Robotaxi平臺(tái)??? ???
1.1??? 全息感知系統(tǒng)??? 視覺(jué)感知組件、毫米波雷達(dá)感知組件??? ??? ??? ??? ???
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1.2??? 邊緣計(jì)算系統(tǒng)??? 計(jì)算單元組件，計(jì)算單元搭載車路協(xié)同算法支持高幀率、高分辨率視頻數(shù)據(jù)、點(diǎn)云數(shù)據(jù)的實(shí)時(shí)處理，并提供BIE邊緣框架、通信管理、安全管理、OTE等功能??? ??? ??? ??? ???
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1.3??? V2X多模通信系統(tǒng)??? LTE-V2X通訊組件、L4自動(dòng)駕駛網(wǎng)聯(lián)通信??? ??? ??? ??? ???
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1.4??? 高精地圖??? ??? 外業(yè)采集、預(yù)處理、數(shù)據(jù)生產(chǎn)、數(shù)據(jù)發(fā)布??? ??? ??? ??? ???
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1.5??? 運(yùn)控服務(wù)管理平臺(tái)??? 運(yùn)控基礎(chǔ)平臺(tái)、可視化大屏、運(yùn)控平臺(tái)、數(shù)據(jù)交換平臺(tái)???
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運(yùn)營(yíng)安全??? ???

3.1??? 車機(jī)軟件??? ①嵌入式二進(jìn)制文件軟件安全檢測(cè)（CVE，CWE漏洞檢測(cè)）②軟件第三方組件漏洞掃描 ③APP安全檢測(cè)（靜態(tài)檢測(cè)）??? ??? ??? ??? ???
3.2??? 車載通信??? ①GPS協(xié)議 ②HTTP協(xié)議③TLS協(xié)議 ④藍(lán)牙⑤MQTT協(xié)議 ⑥WIFI??? ??? ??? ??? ???
3.3??? 車內(nèi)智能終端①系統(tǒng)安全啟動(dòng) ②系統(tǒng)軟件加固③系統(tǒng)漏洞檢查 ④系統(tǒng)提權(quán)檢測(cè)⑤系統(tǒng)更新檢測(cè) ⑥端口掃描⑦服務(wù)探測(cè) ⑧密碼爆破⑨服務(wù)漏洞掃描 ⑩入侵檢測(cè)功能驗(yàn)證（國(guó)六）??? ??? ??? ??? ???
3.4??? 車內(nèi)總線??? ①CAN總線模糊測(cè)試 ②CAN總線逆向分析③CAN總線重放測(cè)試 ④CAN總線拒絕服務(wù)⑤UDS協(xié)議測(cè)試??? ??? ??? ??? ???
3.5??? 硬件安全??? ①UART調(diào)試口調(diào)試 ②JTAG調(diào)試口調(diào)試③USB接口探測(cè) ④芯片固件提取??? ??? ??? ??? ???
3.6??? 數(shù)據(jù)安全①密鑰明文存儲(chǔ) ②硬編碼③敏感數(shù)據(jù)明文傳輸 ④數(shù)據(jù)加密算法檢測(cè)（國(guó)六）??? ??? ??? ??? ???


數(shù)據(jù)電池安全監(jiān)控???
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5.1??? 準(zhǔn)確監(jiān)測(cè)??? ??? ??? ???
5.2??? 精確評(píng)估??? ??? ??? ???
5.3??? 高效管理???

人機(jī)工程???
6.1??? 測(cè)量方法??? ??? ??? ???
6.2??? 模型工作方法??? ??? ??? ???
6.3??? 統(tǒng)計(jì)調(diào)查方法??? ??? ??? ???
6.4??? 實(shí)驗(yàn)數(shù)據(jù)的處理分析方法??? ??? ??? ???
6.5??? 人因問(wèn)題介紹

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元宇宙
7.1??? 擴(kuò)展現(xiàn)實(shí)技術(shù)
7.2??? 數(shù)字孿生
7.3??? 用區(qū)塊鏈來(lái)搭建經(jīng)濟(jì)體系

