Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes

Build air quality pr PM2.5 forecasting air pollution modeling
Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes

Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes

Build air quality prediction systems using MATLAB's Regression Learner and Time Series Toolboxes. This project develops machine learning models for PM2.5 and ozone forecasting using meteorological and pollution data. Learn to handle spatial-temporal correlations, feature selection from sensor networks, and uncertainty quantification. Includes complete workflows for data cleaning, model validation, and deployment as early warning systems with 85-90% prediction accuracy for 24-hour forecasts.

Snake-like Robot Modeling and Navigation

Model and control bio-inspired snake-like robots using MATLAB's Robotics System Toolbox. This project implements serpentine locomotion algorithms for confined space navigation and obstacle traversal. The tutorial covers kinematic chain modeling, gait pattern optimization, and.....

Robotics snake robot MATLAB robotics

Energy-Optimal Trajectory Planning for Drones

Develop energy-aware trajectory planning for quadrotor drones using MATLAB's Robotics System Toolbox. This project implements model predictive control accounting for dynamic constraints, wind disturbances, and battery characteristics to generate optimal 3D flight paths. The t.....

Autonomous Systems drone path planning MATLAB robotics

Futuristic Wearable Tech with IMU Sensor Data Visualization in MATLAB

This futuristic wearable tech concept envisions a sleek, sensor-embedded device that captures real-time motion data using Inertial Measurement Units (IMUs) attached to the human body. The data is streamed into MATLAB, where it is visualized as a dynamic human silhouette performing.....

IMU sensor MATLAB IMU Motion analysis