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hayf's Projects

-pso-rbf-nn icon -pso-rbf-nn

使用粒子群算法优化的RBF神经网络进行预测。RBF neural network optimized by particle swarm optimization is used for prediction.

9-axis-imu icon 9-axis-imu

Implementation of a inertial messurement unit on the STM32F3DISCOVERY discovery kit

about-rbf icon about-rbf

使用RBF、BP神经网络进行预测。RBF/BP neural network is used for prediction.

ahrs-2022 icon ahrs-2022

EKF based Attitude, Heading, and Reference System (AHRS)

ahrs-ekf icon ahrs-ekf

Quaternion-based extended Kalman filter for 9DoF IMU

ahrs-many icon ahrs-many

Attitude and Heading Reference System using MATLAB as simple as possible

ahrs_qkf icon ahrs_qkf

A ready-to-embed version for the AHRS-QKF from https://github.com/hkbl1988/AHRS_EKF, and generated C code

ahrs_quaternion_ckf icon ahrs_quaternion_ckf

AHRS algorithm based on conventional kalman filter and quaternion representation for attitude

arduino_ahrs_system icon arduino_ahrs_system

A compact realtime embedded Attitude and Heading Reference System (AHRS) using Recursive Least Squares (RLS) for magnetometer calibration and EKF/UKF for sensor fusion on Arduino platform

bp-rbf-prediction icon bp-rbf-prediction

使用BP神经网络、RBF神经网络以及PSO优化的RBF神经网络进行数据的预测

ekfmonoslam icon ekfmonoslam

SLAM using a monocular camera, optionally an IMU, and GPS

gyroscope-fusion icon gyroscope-fusion

Kalman filter for orientation estimate based on EKF filtering gyroscope and magnetometer measurements

imu_dataset icon imu_dataset

A dataset of various tests of inertial and magnetic sensors using an industrial robot as ground-truth

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