Humanoid Arm Control: Math Modeling for Kinematics, Trajectory Planning, and Joint Control

Master the art of humanoid arm control through mathematical modeling, kinematics, trajectory planning, and joint control techniques.

Introduction to Humanoid Arm Kinematics

Unit 1: Humanoid Arm Anatomy and Degrees of Freedom

Unit 2: Forward and Inverse Kinematics Concepts

Unit 3: Introduction to Denavit-Hartenberg (DH) Convention

Denavit-Hartenberg (DH) Parameter Formulation

Unit 1: Understanding the DH Convention

Unit 2: Determining DH Parameters

Unit 3: Creating and Interpreting DH Tables

Forward Kinematics

Unit 1: Homogeneous Transformation Matrices

Unit 2: Forward Kinematics Calculation

Unit 3: Forward Kinematics Implementation

Inverse Kinematics: Analytical Solutions

Unit 1: Understanding Inverse Kinematics

Unit 2: 2-DOF Planar Arm IK

Unit 3: 3-DOF Planar Arm IK

Trajectory Planning in Joint Space

Unit 1: Introduction to Trajectory Planning

Unit 2: Linear Trajectory Planning

Unit 3: Polynomial Trajectory Planning

Unit 4: Advanced Trajectory Planning Concepts

Joint-Level Control with PD Controllers

Unit 1: Introduction to Feedback Control

Unit 2: PD Controller Design and Implementation

Unit 3: Tuning and Performance Evaluation

Sensor Integration and Error Correction

Unit 1: Introduction to Sensor Integration

Unit 2: Integrating Sensor Data into the Control Loop

Unit 3: Error Correction Strategies

Unit 4: Advanced Topics