{"id":13326,"date":"2026-01-05T23:49:29","date_gmt":"2026-01-06T04:49:29","guid":{"rendered":"https:\/\/blogs.mathworks.com\/student-lounge\/?p=13326"},"modified":"2026-01-06T01:17:20","modified_gmt":"2026-01-06T06:17:20","slug":"from-inspiration-to-grand-prize-how-matlab-helps-you-stand-out-in-electronic-design-competitions","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/student-lounge\/2026\/01\/05\/from-inspiration-to-grand-prize-how-matlab-helps-you-stand-out-in-electronic-design-competitions\/","title":{"rendered":"From Inspiration to Grand Prize: How MATLAB Helps You Stand Out in Electronic Design Competitions"},"content":{"rendered":"<div class=\"rtcContent\">\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Every year, outstanding graduate students from fields such as electronics, communications, computer science, and integrated circuits gather at the <a href=\"https:\/\/cpipc.acge.org.cn\/cw\/hp\/6\" target=\"_blank\" rel=\"noopener\">China Graduate Electronics Design Competition (GEDC)<\/a>.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">There, they tackle cutting-edge technical challenges, receive in-depth guidance from industry mentors, and collaborate with like-minded peers\u2014gaining valuable experience in teamwork and technical development.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">This year, the 20th GEDC successfully concluded in mid-August, with numerous innovative projects standing out. Among them, the teams that received MathWorks Awards focused on advanced fields such as communications, power electronics, and robotics.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">They proposed innovative solutions to address current research hotspots and real-world societal needs. Some of the winning team members are research experts, others are engineering talents, and some started out simply as newcomers curious about electronic design. Yet all of them used MATLAB to accelerate the design and development of their projects, ultimately earning prestigious national-level awards.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">In today&#8217;s blog, let&#8217;s take a closer look at how the winning teams of the <a href=\"https:\/\/cpipc.acge.org.cn\/\/cw\/preview\/6\/2c90801a989e3d330198b2cf8b35247a?sessionid=\" target=\"_blank\" rel=\"noopener\">MathWorks Awards at GEDC<\/a> used MATLAB to ignite their dreams and shape the future!<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<h2 style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">Winning Projects at a Glance<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<h4 style=\"margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\"><span style=\"font-weight: bold;\">Channel Characteristic Modeling and Hardware-in-the-Loop Simulation Integrated Verification System <\/span><span style=\"font-style: italic;\">(&#8220;Leading Goose and Vanguard&#8221; team, Beijing Jiaotong University)<\/span><\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Targeting emerging application scenarios such as 5G\/6G and the industrial internet, the team developed a comprehensive integrated system that combines channel measurement, modeling, and hardware link verification. Leveraging an RFSoC-based multi-phase parallel architecture, the system achieves ultra-wideband channel simulation at 1 GHz.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">The team also introduced an automated modeling platform and high-fidelity channel reproduction for multiple scenarios, supporting various multi-source modeling methods. This greatly enhances the reliability and efficiency of communication testing in complex environments.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">MATLAB was used to implement key algorithms for channel modeling, such as CIR calculation, path loss fitting, and Doppler analysis. Simulink was employed to build link-level simulation models, ensuring a high degree of consistency between channel parameters and hardware behavior.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Channel parameters generated by MATLAB can be seamlessly imported into the FPGA simulator, facilitating collaborative software and hardware development. This significantly accelerated progress on challenging tasks such as 1 GHz ultra-wideband signal processing.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 865px; height: 183px;\" src=\"https:\/\/blogs.mathworks.com\/student-lounge\/files\/2026\/01\/26Jan5_1.png\" alt=\"\" width=\"865\" height=\"183\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">Channel Emulation Simulator and Channel Measurement &amp; Parameter Extraction User Interfaces<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><\/div>\n<h4 style=\"margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\"><span style=\"font-weight: bold;\">Design and Implementation of an Integrated Communication and Remote Sensing Low-Earth Orbit Satellite System<\/span> <span style=\"font-style: italic;\">(&#8220;Xinglian ComSense Squad&#8221; Team, Zhejiang University)<\/span><\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Aiming at the future demands of 6G and space-based information systems, the team innovatively integrated broadband communication and high-resolution remote sensing into a single low-Earth orbit satellite, achieving a deep convergence of communication and remote sensing functions.