文件列表:

SECURITY.md (389, 2023-12-20)
license.txt (1490, 2023-12-20)
megatrends/ (0, 2023-12-20)
megatrends/Artificial Intelligence.md (18380, 2023-12-20)
megatrends/Autonomous Vehicles.md (17329, 2023-12-20)
megatrends/Big Data.md (3213, 2023-12-20)
megatrends/Computational Finance.md (1474, 2023-12-20)
megatrends/Computer Vision.md (10691, 2023-12-20)
megatrends/Drones.md (8546, 2023-12-20)
megatrends/Industry 4.0.md (2440, 2023-12-20)
megatrends/Robotics.md (16037, 2023-12-20)
megatrends/Sustainability and Renewable Energy.md (13555, 2023-12-20)
megatrends/Wireless Communication.md (4617, 2023-12-20)
projects/ (0, 2023-12-20)
projects/3D Virtual Test Track for Autonomous Driving/ (0, 2023-12-20)
projects/Aggressive Maneuver Stabilization for a Minidrone/ (0, 2023-12-20)
projects/Aggressive Maneuver Stabilization for a Minidrone/student submissions/ (0, 2023-12-20)
projects/Aggressive Maneuver Stabilization for a Minidrone/student submissions/project-230/ (0, 2023-12-20)
projects/Aggressive Maneuver Stabilization for a Minidrone/student submissions/submissions.md (818, 2023-12-20)
projects/Applying Machine Learning for the Development of Physical Sensor Models in Game Engine Environment/ (0, 2023-12-20)
projects/Augmented Reality for Architecture/ (0, 2023-12-20)
projects/Automatically Segment and Label Objects in Video/ (0, 2023-12-20)
projects/Autonomous Navigation for Vehicles in Rough Terrain/ (0, 2023-12-20)
projects/Autonomous Navigation for Vehicles in Rough Terrain/student submissions/ (0, 2023-12-20)
projects/Autonomous Navigation for Vehicles in Rough Terrain/student submissions/Autonomous-Nav-Rough-Terrain/ (0, 2023-12-20)
projects/Autonomous Vehicle Localization Using Onboard Sensors and HD Geolocated Maps/ (0, 2023-12-20)
projects/Battery Pack Design Automation/ (0, 2023-12-20)
projects/Behavioral Modelling of Phase-Locked Loop using Deep Learning Techniques/ (0, 2023-12-20)
projects/Behavioral Modelling of Phase-Locked Loop using Deep Learning Techniques/DeepLearningModel.png (29649, 2023-12-20)
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# MATLAB and Simulink Challenge Projects **Contribute to the progress of engineering and science by solving key industry challenges!** Are you looking for a design or research project idea with real industry relevance and societal impact? Explore this list of challenge projects to learn about technology trends, gain practical skills with MATLAB and Simulink, and make a contribution to science and engineering. Even more, you gain official recognition for your problem-solving skills from technology leaders at MathWorks and rewards upon project completion! If you are new to MATLAB and Simulink or want to learn more, discover [this comprehensive repository of resources for students](https://github.com/mathworks/awesome-matlab-students) ## How to participate :point_down: Make the results of your work open and accessible to receive a certificate and endorsements from MathWorks research leads. Let us know your intent to complete one of these projects by completing the project sign-up form accessible from the project’s description page and we will send you more information about the project and recognition awards. For more information about the program and how to submit your solution, please visit our [wiki page](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/wiki). If you are industry or faculty and interested in further information, to provide feedback, or to nominate a new project, contact us [here](https://www.mathworks.com/academia/student-challenge/mathworks-excellence-in-innovation-contact-us.html). ### **_NEW_ [Sustainability and Renewable Energy Challenge](https://www.mathworks.com/academia/student-challenge/sustainability-and-renewable-energy-challenge-2023.html)!** :sun_with_face: _We are excited to announce the MathWorks Sustainability and Renewable Energy Challenge! We invite you to submit innovative solutions to environmental challenges related to sustainability and renewable energy. By participating, you have the opportunity to **win up to $1000**. Visit this **[page](https://www.mathworks.com/academia/student-challenge/sustainability-and-renewable-energy-challenge-2023.html)**_ to learn more about the challenge and how to participate ## Projects by technology trends :file_cabinet: - [Artificial Intelligence](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Artificial%20Intelligence.md) - [Autonomous Vehicles](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Autonomous%20Vehicles.md) - [Big Data](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Big%20Data.md) - [Computer