recursive-least-squares

There are 1 repository under recursive-least-squares topic.

pronenewbits / 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
rls recursive-least-squares ekf extended-kalman-filters ukf unscented-kalman-filter arduino teensy cpp embedded real-time kalman-filter ahrs imu control-theory teensy40 quaternion obser
Language:C++ 182
hunar4321 / RLS-neural-net
Recursive Leasting Squares (RLS) with Neural Network for fast learning
artificial-intelligence kalman-filter machine-learning multiple-regression neural-network oneshot-learning oneshotlearning recursive-least-squares regression-analysis
Language:Jupyter Notebook 55
gokhanntosun / channel-estimation
Channel estimations based on RLS, LMS and ML methods.
channel-estimation recursive-least-squares least-mean-squares maximum-likelihood estimation monte-carlo-simulation
Language:MATLAB 35
gokhanntosun / adaptive-equalization
Adaptive equalizer implementations based on RLS(Recursive Least Squares) and LMS(Least Mean Squares).
adaptive-equalization equalization adaptive-equalizers recursive-least-squares least-mean-squares equalizer monte-carlo-simulation
Language:MATLAB 23
AleksandarHaber / Disciplined-Python-Implementation-of-the-Recursive-Least-Squares-Method
This is a disciplined Python implementation of the Recursive Least Squares Method
kalman-filter kalman-filtering kalman-tracking parameter-estimation recursive-least-squares
Language:Python 17
intelligent-control-lab / AGen
Adaptable generative prediction using recursive least square algorithm
adaptive-algorithm recursive-least-squares prediction
Language:Jupyter Notebook 15
baggepinnen / AdaptiveFilters.jl
Classical adaptive linear filters in Julia
adaptive-filtering signal-processing adaptive-line-enhancer recursive-least-squares dsp adaptive-systems lms nlms
Language:Julia 14
yuhogun0908 / AEC
Acoustic Echo Cancellation
acoustic-echo-cancellation least-mean-squares recursive-least-squares
Language:MATLAB 14
giobbu / CUSUM
Different flavours of CUSUM for change point detection
recursive-least-squares data-streaming change-point-detection cusum online-monitoring
Language:Jupyter Notebook 12
MarekWadinger / RLS_identification
An algorithm for RLS model parameters identification using MATLAB.
control-systems discrete-time matlab parameter-estimation recursive-least-squares signal-processing system-identification transfer-function
Language:MATLAB 8
melodiCyb / neural-networks
Hopfield NN, Perceptron, MLP, Complex-valued MLP, SGD RMSProp, DRAW
hopfield-neural-network recursive-least-squares complex-valued-data deep-recurrent-network rmsprop
Language:Python 8
jkjaer / adaptiveFilteringLectureNotes
Lectures notes for the basics of adaptive filtering
adaptive-filtering adaptive-filters lms nlms recursive-least-squares
Language:TeX 6
HabibNaeimi / Fuzzy-RecursiveLeastSquares
Fuzzy systems control course project - Petroleum University of Technology
fuzzy-logic recursive-least-squares matlab mackey-glass time-series-prediction
Language:MATLAB 4
LiaoSteve / Adaptive-control---RLS
using rls to estimate the system : y =exp(-x)
adaptive-control recursive-least-squares
Language:MATLAB 4
linkingmon / ASP2020
Adaptive Signal Processing (2020 Fall)
kalman-filter least-mean-squares recursive-least-squares levi levinson-durbin-algorithm stochastic-models wiener-filter adaptive-beamforming
Language:MATLAB 4
Tugbars / RLS-Driven-Peak-Analyzer
Microcontroller-friendly C implementation of Recursive Least Squares (RLS) for running gradient analysis, including linear, cubic, and quadratic trends, optimized for real-time trend and peak detection
frequency-sweep peak-analysis peak-detection recursive-least-squares sliding-window-analysis smoothing givens-rotations householder-transformation polynomial-fitting real-time-processing regression-algorithms
Language:C 4
AntoinePassemiers / Recursive-Least-Squares-Algorithm-With-Kafka-And-Spark
Remote repository for the INFO-H-515 Big data project (phase 2)
spark-streaming recursive-least-squares kafka data-analytics
Language:Jupyter Notebook 3
lmlib / lmlib
A Model-Based Signal Processing Library Working With Windowed Linear State-Space and Polynomial Signal Models.
model-based polynomial recursive-least-squares signal-detection signal-processing linear-state-space-model python
Language:Python 3
matteosodano / Residuals_and_RLS
University group project concerning the sensorless estimation of the contact forces between a needle mounted on the end-effector of a robot manipulator and a penetrated tissue, and subsequent prediction of layer ruptures using Recursive Least Squares algorithm.
matlab robotics robot-manipulation recursive-least-squares estimation-algorithm residuals
Language:MATLAB 3
Cryptum169 / KRLS.jl
Kernel Recursive Least Squares
julia recursive-least-squares
Language:Julia 2
FinOrr / pid-autotuner
A collection of embedded PID (Proportional – Integral – Derivative) controller tuning methods.
adaptive-control cohen control control-systems control-theory ekf extended-kalman-filter nichols pid pid-control pid-tuner pid-tuning proportional-integral-derivative recursive-least-squares tuning ziegler lamda-tuning skogestads
Language:C++ 2
jafetrd / recursiveLeastSquares
A vanilla implementation of recursive least squares to estimate the parameters of a IIR filter
recursive-least-squares
Language:Mathematica 0
rajashree-srikanth / System-identification-estimation
Course materials and MATLAB/Simulink codes for projects in coursework - System Identification and Estimation
estimation-algorithm kalman-filter recursive-least-squares system-identification
Language:MATLAB 0
TobiasWallner / Controlpp
A systems control library. Design classical and modern controllers: Transfer functions, state space models, Kalman filters, recursive least square estimators, linear quadratic controllers, ...
control control-systems control-theory controllers kalman-filter linear-time-invariant-systems recursive-least-squares transfer-functions control-systems-toolbox linear-time-invariant-control
Language:C++ 0
ysolodkyy / ELEN-299-Directed-Research
lms rls wiener-filter recursive-least-squares adaptive-filters least-squares
0
Alivaziri / Dynamic-Systems-and-Control
This repository contains course materials for "Fundamentals of Modern Control Theory", a graduate-level course focused on the analysis and design of linear and nonlinear control systems.
adaptive-control control-theory dynamic-programming dynamic-systems dynamics least-squares lqr lqr-controller mit recursive-least-squares
Language:Jupyter Notebook
NekSfyris / recursive_least_squares
Least squares and recursive least squares implementation. 2D line fit to noisy data.
least-squares recursive-least-squares 2d-line-fit noisy-data parameter-estimation python3 python
Language:Python
volkziem / SysidMatrix
Transfer matrix measurements using a recursive least-squares algorithm
accelerator-physics beam-dynamics recursive-least-squares system-identification transfer-matrix
Language:MATLAB

