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94results about How to "Compensate for interference" patented technology

MEMS gyroscope robust self-adaptation control method based on neural network upper bound learning

InactiveCN104281056ACompensate for manufacturing errorsCompensate for interferenceAdaptive controlVibration amplitudeGyroscope
The invention discloses an MEMS gyroscope robust self-adaptation control method based on neural network upper bound learning. The method includes the following steps that an ideal kinetic model and an MEMS gyroscope kinetic model are established, a sliding mode function is designed, a control law is obtained based on the sliding mode function, and an RBF neural network upper bound estimated value is used as a gain of a robust item on the basis of the control law together with a feedback item and the robust item; a parameter self-adaptation law and a network weight self-adaptation law are designed based on a Lyapunov method. According to the MEMS gyroscope robust self-adaptation control method based on neural network upper bound learning, the feedback item is added in the control law, the two-shaft vibration trajectory tracking speed and the parameter estimation speed of an MEMS gyroscope are greatly increased, and the vibration amplitude is decreased; the robust item based on RBF neural network upper bound learning is added in the control law, the buffeting problem caused by large external disturbance and fluctuation and the problem that the dynamic characteristics are changed worse are solved, the uncertainty of a structural formula and the uncertainty of a non-structured formula are eliminated, and therefore the robustness of the system is further improved.
Owner:HOHAI UNIV CHANGZHOU

Parameter optimization control method of semiconductor advance process control

The invention discloses a parameter optimization control method of semiconductor advance process control (APC). In semiconductor technological process, a traditional method uses a linear prediction model for the optimization control method of batch process. The parameter optimization control method of the semiconductor advance process control uses an optimized back propagation (BP) neural network prediction model based on genetic algorithm, optimizes the initial weight values and threshold values of the neural network through the genetic algorithm, uses selecting operation, probability crossover and mutation operation and the like according to the fitness function F corresponding to each chromosome, and outputs the optimum solution finally to determine the optimum initial weight value and the threshold value of the BP neural network. The performance of the BP neural network is improved with an additional momentum method and variable learning rate learning algorithm being used, so that the BP neural network after being trained can predict the non-linear model well. The genetic algorithm in the method has good global searching ability, a global optimal solution or a second-best solution with good performance is easy to obtain, and the genetic algorithm well promotes the improvement of modeling ability of the neural network.
Owner:苏科斯(江苏)半导体设备科技有限公司

Micro gyroscope robust self-adaptive control method

InactiveCN103345148AGuaranteed global stabilityCompensate for manufacturing errorsAdaptive controlVibration amplitudeGyroscope
The invention discloses a micro gyroscope robust self-adaptive control method, and the method is applied to a controller comprising a micro gyroscope. The method includes the following steps of establishing an ideal dynamics model, establishing a dimensionless dynamics model of the micro gyroscope, designing a sliding mode function and making the derivative of the sliding mode function to time be zero to acquire a control law, adding a feedback item and a robust item to the control law, wherein the control law with feedback item and the robust item is used as a robust self-adaptive control law, controlling the micro gyroscope based on the Lyapunov function method, and designing an self-adaptive law. According to the micro gyroscope robust self-adaptive control method, the feedback item is added to the control law, so that micro gyroscope two axle vibration trajectory tracking and parameter estimation speed is greatly improved, and vibration amplitude is reduced; the robust item is added to the control law, so that external interference and parameter uncertainty are removed, and robustness and dynamic characteristics of a system are improved; the self-adaptive law is designed based on the Lyapunov function method, so that globally asymptotic stability of the whole system is guaranteed, and reliability of the system and robustness to parameter change are improved.
Owner:HOHAI UNIV CHANGZHOU

Phase shift coding method based on pulse amplitude modulation system and implementing device