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">This approach provides new solutions for fields such as emergency rescue and intelligent transportation. The project adopts Orthogonal Delay-Doppler Division Multiplexing (ODDM) waveforms and an integrated transmission protocol, overcoming the limitations of traditional discrete systems. This deep integration significantly enhances the robustness of satellite-to-ground communication and the precision of SAR imaging.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">In this project, MATLAB was used not only to implement complex integrated communication and remote sensing protocols, as well as baseband processing algorithms, but also to fully leverage features such as high-dimensional matrix operations, multithreading, and GPU parallel computing.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">This enabled efficient processing of large-scale data and ensured real-time performance, providing a solid foundation for the high-performance requirements of satellite-to-ground communication and SAR imaging.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 576px; height: 411px;\" src=\"https:\/\/blogs.mathworks.com\/student-lounge\/files\/2026\/01\/26Jan5_2.png\" alt=\"\" width=\"576\" height=\"411\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">Integrated Communication-Sensing LEO Satellite System Prototype, User Interface, and Test Scenarios<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><\/div>\n<h4 style=\"margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\"><span style=\"font-weight: bold;\">Full SiC Multifunctional Photovoltaic Inverter<\/span> <span style=\"font-style: italic;\">(&#8220;EnerVision&#8221; Team, Huazhong University of Science and Technology)<\/span><\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">To address issues such as slow switching speeds and high losses in traditional photovoltaic inverters that use Si-IGBTs, the team innovatively adopted SiC-MOSFETs as the main power devices, achieving leading metrics such as a peak conversion efficiency of 99% and a volumetric power density of 1.5 kW\/L.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">The team introduced several technological innovations, including a low-parasitic silicon carbide power bridge design, lightweight passive filter components, and high-bandwidth differential\/common-mode power flow decoupling control.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">These advancements significantly improved the inverter&#8217;s conversion efficiency, power density, and control performance, providing both theoretical and practical foundations for the development of high-performance domestic photovoltaic inverters.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">During the development of the project, MATLAB and Simulink played a crucial role. The team used MATLAB for double-pulse test data processing and independently developed test scripts, reducing development costs.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">In key stages such as modulation strategy formulation, passive filter component design, and controller parameter tuning, MATLAB\/Simulink was used for loss calculation, parameter optimization, and simulation verification, greatly improving development and debugging efficiency.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">For example, by using MATLAB programming to optimize the filter inductor design, the inductance was reduced by about 30%. With Simulink, the team built a complete system model and combined it with S-Function, increasing controller development efficiency by approximately 30%.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 853px; height: 318px;\" src=\"https:\/\/blogs.mathworks.com\/student-lounge\/files\/2026\/01\/26Jan5_3.png\" alt=\"\" width=\"853\" height=\"318\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">Full SiC Multi-Functional PV Inverter Prototype and Simulink Model<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><\/div>\n<h4 style=\"margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\"><span style=\"font-weight: bold;\">RailGaidian \u2013 Monorail Robot for Clustered Railway Fastener Maintenance in Intelligent Infrastructure<\/span> <span style=\"font-style: italic;\">(&#8220;RailGaidian&#8221; Team, Beijing Jiaotong University)<\/span><\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">To meet the demand for efficient and intelligent maintenance of China&#8217;s vast railway network, the team developed a modular, clustered monorail robot system capable of automatic detection, removal, and replacement of railway fasteners. This greatly enhances the automation and safety of railway maintenance operations, providing strong technological support for the strategy of building a transportation powerhouse.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 806px; height: 246px;\" src=\"https:\/\/blogs.mathworks.com\/student-lounge\/files\/2026\/01\/26Jan5_4.png\" alt=\"\" width=\"806\" height=\"246\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">RailGuardian Robot Operating On a Monorail Track<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">The project achieved several technological breakthroughs in areas such as structural design, 3D points cloud recognition, GPR pressure prediction, and path planning. The team used MATLAB and Simulink for robotic arm dynamics analysis, point cloud data processing, algorithm modeling, and simulation.