MATLAB Engineering Project Ideas

获得实践经验，并为工程和科学的进步做出贡献，同时使用MATLAB和SIMULINK在您的顶峰或最后一年项目或硕士论文主题中。万博1manbetx

Technology Trends

Find project ideas that align with a specific technology.

Featured Project Ideas

回顾研究和设计MATLAB项目思想的样本，并受到启发以解决具有挑战性的行业问题。
See the complete project list and find out how to get started.

Satellite Collision Avoidance

Model satellites in low Earth orbit (LEO) to identify conjunctions and prevent collisions with space debris while maintaining orbital requirements.

影响
Contribute to the success of satellite mega-constellations and improve the safety of the LEO environment.

获得了专业知识
自动驾驶汽车，航空航天，卫星，控制，建模和模拟

用于建模和预测流量方案的流量数据分析

Analyze real-world traffic data to understand, model, and predict human driving trajectories.

影响
有助于自动驾驶技术和智能运输研究。

获得了专业知识
Big Data, Autonomous Vehicles, Support Vector Machines, Machine Learning, Deep Learning, Automotive

Smart Watering System with Internet of Things

使用物联网和低成本硬件开发智能植物水系统。

影响
最大程度地减少过度用水在农业中的负面影响，并保留水资源。

获得了专业知识
Sustainability and Renewable Energy, Artificial Intelligence (AI), Internet of Things (IoT), Low-Cost Hardware, Deep Learning, Cloud Computing

Machine Learning for Motor Control

Enhance the performance and product quality required to develop a motor control application.

影响
Contribute to the global transition to smart manufacturing and electrification.

获得了专业知识
人工智能（AI），控制，机器学习，强化学习，汽车

Flight Controller Design and Hardware Deployment

构建迷你无人机，并使用PX4硬件支持软件包使用Simulink设计飞行控制器。万博1manbetx万博1manbetx

影响
Expedite unmanned aerial vehicle design and assembly with Model-Based Design.

获得了专业知识
Drones, Autonomous Vehicles, Control, Low-Cost Hardware, Unmanned Aerial Vehicles (UAVs)

便携式电动汽车的充电系统s

为电动汽车设计便携式充电器。

影响
Help make electric vehicles more reliable for general use.

获得了专业知识
可持续性和可再生能源，控制，电气化，建模和仿真

仓库机器人模拟

模拟多机器人交互，以进行有效的算法设计和仓库操作。

影响
Advance the automation of warehouse applications and reduce associated time and energy consumption.

获得了专业知识
自动驾驶汽车，机器人技术，人机互动，人形机器人，移动机器人

Synthetic Aperture Radar Simulator

Develop a lightweight synthetic aperture radar (SAR) raw data simulator.

影响
加速SAR成像系统的设计，并减少其空中和地面应用开发的时间和成本。

获得了专业知识
自动驾驶汽车，汽车，自动水下车辆（AUV），图像处理，信号处理，雷达处理

Optimization of Large Antenna Arrays for Astronomical Applications

设计一个大型天线阵列并优化其多个设计变量以实现所需的传输/接收特性。

影响
Advance long-distance communications capabilities for astronomical applications.

获得了专业知识
5G, Smart Antennas, Wireless Communications, Optimization

绿色氢产生

Develop a model of a reversible fuel cell integrated into a renewable-energy microgrid structure.

影响
Contribute to the global transition to zero-emission energy sources through the production of hydrogen from clean sources.

获得了专业知识
Sustainability and Renewable Energy, Electrification, Digital Twins, Modeling and Simulation

使用机器学习的风力涡轮机预测维护

通过使用机器学习为预测维护模型提供信息，提高风力涡轮机的可靠性。

影响
为为世界提供可靠的绿色能源做出贡献。

获得了专业知识
行业4.0，可持续性和可再生能源，机器学习，电气化，建模和仿真，预测维护，风力涡轮机

Deep Learning for UAV Infrastructure Inspection

Automate the process of infrastructure inspection using UAVs and deep learning.

影响
Enhance the safety and speed of infrastructure inspection across a wide range of industries.

获得了专业知识
Computer Vision, Drones, Unmanned Aerial Vehicles (UAVs), Simultaneous Localization and Mapping (SLAM), Deep Learning

用深度学习抑制语音背景噪音

Develop a deep learning neural network for audio background noise suppression.

影响
Advance hearing aid technology through research in speech enhancement and noise suppression and improve the quality of life of persons with a hearing impairment.

获得了专业知识
人工智能（AI），深度学习，神经网络，信号处理

Build a Wireless Communications Link with Software-Defined Radio

通过设计廉价的软件设计的无线电来获得无线通信的实践经验。

影响
发展您自己的无线技术专业知识，并推动这种大型行业和社会方面的前进。

获得了专业知识
5G, Low-Cost Hardware, Modeling and Simulation, Signal Processing, Software-Defined Radio (SDR), Wireless Communications

使用板载传感器和高清地理分配地图的自动驾驶汽车定位

Revolutionize the current transportation system by improving autonomous vehicle localization for Level 5 automation.

影响
为汽车行业和运输系统的进步做出贡献。

获得了专业知识
计算机视觉，机器人技术，自动驾驶汽车，同时定位和映射（SLAM），状态估计，传感器融合和跟踪