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44 results about "Adaptive quadrature" patented technology

Adaptive quadrature is a numerical integration method in which the integral of a function f(x) is approximated using static quadrature rules on adaptively refined subintervals of the integration domain. Generally, adaptive algorithms are just as efficient and effective as traditional algorithms for "well behaved" integrands, but are also effective for "badly behaved" integrands for which traditional algorithms fail.

Magnetic resonance image reconstruction method based on adaptive orthogonal basis

The invention discloses a magnetic resonance image reconstruction method based on an adaptive orthogonal basis, and the method comprises the following steps: (1) obtaining original k-space data, carrying out the Fourier inversion of the sampled k-space data, and obtaining an original reconstruction image; (2) building a reconstruction model based on compression sensing under the constraint of the orthogonal basis; (3) partitioning the original reconstruction image, randomly extracting some image blocks for the learning of the orthogonal basis, and obtaining a group of adaptive orthogonal basis; (4) employing a hard threshold method to achieve the sparse representation of all image blocks based on the adaptive orthogonal basis; (5) employing a least square method to updating the reconstruction image, and obtaining a current reconstruction image; (6) judging whether the current reconstruction image meets the condition of convergence or not: if the current reconstruction image meets the condition of convergence, the current reconstruction image serves as a final reconstruction image; or else, going to step (7); (7) reducing the value of a regularization parameter, the current reconstruction image serves as the original reconstruction image, and returning to step (3). The method is high in reconstruction speed, and is good in image quality.
Owner:SOUTHERN MEDICAL UNIVERSITY

A visible light OFDM system self-adaptive low peak ratio method based on subcarrier reservation

The invention discloses a visible light OFDM system self-adaptive low peak ratio method based on subcarrier reservation. The method comprises the following steps: (1) at a transmitting end, allowing binary bit information flow generated by an information source to be subjected to adaptive orthogonal amplitude modulation to form a frequency domain data signal of the transmitting end; (2) determining the number of reserved subcarriers and corresponding positions in the visible light communication system; (3) performing conjugate symmetry processing on the frequency domain data signal on the OFDMsubcarrier; (4) calculating a reserved subcarrier frequency domain value; (5) performing IFFT operation on the OFDM frequency domain signal, and adding a cyclic prefix to obtain a time domain electric signal for driving the LED; (6) carrying out direct current bias or clipping on the electric signal, and then an LED is driven to emit an optical signal; (7) at a receiving end, converting the optical signal into an electric signal through a photodiode; (8) converting the obtained electric signal into a frequency domain signal; And (9) demodulating to obtain binary information flow. According to the invention, the requirement of the system on the linearity of the power amplifier and the LED lamp is reduced, and the nonlinear distortion is reduced.
Owner:SOUTHEAST UNIV

Grid-connected synchronous phase-lock method based on improved series signal delay cancellation algorithm

The invention discloses a grid-connected synchronous phase-lock method based on an improved series signal delay cancellation algorithm. According to a mathematic model of a single-phase distorted grid voltage, a fundamental component signal of one-phase of voltage is extracted and an orthogonal signal is constructed by using a static coordinate frame phase-locked loop method; a liapunov function is constructed based on the fundamental component signal of one-phase of voltage and the orthogonal signal, and an adaptive orthogonal generator and a frequency-locked loop are obtained because the derivative of the liapunov function is less than zero, which means the global system is in a stable and convergent state; and on the basis of the frequency output quantities of the adaptive orthogonal generator and the frequency-locked loop, feedback to a delay cancellation operator is carried out and thus the grid fundamental period T participates in real-time calculation of a delay operator valpha beta (t-T/n), so that tracking and extraction of the grid fundamental positive-sequence component is still carried out by a cascade stage delay cancellation method in a frequency fluctuation state and thus accurate phase locking of the grid fundamental positive-sequence signal is realized.
Owner:SHANDONG UNIV

Personalized movie recommendation method based on self-adaptation orthogonal crossover multi-target optimization algorithm

