The Kalman filter has characteristics of the noise-sensitive. This paper analyzes the adaptive Kalman filter algorithms which are based on Sage-Husae, neural network and fuzzy logic method. And an adaptive Kalman filt...
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The Kalman filter has characteristics of the noise-sensitive. This paper analyzes the adaptive Kalman filter algorithms which are based on Sage-Husae, neural network and fuzzy logic method. And an adaptive Kalman filter based on fuzzy logic is designed to estimate the attitude, heading and velocity of the RUAV. Combining the characteristics of RUAV platform and analyzing the real flight data, the fuzzy inference rules are designed to change the filtering parameters. With the actual flight data, the simulation verifies the validity of this algorithm. The experiments prove that this method can improve the navigation precision of RUAV.
Stair-climbing is a necessary capacity for mobile robots. This paper presents an online control method for the stair-climbing of a transformable tracked robot, Amoeba-II, and this robot is also an isomerism-modules ro...
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Stair-climbing is a necessary capacity for mobile robots. This paper presents an online control method for the stair-climbing of a transformable tracked robot, Amoeba-II, and this robot is also an isomerism-modules robot with different mechanism modules. Based on the reasonable compartmentalization and kinematics analysis of the stair-climbing process, the coordination of the rotations of modules can reduce the slippage between tracks and terrain. To ensure that the robot can climb stairs with enough capability and stability, the stair-climbing criterion for the robot has been established based on the force analysis of each stage of the stair-climbing procedure. Meanwhile, the interference-avoiding criterion has been set up to avoid the interference between the non-tracked module of the robot and the stair. The experiment for the stair-climbing of the robot has been implemented to certify the validity of the online stair-climbing control method for a transformable tracked robot.
To overcome the influence of on-orbit extreme temperature environment on the tool pose(position and orientation) accuracy of a space robot,a new self-calibration method based on a measurement camera(hand-eye vision) a...
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To overcome the influence of on-orbit extreme temperature environment on the tool pose(position and orientation) accuracy of a space robot,a new self-calibration method based on a measurement camera(hand-eye vision) attached to its end-effector was *** the relative pose errors between the two adjacent calibration positions of the space robot,the cost function of the calibration was built,which was different from the conventional calibration *** particle swarm optimization algorithm(PSO) was used to optimize the function to realize the geometrical parameter identification of the space *** above calibration method was carried out through self-calibration simulation of a six-DOF space robot whose end-effector was equipped with hand-eye *** results showed that after calibration there was a significant improvement of tool pose accuracy in a set of independent reference positions,which verified the feasibility of the *** the same time,because it was unnecessary for this method to know the transformation matrix from the robot base to the calibration plate,it reduced the complexity of calibration model and shortened the error propagation chain,which benefited to improve the calibration accuracy.
This paper presents a model reference adaptive PID controller for controlling a novel compliant flexures-based XY micro-positioning stage driven by electromagnetic actuators. The stage is specially designed by employi...
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This paper presents a model reference adaptive PID controller for controlling a novel compliant flexures-based XY micro-positioning stage driven by electromagnetic actuators. The stage is specially designed by employing double four-bar parallelogram flexures and four non-contact electromagnetic force actuators to realize the kinematic decoupling and force decoupling respectively. Based on preliminary open loop experiments and simple PID controller based close-loop experiments, we found that the system is with typical hysteresis and nonlinear characteristics. As model reference adaptive control techniques possess great advantages to tackle robustness issues of nonlinear and model uncertainty systems, it is designed and adopted to control the micro-manipulator system. At first, a model reference adaptive PID controller design process is introduced. Then control parameters are systematically tuned based on intuitive desired performance and robustness. At last, experimental results verify the process for controlling the micro-positioning stage, which shows that the adopted controller can drive the mobile stage to track the desired reference path exactly.
Underwater gliders, which glide through water columns by use of a pair of wings, are efficient long-distance, long-duration marine environment observatory platforms. The Sea-Wing underwater glider, developed by the Sh...
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Underwater gliders, which glide through water columns by use of a pair of wings, are efficient long-distance, long-duration marine environment observatory platforms. The Sea-Wing underwater glider, developed by the Shenyang institute of Automation, CAS, is designed for the application of deep-sea environment variables observation. The system components, the mechanical design, and the control system design of the Sea-Wing underwater glider are described in this paper. The pitch and roll adjusting models are derived based on the mechanical design, and the adjusting capabilities for the pitch and roll are analyzed according to the models. Field experiments have been carried out for validating the gliding motion and the ability of measuring ocean environment variables. Experimental results of the motion performances of the glider are presented.
In this work, a novel point stabilization control strategy for mobile robots which moves on uneven surface is presented. Firstly, sliding mode method is adopted to extend the nonlinear kenimatic control law to dynamic...
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In this work, a novel point stabilization control strategy for mobile robots which moves on uneven surface is presented. Firstly, sliding mode method is adopted to extend the nonlinear kenimatic control law to dynamic system, so that the robot is driven by torques. Then, to solve the speed and torque jump problem, the neural dynamics model is integrated into the presented controller. In addition, we utilize genetic algorithm (GA) to optimize the controller parameters for obtaining better stabilization performance. The stability of the proposed control system is analyzed by using Lyapunov theory. Finally, simulation results are given to illustrate the effectiveness of the proposed control scheme.
This paper presents a novel active drift correction template tracking algorithm. Compared to Matthews' algorithm in [8], the proposed algorithm achieves synchronously object tracking and drift correction, and save...
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This paper presents a novel active drift correction template tracking algorithm. Compared to Matthews' algorithm in [8], the proposed algorithm achieves synchronously object tracking and drift correction, and save half running time. For the template drift problem during long sequential object tracking, we introduce the active drift correction term into inverse compositional affine image alignment algorithm. This operation can avoid the template drift before it occurs, or reduce the drift after it happens. The total energy function consists of two terms: the tracking term and the active drift correction term. By minimizing the total energy function with the steepest descent algorithm, the proposed algorithm can decrease the accumulative tracking error, and prevent the drift during the tracking process effectively. Various object tracking experiments show that our method has super performance than the passive drift correction algorithm in [8].
A spherical robot based on a novel double ballast masses principle is developed for military re-connaissance and unknown environment *** robot is driven by two DC motors,each of which drives one ballast mass,and the t...
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A spherical robot based on a novel double ballast masses principle is developed for military re-connaissance and unknown environment *** robot is driven by two DC motors,each of which drives one ballast mass,and the two ballast masses are placed symmnetrically on the major *** with the traditional ballast mass principle,the robot has featured high speed,the abil-ity of slope climbing and obstacle overcoming in linear *** robot has two inputs and three DOF,which is a nonholonomic and underactuated *** dynamic model of the robot is con-structed,and the linear motion performance of robot in theory is proved by Adams *** control system is briefly introduced,and the performance of the prototype is tested by experiments at last.
In order to realize nano-component manipulation, the contacting mechanism and operating methods during ZnO nanowire manipulation process are researched both in theory and experiments in scanning electron microscope (S...
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In this paper the task assignment for multi-target pursuit (MTP) problem with non-equal number of vehicle and target is studied.A mixed-inter programming (MILP) based minimax assignment criterion is formed, and a solu...
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ISBN:
(纸本)9781467315241
In this paper the task assignment for multi-target pursuit (MTP) problem with non-equal number of vehicle and target is studied.A mixed-inter programming (MILP) based minimax assignment criterion is formed, and a solution method called the Selection Algorithm of Precedence Rows (SAPR) originated from Operation on Matrix is *** simulations with less number and more number of targets being pursued are designed respectively to testify the efficiency of the proposed method.
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