The invention belongs to the technical field of visible light communication, and particularly relates to a phase shift coding method based on a direct-modulation direct-detection pulse amplitude modulation system and an implementing device. At a system transmitting end, a phase shift coding method opposite in symbol is adopted for odd-even code elements of a continuous symbol sequence; at a system receiving end, a differential decoding method of delayed subtraction is performed on adjacent symbols receiving the code elements. In the implementing device, a transmitting end comprises a phase shift coder, a PAM (pulse amplitude modulation) mapping module, a serial-to-parallel/parallel-to-serial conversion module, an up-sampling module, an LED and a driving module of the LED; a receiving end comprises a differential decoder, a serial-to-parallel conversion module, a rear balance module, a PAM de-mapping module, a clock synchronizing module, a normalization module, a down-sampling module, a focusing lens, a light filter and a receiver. By using the implementing device and the coding and decoding method, crosstalk noise between inherent direct-current component and signal in a visible light communication system based on a pulse amplitude modulation format can be effectively eliminated, sensitivity of the receiver can be improved, signal transmission quality can be improved, and system performance can be improved effectively. The method is simple to implement and easy in integration.
Owner:FUDAN UNIV

Underwater robot gravity center auxiliary adjusting system and control method

ActiveCN108674613AGuaranteed stabilitySolve the problem of resisting ocean current interferenceUnderwater vesselsUnderwater equipmentMarine engineeringGravity center
The invention relates to an underwater robot gravity center auxiliary adjusting system and a control method. A posture detection system is used for detecting a posture of an underwater robot body; anunderwater robot motion information input module is used for detecting motion control information of the underwater robot body and motion control information of an underwater mechanical arm which is carried on the underwater robot body; an adjusting motion controller derives gravity center change tendency and size of an underwater mechanical arm according to longitudinal inclination posture information of the underwater robot, motion control information of the underwater robot and motion control information of the underwater mechanical arm and controls a screw-slide block mechanism and adjuststhe gravity center of the underwater robot; and the screw-slide block mechanism is an executing mechanism of the gravity center auxiliary adjusting system. According to the underwater robot gravity center auxiliary adjusting system and the control method, as a battery compartment is used as an adjusting unit, the problem that the robot body is affected ocean current external interference and thegravity center change of the underwater mechanical arm is solved, the interference of the gravity center change to the underwater robot body can be compensated, and the ocean current interference resisting problem under a static condition is effectively solved.
Owner:HARBIN ENG UNIV

Robust adaptive nonsingular terminal sliding-mode control method of automatic train operation

InactiveCN107102542AReduce singularityCompensation uncertaintyAdaptive controlLoop controlClosed loop
The invention discloses a robust adaptive nonsingular terminal sliding-mode control method of automatic train operation. The method comprises that S1) the bearing condition of vertical movement of a train is analyzed, and a train vertical movement power equation including unknown parameters, uncertainty and external interference is established; S2) a nonsingular terminal sliding-mode surface is constructed; S3) an adaptive law of estimated values of the unknown parameters and a parameter equation of parameters of the sliding mode surface are designed; and S4) the nonsingular terminal sliding-mode surface, the adaptive law of estimated values of the unknown parameters and the parameter equation of parameters of the sliding mode surface are substituted into the train vertical movement power equation including the unknown parameters, uncertainty and external interference, a nonsingular terminal sliding-mode closed-loop control equation is obtained, and the nonsingular terminal sliding-mode closed-loop control equation is used to implement robust adaptive nonsingular terminal sliding-mode control of automatic train operation. Thus, position and speed tracking errors of an ATO system can reach the sliding surface within limited time and converged to 0 within limited time.
Owner:BEIJING JIAOTONG UNIV

Self-adaptive RBFNNs noise-measurement active-disturbance-rejection control method for rotor wing flight manipulator

