Xiaomi Technology

毫米波多模态算法工程师-2027届

Xiaomi Technology  •  Onsite  •  4 hours ago
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Job Description

毫米波多模态算法工程师-2027届

北京

校招

实习

软件研发类

职位描述

  1. 多模态时/空同步标定方案以及实现(解决多传感器感知同步,自动标注问题); 2. 基于微动多普勒特征进行家庭人员识别方案验证(解决遮挡,轨迹交叉后的ID switch问题); 3. 基于MIMO毫米波模组,在家居场景下进行手势/行为的识别(提升家居场景下智能体验); 4.基于MIMO毫米波模组,进行睡眠状态下的生命体征检测,睡眠分期分类,睡眠姿态估计,睡眠障碍推断(解决家居场景下,人的睡眠监测问题)

职位要求

  1. 硕士及以上学历,电子信息、通信工程、计算机科学、自动化等相关专业,博士优先 2. 拥有毫米波雷达算法开发经验(含博士期间研究),熟悉FMCW MIMO雷达全处理链路(从原始ADC到目标语义输出) 3. 熟悉 FMCW雷达测距/测速/测角原理,熟练掌握MIMO虚拟阵列设计与校准、DOA估计算法 4. 深入理解 CFAR(1D/2D)、峰值提取、多普勒中心估计、相位解缠绕等方法 5. 掌握至少一种聚类算法及多目标跟踪框架(Kalman滤波系列、粒子滤波、匈牙利算法) 6. 熟悉点云基本处理(下采样、滤波、分割)及点云特征(例如:局部密度、速度分布、RCS) 7. 具有点云分类/动作识别经验,可独立实现基于传统特征(SVM/随机森林)或深度学习(PointNet、Transformer)的方案 8. 熟练使用 Python + NumPy/SciPy/scikit-learn 或 MATLAB 进行快速原型开发 9. 发表过雷达感知、点云处理、Human Activity Recognition(HAR)等相关领域顶会/顶刊论文优先

投递

Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
Website
mi.com
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