Vision](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Computer%20Vision.md) - [Computational Finance](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Computational%20Finance.md) - [Drones](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Drones.md) - [Industry 4.0](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Industry%204.0.md) - [Robotics](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Robotics.md) - [Sustainability and Renewable Energy](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Sustainability%20and%20Renewable%20Energy.md) - [Wireless Communication](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Wireless%20Communication.md) ## All projects :file_folder: *Updated: April 26, 2023*

	Cone Detection for Formula Student Driverless Competition Develop a cone detection algorithm for Formula Student Driverless competition. Impact: Enable accurate detection for autonomous racing cars. Expertise gained: Autonomous Vehicles, Computer Vision, Deep Learning, Modeling and Simulation
	Multi-UAV Path Planning for Urban Air Mobility Develop a path planning algorithm for multiple drones flying in an urban environment. Impact: Contribute to advancing drone applications in UAM and revolutionizing the logistic industry. Expertise gained: Autonomous Vehicles, Drones, Robotics, Multi-agent System, Optimization, Sensor Fusion and Tracking, UAV, Modeling and Simulation
	Energy Management for a 2-Motor BEV using Model-Predictive Control Develop a Model-Predictive Control algorithm to optimally distribute torque in a 2-motor Battery Electric Vehicle (BEV) powertrain. Impact: Reduce energy consumption while maintaining best motor performance. Expertise gained: Sustainability and Renewable Energy, Automotive, Control, Electrification, Modeling and Simulation
	Classify RF Signals Using AI Use deep learning to classify wireless signals and perform real-world testing with software defined radios. Impact: Help to mitigate the ever-increasing RF interference problem in the developed world. Expertise gained: Wireless Communication, Artificial Intelligence, Deep Learning, Image Processing, Machine Learning, Neural Networks, Software-defined Radio Endorsed by:
	Deep Image Prior for Inverse Problems in Imaging Use the Deep Image Prior to solve inverse problems in imaging. Impact: Implement the Deep Image Prior to provide high-quality solutions to inverse problems in imaging that are ubiquitous in industry. Expertise gained: Artificial Intelligence, Computer Vision, Deep Learning, Image Processing, Machine Learning, Neural Networks, Optimization, Signal Processing
	Simulink Hearing Aid Develop a hearing aid simulation in Simulink. Impact: Improve hearing aid simulation and create a testbed for new audio processing algorithm prototyping. Expertise gained: Signal Processing, Audio, Modeling and Simulation
	Music Composition with Deep Learning Design and train a deep learning model to compose music. Impact: Generative music models can be used to create new assets on demand. Expertise gained: Artificial Intelligence, Deep Learning, Machine Learning, Neural Networks, Audio
	Carbon Neutrality a CO2 emission model from historical data and create a plan to achieve carbon neutrality in the future. Impact: Set up a strategy for carbon neutrality and consolidate the international collaboration. Expertise gained: Computational Finance, Sustainability and Renewable Energy, Modeling and Simulation, Machine Learning
	Augmented Reality for Architecture Develop an augmented reality system to enhance a photo or video of a 2D architectural floor plan printed on paper with a virtual 3D representation of the structure. Impact: Develop a proof-of-concept augmented reality system to aid in architectural design. Expertise gained: Computer Vision, Image Processing, Sensor Fusion and Tracking
	Top Quark Detection with Deep Learning and Big Data Develop a predictive classifier model able to discriminate jets produced by top quark decays from the background jets Impact: Reduce the interference of background jets and help the discovery of new fundamental physics Expertise gained: Artificial Intelligence, Big Data, Deep Learning, Physics
	Energy-Optimal Trajectory Planning for Multirotor Drones Develop a trajectory planning for multirotor drones that minimizes energy consumption. Impact: Increase mission time of multirotor drones. Expertise gained: Drones, Robotics, Autonomous Vehicles, Electrification, Modeling and Simulation, Optimization, UAV
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