Many universities want to offer drone-related courses, but they often run into the same set of problems:

They purchase several drones, but students do not know where to begin;

Simulation software is installed, but it is completely disconnected from real-world flight;

There is no shortage of flight-control course material, but there is no systematic hands-on training framework;

Equipment is purchased before faculty members themselves have become familiar with it, let alone learned how to guide students. We have worked with many universities to solve these problems. We supply the equipment, set up the environment, and complete the training; faculty members then use the system to teach courses, run laboratory sessions, and mentor students. Only by integrating equipment with teaching can a laboratory become a solution that truly works.

We recently completed the deployment of a drone laboratory at a university, covering everything from functional zoning and equipment configuration to the simulation environment and engineer-led training. Faculty members have now begun teaching in the new environment, and students can follow a clear path from foundational practical training to code development and validation on physical drones.

Using this real-world delivery project as a case study, this article explains the laboratory's spatial planning, curriculum support, equipment-configuration logic, and day-to-day use after deployment.

01

What Does the Laboratory Look Like?

Four Functional Zones

The laboratory is divided into four zones: maintenance and commissioning, simulation and development, flight training, and equipment storage. Students first learn about the hardware and wiring, then tune parameters and run simulations, and finally validate their work on physical drones. After use, the drones and batteries are returned to their designated storage locations. Because the zones directly correspond to the teaching workflow, faculty members can organize courses more smoothly and students always know what to do next.

Maintenance and Commissioning Area

The area is equipped with anti-static workbenches. Each station includes a hot-air rework station, an adjustable regulated DC power supply, a multimeter, a hex-key set, multifunctional clamps, and a complete range of other tools. For first-year students, the first task is to disassemble a drone by hand and determine where the flight-control board connects, how the ESCs drive the motors, and what each wire does.

Hands-on work is the fastest way to understand a drone. Why does a drone shake during takeoff? Why must parameters be retuned after replacing the GPS module? The answers to these questions can be found through benchtop disassembly and assembly.

The laboratory also includes an STM32-based quadrotor PID test rig dedicated to flight-control parameter tuning. With the drone secured to the rig, students can experience the logic of cascaded PID control without taking off: what happens when P is adjusted, why adding D suppresses overshoot, and how the I term eliminates steady-state error. After all parameters have been tuned, the rig's response curve makes the results immediately clear.

Simulation and Development Area

High-performance workstations allow the entire class to work simultaneously without lag. Every workstation comes with a complete simulation environment preinstalled. Students first use the simulator to test takeoff, turns, and mission execution with their own code; only after the code has been validated do they flash it to a physical drone.

This workflow is essential. When the code is not yet ready, students can test it ten thousand times in a virtual environment without worrying about crashing a drone or wearing out the equipment. Once they are confident, they perform a real flight in the flight area. Simulation is the starting point; real flight is the validation.

Flight Training Area

The laboratory includes a 100-square-meter professional indoor flight area with safety netting, floor mats, and a perimeter frame. There is no need to wait for favorable weather or apply for airspace, so the equipment is ready to fly as soon as it is delivered. The flight area is the core of the laboratory. It is more than a place to fly: it is where every idea is ultimately validated, and where the next idea begins. Here, students can see their own code bring a drone to life.

Equipment Storage Area

A smart explosion-resistant charging cabinet and explosion-resistant storage cases support standardized lithium-battery safety management. Storage racks give every drone a designated location. Taking care of equipment is one of an engineer's most fundamental professional habits, and it should be cultivated from the first day in the laboratory.

02

What Can This Setup Support?

This may be the question faculty members care about most: once the equipment is purchased, can it truly be integrated into the curriculum, and which teaching activities can it support?

First, consider the learning progression students follow in this laboratory:

Stage One

Foundations: Begin with disassembly, soldering, assembly, and basic flight to understand drone hardware architecture and system composition.

Stage Two

Flight-control development: Work with open-source flight-control systems such as APM and PX4, learning how to use firmware, tune parameters, and understand the basics of source code.

