Beginner score
48/100
Competition workspace
适合已有C语言嵌入式开发基础，并能处理矩阵运算与状态空间模型的开发者或小队。尤其适合做过定点化、低主频平台性能优化，或了解扩展卡尔曼滤波与在线优化控制的人；参赛可个人或最多5人组队，但须以个人名义参赛。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
48/100
Learning value
60/100
Estimated effort
12-40 hours
Metric
Official scoring is published on the Op…
适合已有C语言嵌入式开发基础，并能处理矩阵运算与状态空间模型的开发者或小队。尤其适合做过定点化、低主频平台性能优化，或了解扩展卡尔曼滤波与在线优化控制的人；参赛可个人或最多5人组队，但须以个人名义参赛。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
C语言嵌入式开发
定点数运算
矩阵算法优化
扩展卡尔曼滤波
状态空间建模
嵌入式性能分析
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点是把完整的矩阵功能包和扩展卡尔曼滤波/在线滚动优化控制真正部署到指定嵌入式平台，同时满足严格实时性。除功能实现外，还要自行优化稀疏化、定点化或模型降阶，并控制开源算法引用比例；决赛中性能未达要求或引用率超限均不得获奖。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
How to learn feature engineering, validation, and competition workflow without heavy hardware.
No GPU? Pick Competitions That Still Teach You Good HabitsUse these fields to make a quick decision before you dive deeper.
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Rules, files, submission details, and the live deadline still come from the official page.
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Official metric is not published on the OpenAtom competition listing; verify scoring on the competition page.
reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.