industries such as building materials, advertising, furniture and decoration.
Owner:赵寰

Determination method of scattered precious trace metal rhenium in molybdenite concentrate

The invention relates to a method for determining rare and dispersed precious trace metal rhenium in molybdenite concentrate, which specifically comprises the following steps: dissolving a sample in a nitric acid-hydrogen peroxide strong oxidation system, oxidizing rhenium to form faint yellow stable Re2O7, forming MoO3 precipitate by Mo, dissolving Re2O7 in water to generate soluble and stable perrhenic acid, not dissolving MoO3 precipitate in water, separating Mo from Re by filtering, and determining the content of rhenium in the molybdenite concentrate. And eliminating matrix interference of molybdenum, determining the filtrate by adopting an ICP-AES (Inductively Coupled Plasma-Atomic Emission Spectrometry) method, and calculating the content of rhenium. The simple, convenient, accurate and rapid method for measuring the rare and dispersed precious rhenium element in the molybdenite concentrate is established, the accuracy of measuring the trace rhenium element is improved, the defect problem of measuring the content of the rare and trace rhenium element in the molybdenite concentrate in the prior art is overcome, particularly, the dependence of rhenium measurement on organic reagents such as tetraphenylarsonic chloride hydrochloride is broken through, and the method is suitable for large-scale popularization and application. The method is particularly suitable for rapid and accurate determination of trace rhenium elements, and the accuracy of a detection result is improved.
Owner:WESTERN MINING CO LTD +2
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