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: baseline; width: 879px; height: 178px;\" src=\"https:\/\/blogs.mathworks.com\/student-lounge\/files\/2026\/01\/26Jan5_5.png\" alt=\"\" width=\"879\" height=\"178\" \/><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">Robotic Manupulator Dynamics Analysis, Point-cloud Data Processing, and Simulink Modeling &amp; Simulation<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><\/div>\n<h4 style=\"margin: 10px 10px 5px 4px; padding: 0px; line-height: 18px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 15px; font-weight: bold; text-align: left;\"><span style=\"font-weight: bold;\">Smart Swallowing Assistant \u2013 Self-Sensing Multi-Modal Soft Gripper Based on Annular Optical Waveguide <\/span><span style=\"font-style: italic;\">(&#8220;Grab &amp; Learn&#8221; Team, Nanjing University of Information Science &amp; Technology)<\/span><\/h4>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Aimed at applications in industrial automation and medical-assisted surgery, the team innovatively integrated optical waveguide sensors with soft robotic structures, achieving unified actuation and sensing.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Inspired by the physiological movements of sea anemones, the device features three biomimetic working modes: expansion, swallowing, and tactile sensing at the end-effector.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">It can sense the shape, hardness, and roughness of objects in real time and, by combining multimodal signals with machine learning algorithms (such as KNN and LSTM), achieve high-precision intelligent recognition.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">In this project, the team used Simulink to build modules for sensor signal acquisition and pneumatic drive control, while MATLAB was employed for data processing, feature extraction, and machine learning model training.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">They also innovatively implemented real-time radar chart visualization of eight-channel sensor signals, greatly improving experimental efficiency and the intuitiveness of results presentation.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><a href=\"..\\..\\..\\Documents\\Camtasia\\Blog_GEDC2025.mp4\"><img decoding=\"async\" loading=\"lazy\" class=\"imageNode\" style=\"vertical-align: undefined; width: 560px; height: 315px;\" src=\"https:\/\/blogs.mathworks.com\/student-lounge\/files\/2026\/01\/26Jan5_6.png\" alt=\"undefined\" width=\"560\" height=\"315\" \/><\/a><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><\/div>\n<h2 style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">How Did MATLAB Help the Winning Teams?<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">MATLAB played a crucial role in the success of the winning teams by providing a comprehensive platform for algorithm development, data analysis, simulation, and hardware integration.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">During their preparation for the competition, the teams made full use of the following advantages of MATLAB and Simulink:<\/div>\n<ul style=\"margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-size: 14px;\">\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span style=\"font-weight: bold;\">Integrated Development Workflow:<\/span> MATLAB and Simulink cover the entire process from algorithm design, simulation, and data processing to hardware co-debugging, significantly shortening development cycles.<\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span style=\"font-weight: bold;\">High-Performance Parallel Computing: <\/span>Fully leverage GPU acceleration, matrix operations, and multithreading capabilities to meet stringent requirements for real-time and large-scale data processing.<\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span style=\"font-weight: bold;\">Software-Hardware Co-Innovation:<\/span> Support seamless integration between models and hardware, facilitating rapid algorithm deployment and system performance optimization.<\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span style=\"font-weight: bold;\">Powerful Visualization and Debugging Tools:<\/span> Enhance team collaboration efficiency and project presentation, accelerating experimental iteration and problem-solving.<\/li>\n<li style=\"margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap;\"><span style=\"font-weight: bold;\">Abundant Learning Resources and Community Support:<\/span> Official documentation, case studies, and forums provide strong support for team members to quickly get started and tackle challenges.<\/li>\n<\/ul>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">MATLAB &amp; Simulink not only accelerate innovation and enhance engineering implementation capabilities but also inject new momentum into the future development of electronic information industry and intelligent society.<\/div>\n<h2 style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">Insights and Advice from Winning Teams<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">The winning teams not only achieved breakthroughs in technological innovation but also gained valuable experience in learning and applying MATLAB and Simulink. Here are some insights and advice they shared:<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">&#8211; <span style=\"font-weight: bold;\">Beijing Jiaotong University&#8217;s &#8220;Leading Goose and Vanguard&#8221; team<\/span> offered the following advice:<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><span style=\"font-style: italic;\">&#8220;When learning and applying MATLAB and Simulink, we recommend starting with official training, documentation, and case studies. Combine these resources with hands-on practice using the Communications Toolbox, and gradually master script writing, model building, and hardware co-debugging skills through project-driven learning.