recursive-least-squares

pronenewbits / Arduino_AHRS_System

hunar4321 / RLS-neural-net

gokhanntosun / channel-estimation

gokhanntosun / adaptive-equalization

AleksandarHaber / Disciplined-Python-Implementation-of-the-Recursive-Least-Squares-Method

intelligent-control-lab / AGen

baggepinnen / AdaptiveFilters.jl

yuhogun0908 / AEC

giobbu / CUSUM

MarekWadinger / RLS_identification

melodiCyb / neural-networks

jkjaer / adaptiveFilteringLectureNotes

HabibNaeimi / Fuzzy-RecursiveLeastSquares

LiaoSteve / Adaptive-control---RLS

linkingmon / ASP2020

Tugbars / RLS-Driven-Peak-Analyzer

AntoinePassemiers / Recursive-Least-Squares-Algorithm-With-Kafka-And-Spark

lmlib / lmlib

matteosodano / Residuals_and_RLS

Cryptum169 / KRLS.jl

FinOrr / pid-autotuner

jafetrd / recursiveLeastSquares

rajashree-srikanth / System-identification-estimation

TobiasWallner / Controlpp

ysolodkyy / ELEN-299-Directed-Research

Alivaziri / Dynamic-Systems-and-Control

NekSfyris / recursive_least_squares

volkziem / SysidMatrix