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Sensor Fusion and Object Tracking with MATLAB

The Sensor Fusion and Object Tracking with MATLAB course by MathWorks equips engineers and algorithm developers with practical skills to design and test multisensor tracking systems, solving the critical challenge of maintaining situational awareness in autonomous applications. Targeting roles in automotive ADAS, aerospace, and defense, it addresses industry demand—over 70% of autonomous vehicle projects now require sensor fusion expertise. Participants gain hands-on experience fusing radar, lidar, GPS, and IMU data using MATLAB and Sensor Fusion and Tracking Toolbox.

This course prepares learners for advanced implementation in real-world scenarios, building directly toward proficiency validated by the MathWorks Certified MATLAB Professional credential. Koenig Solutions delivers this training with official vendor-authorized courseware and Guaranteed-to-Run dates, ensuring access to live, instructor-led sessions. Graduates advance their ability to deploy robust tracking algorithms in production environments.

8 Hours (1 Days)
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Course Overview

Sensor Fusion and Object Tracking with MATLAB by MathWorks is a one-day intermediate course designed for engineers and developers working in autonomous systems, robotics, and defense sectors. It equips learners with the skills to develop and test localization and tracking algorithms used in advanced driver assistance systems (ADAS), unmanned aerial vehicles (UAVs), and surveillance platforms. While no formal certification exam is tied directly to this course, it aligns closely with real-world implementation of sensor fusion techniques required in industry applications. The curriculum serves roles such as Sensor Algorithm Engineer, Autonomous Systems Developer, and Tracking Systems Analyst. With 78% of automotive OEMs and Tier-1 suppliers adopting MATLAB-based tools for ADAS development, proficiency in this domain significantly enhances employability in high-growth technology sectors.

The course provides hands-on experience using MATLAB, Simulink, Sensor Fusion and Tracking Toolbox, and MATLAB Coder within an instructor-led virtual lab environment. Participants build multi-object trackers that fuse data from sensors including radar, lidar, EO/IR, IMU, and GPS, applying filters like Kalman and particle filters alongside motion models. A key project involves creating a tracking scenario with multiple platforms and sensors, importing synthetic or recorded detections, configuring data association methods—such as Global Nearest Neighbor (GNN) and Joint Probabilistic Data Association (JPDA)—and visualizing trajectories and track performance. Students also preprocess sensor data, define waypoint-based trajectories, and evaluate system accuracy using metrics like OSPA and GOSPA, simulating real-world conditions for airborne, ground-based, and maritime systems.

By mastering Sensor Fusion and Object Tracking with MATLAB, professionals prepare for advanced roles in autonomous system design and sensor integration, where demand is growing at 14% annually according to IEEE workforce trends. Graduates gain practical expertise applicable to certifications in model-based design and autonomous systems validation. At Koenig Solutions, learners benefit from Guaranteed-to-Run batches and access to official MathWorks courseware, ensuring structured, hands-on learning. With median salaries for sensor fusion engineers exceeding $135,000 in North America, this training opens pathways to leadership in next-generation perception systems across automotive, aerospace, and defense industries.

What You'll Learn

✓Fuse IMU and GPS data using MATLAB for accurate pose estimation, enhancing navigation systems with Sensor Fusion and Object Tracking with MATLAB by MathWorks.
✓Generate synthetic detections with Sensor Fusion and Tracking Toolbox, enabling realistic testing of tracking algorithms and improving system robustness.
✓Configure Interacting Multiple Model filter for maneuvering targets, helping you track fast-changing object movements with precision.
✓Select data association methods suitable for complex tracking scenarios, ensuring reliable multi-object tracking in cluttered environments.
✓Create multi-object trackers with MATLAB and Sensor Fusion Toolbox, empowering you to monitor multiple moving objects simultaneously.
✓Track with angle-only or range-only passive sensors, expanding your capabilities in passive sensing and surveillance applications.

Skills You'll Gain

MATLAB Fundamentals Sensor Fusion and Tracking Toolbox IMU-GPS Sensor Fusion Motion Models Kalman Filters Interacting Multiple Model Filter Data Association Global Nearest Neighbor Joint Probabilistic Data Association Track-Oriented Multiple Hypothesis Multi-Object Tracking Radar-Lidar Fusion EO/IR Sensor Integration Passive Sensor Tracking Angle-Only Tracking Range-Only Tracking C/C++ Code Generation

Prerequisites

Recommended knowledge before taking this course
  • Familiarity with MATLAB syntax, matrix manipulation, and basic linear algebra is required to effectively implement the algorithms covered in Sensor Fusion and Object Tracking with MATLAB by MathWorks.
  • A foundational understanding of signal processing concepts, probability, and state-space models is necessary to engage with the advanced tracking techniques presented in Sensor Fusion and Object Tracking with MATLAB by MathWorks.
  • Basic knowledge of coordinate systems and spatial transformations is essential for mastering the sensor fusion workflows taught in Sensor Fusion and Object Tracking with MATLAB by MathWorks.
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What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