The invention discloses a self-adaptive RBFNNs noise-measurement active-disturbance-rejection control method for a rotor wing flight manipulator. The method comprises the following steps that the rotor wing flight manipulator is subjected to stress analysis, and a Newton-Eulerian method is used for establishing a dynamics model of the rotor wing flight manipulator; a height controller and a levelcontroller based on RBFNNs\ADRC are designed; according to the dynamics model and the actual flight conditions of the rotor wing flight manipulator, the output of the level controller is converted into an expected attitude angle; an attitude controller based on RBFNNs\ADRC is designed; according to a flight mode of the rotor wing flight manipulator, control signals are converted into all rotor wing rotation speed values. According to the method, self-adaptive RBFNNs are utilized for estimating inner and outer disturbance of all channels of the flight manipulator and conducting real-time compensation, on this basis, the attitude controller based on RBFNNs\ADRC is designed, the disturbance of the movement of the manipulator to a flight platform can be effectively compensated for, and the rotor wing flight manipulator in the flight process can stably grip.
Owner:HUNAN UNIV

Control method for piston motion track of free piston engine

The invention discloses a control method for piston motion track of a free piston engine, and belongs to the technical field of control. The invention aims to provide the control method for the piston motion track of the free piston engine, and the control method establishes a free piston internal combustion engine generator mechanism model system under an MATLAB environment according to the working mechanism of the free piston internal combustion engine generator, can effectively compensate interferences and keeps stable operation of the free piston internal combustion engine generator. The control method comprises the following steps of: establishing a free piston electric generator simulation model; controlling piston track of the free piston electric generator; enabling track of the piston to trace reference track, wherein the reference track is that a FPEG works under load needed for a driver; establishing a control-oriented model; designing a quadric-form secondary optimal controller; expanding design of a state observer; and performing uncertainty compensation. According to the control method disclosed by the invention, a control-oriented simplified model of the system is established, a piston motion control method based on linear quadratic type (LRQ) and extended state observer (ESO) is disclosed, and piston motion track of EPEG is controlled by regulating circulating oil spray amount.
Owner:JILIN UNIV

Robust non-singular terminal sliding mode control method used for train ATO system

The invention discloses a robust non-singular terminal sliding mode control method used for a train ATO system. The method comprises the following steps of S1, analyzing a train stress condition during vertical motion and establishing a vertical train motion power equation including a unknown parameter, nondeterminacy and an external interference; S2, defining a position tracking error, a speed tracking error and an acceleration tracking error and constructing a non-singular terminal sliding mode surface; S3, designing a control strategy of the non-singular terminal sliding mode surface; and S4, plugging the non-singular terminal sliding mode surface and the control strategy of the non-singular terminal sliding mode surface into the vertical train motion power equation including the unknown parameter, the nondeterminacy and the external interference and acquiring a non-singular terminal sliding mode closed-loop control equation, and using the non-singular terminal sliding mode closed-loop control equation to carry out robust non-singular terminal sliding mode control used for the train ATO system. The method can be applied to the train ATO system so that a tracking error of a position speed of the train ATO system can reach a sliding surface in limited time and is converged to zero in the limited time.
Owner:BEIJING JIAOTONG UNIV

Receiving end IQ imbalance estimation and compensation method and device for SC-FDE system

The invention discloses a receiving end IQ imbalance estimation and compensation method and device for an SC-FDE system, and the stream analysis of modulated data is performed at a transmitting end. CP is added to a data block, and the data block is received by a receiving end through a wireless channel and noise interference. The received signal introduces IQ imbalance because of the hardware damage of a radio frequency end. The method provided by the invention comprises the steps: carrying out the FFT of time domain data to a frequency domain after the CP of data is removed at the receivingend; estimating the channel information in advance through pilot frequency data, and obtaining an IQ imbalance parameter estimated value; carrying out the mirroring of the received signal afterwards,carrying out the merging, and estimating the frequency domain data of an original signal through LS; and finally restoring the original data through IFFT and demodulation. According to the method provided by the invention, the pilot frequency data is used in the frequency domain for the separated estimation of the IQ imbalance parameter and channel in advance, and then a simple LS method is used for compensating for the IQ imbalance and channel interference. Moreover, the method can be suitable for SISO and MIMO systems.
Owner:SOUTHEAST UNIV
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