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🗺️ Topic 17: SLAM (Simultaneous Localization and Mapping)

Course: Autonomous Systems — Section 2: Perception & Sensing Topic: 17 of 70 | Prev:…

Overview

🗺️ Topic 17: SLAM (Simultaneous Localization and Mapping) — Quick Facts

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Prev: [16-Depth-Estimation.md](16-Depth-Estimation.md): Next: 18-HD-Maps.md

Topic 1

🎯 Overview

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SLAM = robot/vehicle…

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Chicken-and-egg problem: map ke…

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Types: Visual SLAM (camera), LiDAR…

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Approaches: Filter-based…

Topic 2

📊 SLAM Architecture

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ SLAM System…

Topic 3

🐍 Complete Python Implementation

🎯 `python import math import random from dataclasses import dataclass, field from enum…

Topic 4

📊 SLAM Algorithm Comparison

Topic 5

❓ Quiz — 5 MCQs

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A) Too much memory

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B) Localization aur mapping dono…

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C) Very expensive sensors

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D) Only works indoors

Topic 6

🔗 Navigation

✨ ⬅️ Previous: 16-Depth-Estimation.md | ➡️ Next: 18-HD-Maps.md

Comparison

📊 SLAM Algorithm Comparison

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ORB-SLAM3: Camera/IMU

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Cartographer: LiDAR

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LIO-SAM: LiDAR+IMU

Quick Quiz

Quiz — Question 1

🗺️ Topic 17: SLAM (Simultaneous Localization and Mapping) ka sabse sahi definition kya hai?

Complete! 🎉

🗺️ Topic 17: SLAM (Simultaneous Localization and Mapping) Complete!

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