The invention relates to a personalized movie recommendation method based on a self-adaptation orthogonal crossover multi-target optimization algorithm. The personalized movie recommendation method has the advantages that aiming at the optimization insufficiency of a traditional recommendation algorithm to accuracy and non-accuracy which are two opposite indexes, the multi-target optimization algorithm is used to optimize the two targets, and accordingly diversity is increased under the premise that the accuracy is kept; aiming at the defects of the NSGA-II multi-target optimization algorithm,the improved algorithm SMOCDE is provided, the algorithm designs a self-adaptation multi-target orthogonal crossover operator SMOC, and the operator is used to initialize population so as to avoid population distribution unevenness; the operator is used for perform crossover operation, and the convergence performance and distribution performance of population are kept; when the algorithm is applied to the actual problem of personalized movie recommendation, the universality and effectiveness of the algorithm are verified by testing and comparing the algorithm with an existing recommendation algorithm, and the accuracy and diversity of recommendation results are increased.
Owner:BEIJING UNIV OF TECH

Self-adaptive orthogonal recovery spatial frequency encoding method

The invention discloses a self-adaptive orthogonal recovery spatial frequency encoding method. The method comprises the following steps: pre-estimating arrival time difference of signals sent by different antennas according to vehicle driving speed and driving direction and like factors, and constructing a delay estimation ring by taking the estimation delay as a center point; performing phase rotation with different degrees on elements in a pre-encoding matrix by using a delay factor so as to compensate the channel non-orthogonality caused by delay; pre-encoding a pilot frequency signal according to two delays obtained by the delay estimation ring on different sub-carriers of the same OFDM code elements at one time slot; performing channel estimation by using the signal decoded by a receiving end, and decoding the received signal by using the conjugate of the channel pulse response; judging the accuracy of the estimation delay by using a delay estimation judgment ring through the receiving end; and modifying the TDOA according to a feedback value through a sending end. Through the method disclosed by the invention, the system signal-to-noise ratio, the bit error rate and the diversity gain and like performances are greatly improved.
Owner:HANGZHOU DIANZI UNIV

Self-adaptive orthogonal recovery coding method based on signal-to-noise ratio estimation

The invention discloses a self-adaptive orthogonal recovery coding method based on signal-to-noise ratio estimation. The method comprises the following steps that 1, a base station end performs initial TDOA value estimation by using a pilot frequency sequence sent by a mobile station; 2, the base station performs phase rotation on elements in the precoding matrix by using the estimated TDOA initial value (shown in the specification), performs phase rotation on the elements in the precoding matrix by using the estimated TDOA initial value; and compensates for channel non-orthogonality caused bythe time delay; 3, the channel estimation and symbol decoding is carried out by a signal decoded by a receiving end; 4, a mobile station estimates the signal-to-noise ratio of the decoded symbol andreports the signal-to-noise ratio to a sending end; 5, the sending end tracks and corrects the TDOA estimation value according to a back-off algorithm to obtain a corrected TDOA delay factor (shown inthe specification); 6, the sending end carries out phase rotation on elements in the precoding matrix according to the TDOA delay factor (shown in the specification) obtained by feedback, and encodesa sent signal. The orthogonal recovery coding of the TDOA estimation value can be adaptively tracked and corrected according to the received signal, and the system performance is improved on the premise of not increasing the system overhead.
Owner:芜湖启博知识产权运营有限公司

Sparsity self-adaptive DOA estimation method and system based on pseudo-inverse perception dictionary

PendingCN112087235AEliminate Threshold ErrorPrecise positioningCode conversionNoise fieldAlgorithm
The invention discloses a sparse adaptive DOA estimation method and system based on a pseudo-inverse perception dictionary, and the method comprises the steps: receiving K narrow-band signal sources through an M-element uniform linear array, and obtaining an observation vector of a noise-free field; taking the observation vector as an initial residual error, adopting a sparsity adaptive orthogonalmatching pursuit method based on a pseudo-inverse perception dictionary, obtaining a residual error value corresponding to the current stage by continuously iterating the step length, obtaining a minimum residual error value according to the convergence comparison of the residual error values of different stages, and obtaining a corresponding sparse coefficient; and obtaining the directions of the non-zero elements in the K narrowband signal sources. According to the method, the convergence value of each step iteration is compared, the step corresponding to the minimum convergence value is used as the sparsity, the threshold error is effectively eliminated, and the application range is expanded; the advantages of the perception dictionary are combined, and a new design criterion of the pseudo-inverse perception dictionary is provided, so the error influence caused by atom strong correlation under the condition of high resolution is overcome, and the direction of the incoming wave is positioned more accurately.
Owner:INST OF ACOUSTICS CHINESE ACAD OF SCI
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