&#8221;<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">&#8211; <span style=\"font-weight: bold;\">Zhejiang University&#8217;s &#8220;Xinglian ComSense Squad&#8221;<\/span> members shared:<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><span style=\"font-style: italic;\">&#8220;MATLAB has concise syntax, is easy to learn, and offers abundant resources, making it especially suitable for scientific simulation and engineering implementation. We suggest not only focusing on the syntax, but also understanding MATLAB&#8217;s execution mechanisms and its relationship with hardware deployment, such as high-dimensional matrix operations and parallel computing.&#8221;<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\">&#8211;<span style=\"font-weight: bold;\"> Nanjing University of Information Science &amp; Technology&#8217;s &#8220;Grab &amp; Learn&#8221; team<\/span> summarized:<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><span style=\"font-style: italic;\">&#8220;Learning by doing and problem-driven approaches are the most effective ways to master MATLAB. We recommend that beginners deepen their understanding step by step through real projects and make good use of official MATLAB documentation and forum resources. Code standards and model readability are crucial for team collaboration. Future participants should familiarize themselves early with data acquisition and signal processing workflows, and practice with real-world cases as much as possible.&#8221;<\/span><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: center;\"><\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Members of these teams all expressed that the powerful features and rich ecosystem of MATLAB have greatly improved their project development efficiency and research innovation capabilities!<\/div>\n<h2 style=\"margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: bold; text-align: left;\">Empowering Your Innovation Journey with MATLAB &amp; Simulink<\/h2>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Whether you are a research enthusiast, engineering expert, or newcomer to electronic design, MATLAB and Simulink can be your &#8220;best partners&#8221; on the road to innovation.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">They not only provide a strong technical foundation for participating teams, but also serve as important platforms for driving innovation, accelerating engineering practice, and achieving deep integration of industry, academia, and research.<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">With MATLAB and Simulink, you can make team collaboration more efficient, turn your ideas into reality faster, and pave a broader path for your future studies, competitions, and research!<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\">Congratulations to all the winning teams! Now it&#8217;s your turn!<\/div>\n<div style=\"margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: #212121; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left;\"><\/div>\n<\/div>\n<p><script type=\"text\/javascript\">var css = ''; var head = document.head || document.getElementsByTagName('head')[0], style = document.createElement('style'); head.appendChild(style); style.type = 'text\/css'; if (style.styleSheet){ style.styleSheet.cssText = css; } else { style.appendChild(document.createTextNode(css)); }<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img src=\"https:\/\/blogs.mathworks.com\/student-lounge\/files\/2026\/01\/Picture1.png\" class=\"img-responsive attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" \/><\/div>\n<p>Every year, outstanding graduate students from fields such as electronics, communications, computer science, and integrated circuits gather at the China Graduate Electronics Design Competition&#8230; <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/student-lounge\/2026\/01\/05\/from-inspiration-to-grand-prize-how-matlab-helps-you-stand-out-in-electronic-design-competitions\/\">read more >><\/a><\/p>\n","protected":false},"author":183,"featured_media":13327,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6,14,8,13],"tags":[790,791,94,524],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/posts\/13326"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/users\/183"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/comments?post=13326"}],"version-history":[{"count":3,"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/posts\/13326\/revisions"}],"predecessor-version":[{"id":13331,"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/posts\/13326\/revisions\/13331"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/media\/13327"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/media?parent=13326"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/categories?post=13326"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/student-lounge\/wp-json\/wp\/v2\/tags?post=13326"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}