FUNDAMENTALS & EMERGING TOPICS IN ROBOTICS


Ankaralı M. M., Turgut A. E.

  • Dersin Düzeyi: Yüksek Lisans
  • Tasarlanan Ders Kodu: 8850501
  • Öğretim Türü: Örgün Öğretim (Normal Öğretim)
  • Dersin Kapsamı: Teorik ve Uygulama
  • Akademik Yıl: 2021 - 2022
  • Ders İçeriği:

    Week

    Subject

    1

    Math and computing fundamentals: Linear Algebra-I

    2

    Math and computing fundamentals: Linear Algebra-II

    3

    Digital Control Systems: Fundamentals & Analysis Tools

    4

    Design of Digital Controllers for Digital Control Systems 

    5

    Design of Digital Controllers & Observers for Digital Control Systems 

    6

    Estimation Theory: Probability Overview

    7

    Estimation Theory: Bayesian State Estimation

    8

    Estimation Theory: Kalman Filter and its variants (EKF, IMM)

    9

    Rigid body motion: Kinematics

    10

    Rigid body motion: Dynamics

    11

    Motion Planning: Configuration Space

    12

    Motion Planning: Road Map Methods & Graph Search Algorithms

    13

    Motion Planning: Probabilistic Planning & Feedback Motion Planning 

    14

    Learning and Perception in Robotics