以太網(wǎng)下發(fā)信號(hào)
8.1??? 標(biāo)準(zhǔn)以太網(wǎng)??? ??? ??? ???
8.2??? 快速以太網(wǎng)??? ??? ??? ???
8.3??? 千兆以太網(wǎng)??? ??? ??? ???
8.4??? 萬(wàn)兆以太網(wǎng)??? ??? ??? ???
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充電樁網(wǎng)聯(lián)模型??? ???
9.1??? 電動(dòng)汽車充電樁??? ??? ??? ???
9.2??? 集中器??? ??? ??? ???
9.3??? 電池管理系統(tǒng)系統(tǒng)(BMS)??? ??? ??? ???
9.4??? 充電管理服務(wù)平臺(tái)??? ??? ??? ??? ??? ??? ??? ??? ??? ??? ???
?? ???? ??? ??? ??? ??? ??? ??? ??? ??? ??? ??? ???
電池銀行搭建，業(yè)務(wù)運(yùn)營(yíng)管理
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10.1??? 標(biāo)準(zhǔn)的PACK??? ???
10.2??? 充電行業(yè)現(xiàn)狀分析
10.3??? 政府換電模式服務(wù)??? ??? ??? ???
10.4??? 車電分離殘值損耗??? ??? ??? ???
10.5??? 充電站，換電站，電池銀行的演進(jìn)趨勢(shì)??? ??? ??? ???
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智能網(wǎng)關(guān)，硬件??? ???
11.1??? CAN(FD) 最多16路??? ??? ??? ??? ???
11.2??? 100Base-T1最多11路??? ??? ??? ??? ???
11.3??? 1000Base-T1最多3路??? ??? ??? ??? ???
11.4??? 國(guó)密算法??? 支持(SM2/3/4/9)??? ??? ??? ??? ???
11.5??? 性能??? 強(qiáng)(R5@800M+A55@1.4G)??? ??? ??? ??? ???
11.6??? 主芯片??? G9X(國(guó)產(chǎn) 芯馳)??? ??? ??? ??? ???


