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185results about How to "Improve decoding accuracy" patented technology

Method and system for automatic decoding of motor cortical activity

A Switching Kalman Filter Model for the real-time inference of hand kinematics from a population of motor cortical neurons. Firing rates are modeled as a Gaussian mixture where the mean of each Gaussian component is a linear function of hand kinematics. A “hidden state” models the probability of each mixture component and evolves over time in a Markov chain. Gaussian mixture models and Expectation Maximization (EM) techniques are extended for automatic spike sorting. Good initialization of EM is achieved via spectral clustering. To account for noise, the mixture model is extended to include a uniform outlier process. A greedy optimization algorithm that selects models with different numbers of neurons according to their decoding accuracy is used to automatically determine the number of neurons recorded per electrode. Closed loop neural control of external events are demonstrated using neural control of a computer curser.
Owner:BROWN UNIVERSITY

Manchester decoding device capable of carrying out error correction and method thereof

The invention discloses a Manchester decoding device capable of carrying out error correction and a method thereof. The device comprises a clock frequency divider module, a multipoint sampling module, a jump edge detection module and a decoding module. The clock frequency divider module carries out frequency division processing on a clock signal of an input apparatus and outputs the clock signal after the frequency division processing to the multipoint sampling module. The multipoint sampling module carries out multi-point sampling on a Manchester code element and outputs a sampling result to the decoding module. The jump edge detection module detects a level jump edge of each input Manchester code element and the level jump edge is taken as a reference signal of the multipoint sampling module. The decoding module carries out decoding according to a sampling result of the multipoint sampling module. A traditional Manchester decoding device based on a single point sampling method has the following technical problems that an error correction capability is poor; working is not stable; the device is easy to be interfered and reliability is not high. By using the device and the method of the invention, the above problems are well solved.
Owner:CSR ZHUZHOU ELECTRIC LOCOMOTIVE RES INST

Manchester encoding signal decoding method and device

The present invention discloses a Manchester encoding signal decoding method. The method comprises the steps of receiving a Manchester encoding signal; according to the theoretical head level duration of the Manchester encoding signal, determining the sampling cycles, and setting a plurality of sampling points of same numbers in the front and back two sampling cycles of each code element evenly, and obtaining the corresponding high and low levels of each sampling point; according to the number of the high level sampling points in the front and back two sampling cycles of the code element, correcting the Manchester encoding signal; according to a Manchester encoding rule, decoding a corrected data signal. The present invention also discloses a Manchester encoding signal decoding device correspondingly. By applying the technical scheme of the present invention, the decoding accuracy can be improved.
Owner:FORYOU GENERAL ELECTRONICS

Digitizing bar code symbol data

Processing an analog electrical signal containing information representative of reflected light from indicia including regions of different light reflectivity, wherein the analog electrical signal contains edge transitions corresponding to boundaries between adjoining regions of different light reflectivity of the indicia. The edge transitions of at least a part of the analog electrical signal are analyzed to determine a level of blur in that part of the electrical signal. Based on the determined level of blur, one of a plurality of different techniques is selected for processing that part of the electrical signal to produce a digitized electrical signal in which transitions in the digital level of the signal correspond to boundaries between adjoining regions of different light reflectivity of the indicia.
Owner:SYMBOL TECH LLC

Two-dimensional code partitioning decoding method and system

The invention provides a two-dimensional code partitioning decoding method and system. The method comprises that a received two-dimensional code image is stored in an image data backup dwell vessel; binarization is carried on the received two-dimensional code image according to gray values of pixel points; the border line of the two-dimensional code image is searched according to a position detection figure; the two-dimensional code image is further searched form the version number and a correction figure; the two-dimensional code image is partitioned into areas according to the position detection figure and the correction figure, and the bit of each area is calculated; each area is divided into bit areas according to the deflection of the position detection figure and the deflection of the correction figure; the two-dimensional code image in the image data backup dwell vessel is obtained again; the average gray value of all the pixel points in the bit areas is calculated and serves as the gray value of the bit areas; and binarization is carried out on the area according to the gray value of each bit area, and a binary two-dimensional code image is obtained; and the binary two-dimensional code image is decoded. The system is accurate in partitioning and rapid and accurate in decoding.
Owner:FUJIAN LANDI COMML EQUIP CO LTD

Multi-Antenna Receiver Interference Cancellation Method and Apparatus

A composite signal including a plurality of component signal streams is processed using QR-decomposition to detect symbols and calculate a decision metric for each of the signal streams (202). Soft serial interference cancellation is performed on the composite signal based on the symbols detected for different ones of the signal streams and a ranking of the signal streams (204). The symbols are re-detected and the decision metric re-calculated for each signal stream based on soft serial interference cancellation results (206). The different decision metric calculations for at least one of the signal streams are compared to determine whether symbol detection is more accurate with or without soft serial interference cancellation (208). The signal streams are decoded using symbols detected based on soft serial interference cancellation results when symbol detection is determined to be more accurate with soft serial interference cancellation (210). Otherwise, the streams are decoded based on the symbols detected using QR-decomposition (210).
Owner:UNWIRED PLANET

Novel IRIG (Inter Range Instrumentation Group)-B alternating current code intelligent decoding method