82%

of Sensor Fusion and Object Tracking with MATLAB certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Sensor Fusion and Object Tracking with MATLAB certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Sensor Fusion Engineer
  • Multi-Object Tracking Engineer
  • Autonomous Systems Algorithm Developer
  • Radar Signal Processing Engineer
  • Navigation Systems Engineer
  • Perception Systems Engineer

Companies Hiring

5,000+
MathWorks Anduril Industries Leidos Johns Hopkins APL Applied Intuition Raytheon Lockheed Martin Northrop Grumman General Dynamics BAE Systems

and 5,000+ organizations worldwide seeking Sensor Fusion and Object Tracking with MATLAB certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

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  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

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  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

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    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

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    Security Analyst

    SC-300 Certified ✓ Verified
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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

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    AI Engineer

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    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

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    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Sensor Fusion and Object Tracking with MATLAB training course

Is the certification exam included in the Sensor Fusion and Object Tracking with MATLAB course, and what is the exam fee if separate?
The certification exam is not included in the Sensor Fusion and Object Tracking with MATLAB course and must be purchased separately. The MathWorks Certified MATLAB Professional Exam costs USD 400, as listed on the official MathWorks certification schedule, with regional pricing variations possible based on location.
What training formats does Koenig offer for this course, and is Guaranteed-to-Run scheduling available?
Koenig offers Sensor Fusion and Object Tracking with MATLAB in live online, 1-on-1, classroom, and self-paced Flexi formats, all backed by Guaranteed-to-Run scheduling. This ensures that every public batch runs as scheduled regardless of enrollment, allowing learners to confidently plan their training without risk of cancellation.
How long is lab access provided, and what environment is used for hands-on practice?
Lab access is provided for 30 days via Koenig’s LET Platform using cloud-hosted virtual machines. These secure, pre-configured sandbox environments include full MATLAB and Sensor Fusion and Tracking Toolbox access, enabling immediate, production-equivalent simulation and coding practice without local software installation requirements.
What is Koenig's rescheduling and cancellation policy for this course?
Koenig allows one free rescheduling if requested 10 or more days before the start date; changes within 10 days incur a 50% fee. Cancellations are subject to the same fee, and each course can only be rescheduled once, with written notice required to ensure administrative accuracy and compliance with policy.
What is the format, duration, number of questions, and passing score for the certification exam?
The MathWorks Certified MATLAB Professional Exam lasts 3.5 hours and includes 25 multiple-choice questions and 8 performance-based problems requiring MATLAB coding. While the exact passing score is not publicly disclosed, it varies by exam instance to maintain consistent standards, with both sections requiring minimum criteria to be met for credentialing.
How long is the certification valid, and what is the renewal process and cost?
MathWorks certifications do not have a fixed expiration date but may require passing a new or revised exam to maintain validity as technology evolves. MathWorks reserves the right to modify or discontinue certifications, and holders must comply with updates or retake exams at standard fees, typically around USD 400, if renewal is mandated.
What post-training support does Koenig provide after completing the course?
Koenig provides 30 days of post-training support including session recordings, lab access, expert mentor email assistance, and community forum access. Learners also benefit from the Happiness Guarantee, which includes feedback resolution and optional retakes within six months to reinforce mastery of sensor fusion and tracking concepts.
What are the prerequisites or prior experience needed for the Sensor Fusion and Object Tracking with MATLAB course?
Prerequisites include MATLAB Fundamentals or equivalent experience using MATLAB, along with basic knowledge of tracking concepts such as motion modeling and data association. This intermediate-level course assumes familiarity with programming in MATLAB and foundational understanding of sensor systems like IMU, GPS, radar, and lidar for effective participation.
What is the typical salary increase or career impact after completing this course and earning certification?
Professionals with MathWorks certification report up to 20% salary increases, with roles like sensor fusion engineer averaging $110,000–$140,000 annually in the U.S. Certification enhances credibility in autonomous systems, robotics, and defense sectors where precise object tracking and multi-sensor integration are critical for innovation and safety.
How does instructor-led training compare to self-study for mastering sensor fusion with MATLAB?
Instructor-led training offers structured learning with real-time expert guidance, hands-on labs, and immediate feedback—critical for mastering complex topics like data association and multi-object tracking. Self-study lacks personalized support and lab environments, increasing time-to-competency; Koenig’s guided approach improves certification success rates by up to 40%.

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