視覺(jué)技術(shù)??? ??? 12.1??? 特征提取，CNN，有監(jiān)督的機(jī)器學(xué)習(xí)和轉(zhuǎn)移學(xué)習(xí)。??? ??? ??? ???
?? ???? 12.2??? TensorRT的模型優(yōu)化??? ??? ??? ???
?? ???? 12.3??? Pytorch的模型優(yōu)化??? ??? ??? ???
?? ???? 12.4??? OpenCV,GPU+CUDA??? ??? ??? ???
?? ???? 12.5??? 人臉識(shí)別，動(dòng)作捕捉，動(dòng)作遷移，視覺(jué)三維重構(gòu)及測(cè)量。??? ??? ??? ???
?? ???? 12.6??? IMU姿態(tài)與多傳感器融合??? ??? ??? ???
AGV??? ??? 13.1??? 物流上位調(diào)度系統(tǒng)??? ??? ??? ???
?? ???? 13.2??? AGV地面控制系統(tǒng)??? ??? ??? ???
?? ???? 13.3??? 車載(單機(jī))控制系統(tǒng)??? ??? ??? ???
?? ???? 13.4??? 導(dǎo)航/導(dǎo)引系統(tǒng)??? ??? ??? ???
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農(nóng)業(yè)車聯(lián)??? ??? 14.1??? 監(jiān)測(cè)系統(tǒng)??? ??? ??? ???
?? ???? 14.2??? 中控系統(tǒng)??? ??? ??? ???
?? ???? 14.3??? 智能駕駛系統(tǒng)??? ??? ??? ???
?? ???? 14.4??? ??? ??? ??? ???
客車安全系統(tǒng)??? ??? 15.1??? ABS??? ??? ??? ???
?? ???? 15.2??? EBD??? ??? ??? ???
?? ???? 15.3??? TCS??? ??? ??? ???
?? ???? 15.4??? ESP??? ??? ??? ???
?? ???? 15.5??? EBA??? ??? ??? ???
能源大數(shù)據(jù)運(yùn)維??? ??? 16.1??? 建模??? ??? ??? ???
?? ???? 16.2??? 大數(shù)據(jù)采集??? ??? ??? ???
?? ???? 16.3??? 云計(jì)算??? ??? ??? ???
?? ???? 16.4??? 中控系統(tǒng)??? ??? ??? ???
?? ???? 16.5??? 配電、用電管理??? ??? ??? ???
數(shù)字化工廠??? ??? 17.1??? 數(shù)字化建模??? ??? ??? ???
?? ???? 17.2??? 工藝仿真??? ??? ??? ???
?? ???? 17.3??? 數(shù)據(jù)采集??? ??? ??? ???
?? ???? 17.4??? 數(shù)據(jù)分析??? ??? ??? ???
?? ???? 17.5??? 通訊集成??? ??? ??? ???
?? ???? 17.6??? 標(biāo)準(zhǔn)化體系和運(yùn)營(yíng)??? ??? ??? ???
生命重編程技術(shù)??? ??? 18.1??? 座艙技術(shù)??? ??? ??? ???
?? ???? 18.2??? 香氛系統(tǒng)??? ??? ??? ???
?? ???? 18.3??? 設(shè)備互聯(lián)??? ??? ??? ???
?? ???? 18.4??? 循環(huán)運(yùn)營(yíng)??? ??? ??? ???
?? ???? 18.5??? ??? ??? ??? ???
虛擬數(shù)字人??? ??? 19.1??? 計(jì)算機(jī)視覺(jué)??? ??? ??? ???
?? ???? 19.2??? 語(yǔ)音合成??? ??? ??? ???
?? ???? 19.3??? 人機(jī)交互??? ??? ??? ???
?? ???? 19.4??? AR/VR??? ??? ??? ???
?? ???? 18.5??? 3D全息??? ??? ??? ???
數(shù)字孿生??? ??? 20.1??? 物理模型??? ??? ??? ???
?? ???? 20.2??? 結(jié)構(gòu)化的健康管理??? ??? ??? ???
?? ???? 20.3??? 高性能計(jì)算??? ??? ??? ???
?? ???? 20.4??? 3D可視化建圖??? ??? ??? ???
?? ???? 20.5??? ??? ??? ??? ???
車載游戲??? ??? 21.1??? 車載游戲的市場(chǎng)趨勢(shì)??? ??? ??? ???
?? ???? 21.2??? 單機(jī)小游戲的制作及開(kāi)發(fā)工具的使用??? ??? ??? ???
?? ???? 21.3??? 互動(dòng)游戲的制作-體感??? ??? ??? ???
?? ???? 21.4??? 互動(dòng)游戲的制作-元宇宙游戲??? ??? ??? ???
?? ???? 21.5??? 游戲的發(fā)布??? ??? ??? ???
車載系統(tǒng)??? ??? 22.1??? 車載監(jiān)控系統(tǒng)??? ??? ??? ???
?? ???? 22.2??? 車載GPS定位系統(tǒng)??? ??? ??? ???
?? ???? 22.3??? 車載信息娛樂(lè)系統(tǒng)??? ??? ??? ???
?? ???? 22.4??? 5G車載系統(tǒng)??? ??? ??? ???
?? ???? 22.5??? 結(jié)合阿里云OS的案例講解（安卓）??? ??? ??? ???
數(shù)據(jù)治理??? ??? 23.1??? 元數(shù)據(jù)管理??? ??? ??? ???
?? ???? 24.1??? 數(shù)據(jù)標(biāo)準(zhǔn)管理??? ??? ??? ???
?? ???? 25.1??? 數(shù)據(jù)質(zhì)量管理??? ??? ??? ???
?? ???? 26.1??? 數(shù)據(jù)集成管理??? ??? ??? ???
?? ???? 27.1??? 數(shù)據(jù)資產(chǎn)管理??? ??? ??? ???
?? ???? 28.1??? 數(shù)據(jù)安全管理??? ??? ??? ???
?? ???? 29.1??? 數(shù)據(jù)生命周期管理??? ??? ??? ???
?? ???? 30.1??? 主數(shù)據(jù)管理