首页|面向无人驾驶车避障的光跳频激光雷达探测目标智能主动跟踪方法

面向无人驾驶车避障的光跳频激光雷达探测目标智能主动跟踪方法

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无人驾驶车避障主动跟踪方法在与激光雷达目标融合的过程中,受激光雷达光跳频信号散射作用的影响,信号回波接收精度出现严重偏差,导致避障跟踪稳定性及其精准度均出现不同程度降低,严重威胁无人驾驶车辆行驶安全.为解决此问题,从激光雷达目标跟踪技术入手,首先建立雷达目标跟踪模型,确定优化目标系数;接着对光跳频激光雷达探测信号进行扰动优化,修正扰动偏差数据及其参量;最后通过避障目标的主动跟踪数据对优化数据进行合成,整理收尾数据输出效果.对提出方法进行仿真测试,结果表明其各项性能均符合设计预期设定标准,满足实际应用与推广的相关要求,具有广阔的发展前景.
Intelligent active tracking method of optical frequency hopping lidar detection target for obstacle avoidance in driverless car
The existing driverless car obstacle avoidance active tracking method in the process of fusion with laser radar target is af-fected by the laser radar optical frequency hopping signal scattering,in the signal echo reception accuracy appear serious deviation,lead-ing to decreased obstacle avoidance tracking stability,and causing a serious threat to driverless car driving safety.To solve this problem,starting from the lidar target determination,the optimized target coefficient is established,the disturbance signal is optimized,the dis-turbance deviation data and its parameters are corrected,and the optimized data with the finishing data output effect are synthesized.The simulation test of the proposed method shows that its various performance meets the design expectation setting standard,the relevant re-quirements of practical application and method promotion are satisfied,and the method appears a broad development prospect.

driverless caroptical frequency hoppinglidaractive tracking

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芜湖职业技术学院电气与自动化学院,安徽芜湖 241006

无人驾驶车 光跳频 激光雷达 主动跟踪

校级教学质量与教学改革工程项目(2021)校级科研项目(2022)

芜职院[2021]114号Wzykytd202212

2024

河南工程学院学报(自然科学版)
河南工程学院

河南工程学院学报(自然科学版)

影响因子:0.26
ISSN:1674-330X
年,卷(期):2024.36(1)
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