Stage Three

Autonomous control: Use ROS, MAVROS, and Offboard mode to practice autonomous takeoff and landing, waypoint flight, and ground-computer control.

Stage Four

Engineering research: Integrate sensors and develop algorithms for SLAM mapping, path planning, and object recognition.

Stage Five

Advanced applications: Combine algorithm validation, research projects, competitions, and industry applications to complete more comprehensive engineering projects.

From assembly and disassembly through flight-control development and then autonomous control and algorithm research, the courses form a continuous progression. As students advance to each new stage, the capabilities of the equipment advance with them.

03

How Should the Drone Fleet Be Configured?

Some proposals appear to include plenty of aircraft, but closer inspection shows that every unit is the same model with the same configuration. Students then use the same aircraft from their first year through their fourth: their abilities grow, but the equipment does not, and it is eventually left idle.

The drone lineup in this solution was not assembled simply to increase the unit count. Each model has a specific teaching purpose and place in the curriculum, creating a natural progression from entry-level to advanced work.

Fundamentals

Z410

The Z410 uses an APM open-source flight controller. Its open-frame construction makes the wiring and relationships among modules easy to see, making it suitable for disassembly, soldering, learning system architecture, and basic flight training. Students can directly observe how the flight controller, ESCs, motors, and power module are connected on the airframe.

F410

The F410 uses a PX4 flight controller and can be used for parameter tuning, ground-control-station operation, and comparison of flight-control systems. Exposure to both APM and PX4 at the introductory stage helps students understand early on how open-source flight-control systems differ in their tools, interfaces, and operating methods.

Autonomous Development

After completing basic flight-control training, students move on to the P450 Sunrise platform. This platform adds an onboard computer and comes with ROS and MAVROS preinstalled, enabling Offboard-mode takeoff, waypoint flight, and ground-computer programming. At this stage, the focus shifts from parameter tuning to autonomous-flight code development.

Research and Competitions

As students enter the upper undergraduate years and graduate study, their laboratory assignments become more specialized. Indoor GPS-denied navigation, visual obstacle avoidance, LiDAR-based obstacle avoidance, outdoor inspection, and target tracking each place different demands on airframe size, sensor combinations, and onboard computing power.

In addition to the P450 Sunrise platform, the laboratory includes several engineering training platforms:

SU17: Equipped with a MID-360 LiDAR and a quad-lens depth camera for indoor SLAM navigation and path planning;

P450: Equipped with a depth camera, LiDAR, and a high-performance Orin NX onboard computer for visual and LiDAR-based obstacle avoidance;

P600: Uses a larger wheelbase, a zoom gimbal, and Level 6 wind resistance for outdoor target tracking and recognition.

Faculty members and students can select equipment according to the project: a LiDAR platform for indoor navigation, a depth-camera and high-compute platform for obstacle-avoidance research, and a large-wheelbase platform with a zoom gimbal for outdoor tracking. This equipment mix more closely reflects real projects while also supporting competitions, algorithm validation, and thesis experiments.

04

Once the Equipment Arrives on Campus, How Can It Be Put to Use Quickly?

Whether the laboratory can begin running courses smoothly depends on several post-delivery tasks: how the site is arranged, whether the software environment runs reliably, whether the equipment has been fully integrated and commissioned, and whether faculty members are familiar with its operation. If any one of these areas is not handled properly, the laboratory's ongoing operating costs will increase.

AMOVLAB's delivery scope includes:

Plan functional zones and equipment configurations around the teaching objectives;

Supply the drones, workstations, and supporting tools;

Set up the simulation environment and complete hardware-software integration and commissioning;

Send engineers to the campus to train faculty members in equipment operation and course-delivery procedures.

The laboratory is now in routine use. Students disassemble and assemble drones, tune parameters, and write code, then deploy their programs to physical aircraft for validation before moving on to algorithm experiments.