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基于激光雷達多源數據融合的路障檢測系統設計
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北方自動(dòng)控制技術(shù)研究所

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Design of roadblock detection system based on lidar multi-source data fusion
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    摘要:

    車(chē)輛行駛模式的改變會(huì )導致道路障礙觀(guān)測盲區的出現,如何在滿(mǎn)足車(chē)輛運行安全的條件下,對道路障礙進(jìn)行快速檢測已經(jīng)成為了一項亟待解決的問(wèn)題。基于此引入激光雷達多源數據融合理論,設計路障檢測系統。利用多源以太網(wǎng)接口電路,提供激光圖像傳感器、路障特征提取分類(lèi)器、TVPS150PBS圖像解碼器所需的應用電子量,再借助可編程邏輯器件,對待融合多源數據進(jìn)行整合,完成基于激光雷達的路障檢測系統硬件方案設計。在此基礎上,規劃雷達工作模式的識別環(huán)境,利用多源異構傳感器設備,對檢測角點(diǎn)特征進(jìn)行提取處理,整合上述所有數據信息,完成雷達脈沖組序列的建模處理,實(shí)現基于激光雷達多源數據融合路障檢測系統的順利應用。實(shí)驗結果表明,與DSP技術(shù)方案相比,激光雷達多源數據融合原理支持下路障檢測系統的觀(guān)測盲區更小,可在滿(mǎn)足車(chē)輛運行安全的條件下,實(shí)現對道路障礙的快速檢測。

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    The change of vehicle driving mode will lead to the occurrence of blind spot of road obstacle observation. How to quickly detect road obstacle under the condition of satisfying the safety of vehicle operation has become an urgent problem to be solved. Based on this, the multi-source data fusion theory of lidar is introduced to design the roadblock detection system. The multi-source Ethernet interface circuit is used to provide the application electronic quantity required by the laser image sensor, the roadblock feature extraction classifier and the TVPS150PBS image decoder. Then, with the help of the programmable logic device, the multi-source fusion data are integrated to complete the hardware design of the roadblock detection system based on lidar. On this basis, the identification environment of radar working mode is planned, and the detection corner features are extracted and processed by using multi-source heterogeneous sensor equipment. All the above data information is integrated to complete the modeling processing of radar pulse sequence, and the smooth application of the roadblock detection system based on lidar multi-source data fusion is realized. The experimental results show that, compared with DSP technology scheme, the roadblock detection system supported by Lidar multi-source data fusion principle has a smaller blind area of observation, and can realize the rapid detection of road obstacles under the condition of meeting the vehicle operation safety.

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劉濤.基于激光雷達多源數據融合的路障檢測系統設計計算機測量與控制[J].,2021,29(10):55-59.

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  • 收稿日期:2021-04-07
  • 最后修改日期:2021-05-14
  • 錄用日期:2021-05-20
  • 在線(xiàn)發(fā)布日期: 2021-11-11
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