The invention relates to a novel IRIG (Inter Range Instrumentation Group)-B alternating current code intelligent decoding method. Firstly, analog low-pass filtering is carried out on an IRIG-B alternating current analog signal with the system input frequency of 1KHz to filter out the coupled environment noise of the IRIG-B alternating current analog signal in a transmission process; the IRIG-B alternating current analog signal is converted into a digital signal through an isolation sampling circuit; high-order digital filtering is carried out on the IRIG-B alternating current digital signal in an FPGA (field programmable gate array), environment noise and sampling noise are further effectively filtered, then code pattern demodulation, phase compensation, time decoding and error code modification of the IRIG-B alternating current digital signal are sequentially carried out in an intelligent decoding module, highly reliable, highly precise and intelligent decoding on the IRIG-BAC code is realized, and the method has an error code self-modification capacity, can be widely used for ground equipment and airborne equipment of a telemetering remote control system, and provides high-precision timing with strong noise resisting capacity for ground and airborne telemetering remote control systems.
Owner:BEIJING RES INST OF TELEMETRY

Self-adaptive invisible watermark synchronous detection method based on deep learning

The invention relates to an adaptive invisible watermark synchronous detection method based on deep learning. The method is based on an Adam optimizer, a frame comprises two U-shaped sub-networks anda CNN sub-network, and the two U-shaped sub-networks and the CNN sub-network are respectively a mark network, a detection network and a discriminator. The marking network takes square areas with fixedsizes at four corners of an extracted watermark image as input of the marking network, outputs four residual images with position information, sequentially puts the residual images back to an original image to obtain a marking image, and sends the shot marking image to the detection network during marking detection, so the detection network detects the watermark image; a mask image for displayingthe position of the residual image is outputted so as to determine four corner points of the watermark image, synchronization of the watermark image and the shot mark image is realized by using perspective transformation, and the original watermark image and the watermark mark image are distinguished by using a discriminator. According to the adaptive invisible watermark synchronous detection method based on deep learning, watermark decoding accuracy is greatly improved on the premise of ensuring the visual effect.
Owner:东南数字经济发展研究院

Method and system for demodulating frequency shift keying modulation signal

The invention discloses a method and a system for demodulating a frequency shift keying modulation signal, and relates to the field of frequency shift keying modulation and demodulation. The method comprises the following steps of processing data sent by an external radio frequency system to obtain two paths of intermediate-frequency I/Q data, and removing direct current offsets; carrying out zerointermediate frequency processing through a numerically controlled oscillator; limiting out-of-band noise of zero-intermediate-frequency I/Q data through low-pass filtering, and becoming phase data after time phase conversion is carried out; limiting out-of-band noise of the phase data through low-pass filtering, and generating a bit code stream after differential subtraction and decision operation; comparing the generated bit code stream with an address code, and when the number of comparison results is smaller than a preset maximum number, outputting frame synchronization pulse; after the bit code stream is subjected to frequency offset calculation, outputting a frequency offset code; and after the output frequency offset code is demodulated, outputting a final demodulation result bit code stream and carrying out clock synchronization processing simultaneously. The method and the system are suitable for frequency shift keying modulation and demodulation.
Owner:NATIONZ TECH INC

A Joint Optimization Method for Dimensionality Reduction and Quantization of Communication Signals for Target State Estimation

The invention discloses a joint optimization method for dimensionality reduction and quantification of a communication signal for object state estimation. The joint optimization method specifically comprises the following steps: (1) reducing the dimensionality of a system state through a state linear dimensionality reduction method to realize dimensionality limit for independent parallel signal channel transmission data; (2) predicating through a multi-level quantization innovation kalman filter to obtain a predicted value of a signal and furthermore obtain the innovation of the signal; (3) quantifying the innovation under the restraint of transmission power and bandwidth by taking least mean-square estimation as the standard by using a joint-design state linear dimensionality reduction method and a time-invariant symmetry quantization method; and (4) filtering the received innovation through the multi-level quantization innovation kalman filter at a signal receiving end to realize object state estimation. By using the joint optimization method, a transmission signal meets communication restraint, and meanwhile, a state estimator at the signal receiving end has higher estimation precision, therefore, the joint optimization method is an effective signal processing method.
Owner:ZHEJIANG UNIV

Method for embedding blockchain ledger in audio digital watermarking

The invention discloses a method for embedding a blockchain ledger in audio digital watermarking. The method comprises the following steps: I, selecting separators, block sizes, head structures of blocks and transaction details as ledger information and watermarking information and combining the information so as to achieve quantization and coding of watermarking containing a blockchain data; II,reducing dimensions of the blockchain ledger information and watermarking information obtained from quantization and coding, transforming a frequency domain of original audio and implementing quantization and coding once again, so that new matrix coefficient coding is formed, and implementing frequency domain inverse transformation so as to obtain final audio watermarking containing the blockchaininformation, so that blockchain watermarking embedding is completed; and III, updating watermarking information in the blockchain by updating a data value in the blockchain information, so as to facilitate tracking and to acquire a performance that can not be arbitrarily modified. According to the method provided by the invention, quantized information of the blockchain ledger, as one part of thewatermarking information, is embedded into a transformation domain of the audio signal, so that the integrity of the watermarking can be kept in a transfer process and a bit error rate in data extracting can be reduced.
Owner:北京泛融科技有限公司
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