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44 results about "Nonlinear signal processing" patented technology

In signal processing, nonlinear multidimensional signal processing (NMSP) covers all signal processing using nonlinear multidimensional signals and systems. Nonlinear multidimensional signal processing is a subset of signal processing (multidimensional signal processing).

Combined signal processing method for source end and relay end in bidirectional relay system

A combined signal processing method for a source end and a relay end in a bidirectional relay system comprises the following steps: the source end emits a training sequence to a relay, and the relay performs backward channel estimation to obtain an estimation channel between the source end and the relay; the relay emits a training sequence to the source end, and the source end performs forward channel estimation to obtain an estimation channel between the relay and a user; the source end feed forward channel information back to the relay, the relay performs iterative computation to source end nonlinear pre-coding matrixes, relay linear pre-coding matrixes and source end receiving equalization matrixes; the relay feeds the information of the source end back to the source end; emitting signals are subjected to nonlinear pre-treatment through the source end and then emitted to the relay; the signals received by the relay are subjected to linear pre-treatment through the relay and then broadcasted to the source end; and the source end detects the received signals to obtain information required to be transmitted therebetween. According to the invention, the bidirectional relay information transmission mode is adopted to improve the channel capacity, and the nonlinear signal processing method is adopted at the source end, so that the bit error rate performance of the system is improved.
Owner:SHANGHAI JIAO TONG UNIV

Electroencephalogram signal decoding method based on deep convolutional generative adversarial neural network

An electroencephalogram signal decoding method based on a deep convolutional generative adversarial neural network comprises: firstly, converting an electroencephalogram signal into a time-frequency domain image signal from a time sequence signal through short-time Fourier transform; and integrating the convolutional neural classification network and the adversarial generation network, performingdata enhancement on the small sample electroencephalogram data by using the adversarial generation network, putting the enhanced data into the convolutional neural classification network, and performing classification to realize decoding. The structural advantages of the convolutional neural classification network and the adversarial generative network are combined, the defects existing in small sample data processing through the neural network are overcome, the problems existing in the non-stationary and non-linear signal processing process are effectively solved, and the spontaneous electroencephalogram signal decoding precision is improved; and meanwhile, a new solution is provided for electroencephalogram signal data enhancement, and a new thought is provided for reducing the calibration time and improving the generalization ability of the classification model in the actual operation process in the future.
Owner:XI AN JIAOTONG UNIV

Device for all-optically generating six-time frequency high-speed millimeter wave

The invention discloses a method for all-optically generating a high-speed millimeter wave in a radio over fiber system, and belongs to the technical field of optical communication. In the method, two standard Mach-Zehnder modulators are cascaded mutually and are respectively driven by low-speed radio frequency signals; and the high-speed millimeter wave with the repetition frequency which is six times that of the frequency of a radio frequency signal is obtained by selecting bias points of the two Mach-Zehnder modulators to respectively serve as a highest point and a lowest point of a transmission curve and simply controlling the amplitude and the phase of radio frequency drive signals of the two Mach-Zehnder modulators. In the device, a linear light frequency multiplication technology is adopted, so that the generated millimeter wave has very high spectrum purity and phase coherence. The technology does not need expensive high-speed photoelectric devices and a complex nonlinear signal processing technology, greatly reduces configuration cost, and simplifies a system structure. If high-speed devices are adopted, a frequency band over 100-GHz can be improved very easily without changing the structure of the system. Therefore, the method has a wide application prospect in future wireless broadband communication.
Owner:曹晓晶

Ball mill cylinder vibration signal joint denoising method and device and storage medium

PendingCN110619265AAvoid the pitfalls of losing valid informationKeep useful featuresCharacter and pattern recognitionMean squareIntrinsics
The embodiment of the invention provides a ball mill cylinder vibration signal combined denoising method and device and a storage medium, and belongs to the technical field of signal processing. The method comprises the following steps: acquiring a vibration signal of a ball mill cylinder and decomposing the vibration signal into a plurality of intrinsic mode components; dividing the plurality ofintrinsic mode components into high-frequency intrinsic mode components and low-frequency intrinsic mode components according to a continuous mean square error criterion; denoising the high-frequencyintrinsic mode component according to a wavelet threshold denoising method; and reconstructing the denoised high-frequency intrinsic mode component and the denoised low-frequency intrinsic mode component to obtain a denoised vibration signal. According to the invention, in the denoising process, only the high-frequency intrinsic mode component containing much noise is denoised without aiming at the whole signal; the defect that the CEEMDAN algorithm loses effective information while the wavelet threshold denoising method has defects in nonlinear signal processing is effectively overcome, and useful features in the vibration signals are well reserved while the purpose of noise elimination is achieved.
Owner:JIANGXI UNIV OF SCI & TECH

Semi-physical simulation method and device of microwave photon array signal processing system

The invention discloses a semi-physical simulation method of a microwave photon array signal processing system. An antenna unit is drawn into a computer domain for simulation, and real object measurement is carried out on a microwave photon signal processing branch. The method comprises a first step of generating an excitation signal set of each microwave photon signal processing branch in the computer according to the class of the microwave photon array signal processing system to be simulated; a second step of actually measuring the response of each microwave photon signal processing branchunder the corresponding excitation signal according to the excitation signal set; a third step of fusing the response of the microwave photon signal processing branch under the corresponding excitation signal into a simulation result of the microwave photon array signal processing system in the computer. The invention further discloses a semi-physical simulation device of the microwave photon array signal processing system. According to the method and device, various linear and non-linear signal processing functions under the broadband can be supported, and the experiment research difficulty of the system is reduced while the high simulation reliability is guaranteed.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Method for all-optically generating sextuple frequency high-speed millimeter wave

The invention relates to a method for all-optically generating a sextuple frequency high-speed millimeter wave and belongs to the technical field of optical communication. The method comprises the following steps: mutually cascading two standard Mach-Zehnder modulators; respectively driving the two standard Mach-Zehnder modulators by low-speed radio frequency signals; respectively choosing offset points of the two standard Mach-Zehnder modulators as the highest point and the lowest point of a transmission curve; and simply controlling amplitudes and phases of radio frequency driving signals of the two standard Mach-Zehnder modulators, thereby acquiring the high-speed millimeter wave, the repeated frequency of which is sextuple frequency of the radio frequency signals. According to the method provided by the invention, a linear optical frequency multiplying process is used for generating the millimeter wave which has excellent spectrum purity and phase coherence. Expensive high-speed photoelectric element and complex nonlinear signal processing process are unnecessary according to the method, thereby greatly lowering the configuration cost and simplifying the system structure. If a high-speed element is adopted while the system structure is unchanged, the frequency band can be easily increased to above 100GHz. The method has wide application prospect in future wireless wideband communication.
Owner:曹晓晶
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