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基于自适应多特征融合的路沿检测与跟踪方法研究 被引量:2
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作者 姜武华 周松林 +2 位作者 王其东 陈无畏 陈佳佳 《汽车工程》 EI CSCD 北大核心 2021年第12期1762-1770,共9页
为减少路沿检测过程中存在的误检和漏检,以三维激光雷达为传感器,提出了一种新的路沿检测与跟踪方法。首先,对点云进行预处理,采用基于距离的滤波器对原始点云中存在的影响特征提取的干扰点进行滤除,以提高路沿点的提取精度,对滤波后的... 为减少路沿检测过程中存在的误检和漏检,以三维激光雷达为传感器,提出了一种新的路沿检测与跟踪方法。首先,对点云进行预处理,采用基于距离的滤波器对原始点云中存在的影响特征提取的干扰点进行滤除,以提高路沿点的提取精度,对滤波后的点云,采用地面平面分段拟合的地面分割方法提取地面点云;然后,利用高度差、平滑度与角度阈值等路沿空间特征,设计了一种自适应多特征融合的路沿点提取算法;其次,针对由障碍物遮挡所造成的部分路沿缺失问题,利用饶-布莱克维尔化粒子滤波跟踪器对路沿点进行跟踪预测;最后,将该方法应用于无人环卫车进行了多工况实验,结果表明该方法能准确地检测出道路的边界信息,有效地减少了路沿点的误检和漏检。 展开更多
关键词 路沿检测 路沿跟踪 地面分割 三维激光雷达
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Development and Control of a Magnetorheological Damper‑Based Brake Pedal Simulator for Vehicle Brake‑by‑Wire Systems 被引量:1
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作者 Daoming Wang Biao Wang +2 位作者 Bin Zi Xianxu Bai wuwei chen 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2022年第6期390-402,共13页
Recent developments have demonstrated that the brake pedal simulator(BPS)is becoming an indispensable apparatus for the break-by-wire systems in future electric vehicles.Its main function is to provide the driver with... Recent developments have demonstrated that the brake pedal simulator(BPS)is becoming an indispensable apparatus for the break-by-wire systems in future electric vehicles.Its main function is to provide the driver with a comfortable pedal feel to improve braking safety and comfort.This paper presents the development and control of an adjustable BPS,using a disk-type magnetorheological(MR)damper as the passive braking reaction generator to simulate the traditional pedal feel.A detailed description of the mechanical design of the MR damper-based BSP(MRDBBPS)is presented in this paper.Several basic performance experiments on the MRDBBPS prototype are conducted.A returnto-zero(RTZ)algorithm is proposed to avoid hysteresis and improve the repeatability of the pedal force.In addition,an RTZ algorithm-based real-time current-tracking controller(RTZRC)is designed in consideration of the response lag of the coil circuit.Finally,an experimental system is established by integrating the MRDBBPS prototype into a selfdeveloped automotive MR braking test bench(AMRBTB),and several control and braking experiments are performed.This research proposes a RTZRC control algorithm which can significantly increase the tracking accuracy of the brake pedal characteristic curve,particularly at a high pedal velocity.Additionally,the designed MRDBBPS prototype can achieve an effective and favorable control of the AMRBTB with a good repeatability. 展开更多
关键词 Brake pedal simulator Magnetorheological damper Return-to-zero algorithm Real-time current-tracking control Experimental evaluation
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Parallel Distributed Compensation/H∞Control of Lane‑keeping System Based on the Takagi‑Sugeno Fuzzy Model
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作者 wuwei chen Linfeng Zhao +1 位作者 Huiran Wang Yangcheng Huang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2020年第4期126-138,共13页
Current research on lane-keeping systems ignores the effect of the driver and external resistance on the accuracy of tracking the lane centerline.To reduce the lateral deviation of the vehicle,a lane-keeping control m... Current research on lane-keeping systems ignores the effect of the driver and external resistance on the accuracy of tracking the lane centerline.To reduce the lateral deviation of the vehicle,a lane-keeping control method based on the fuzzy Takagi-Sugeno(T-S)model is proposed.The method adopts a driver model based on near and far visual angles,and a driver-road-vehicle closed-loop model based on longitudinal nonlinear velocity variation,obtaining the expected assist torque with a robust H∞controller which is designed based on parallel distributed compensation and linear matrix inequality.Considering the external influences of tire adhesion and aligning torque when the vehicle is steering,a feedforward compensation control is designed.The electric power steering system is adopted as the actuator for lane-keeping,and active steering redressing is realized by a control motor.Simulation results based on Carsim/Simulink and real vehicle test results demonstrate that the method helps to maintain the vehicle in the lane centerline and ensures driving safety. 展开更多
关键词 Driver model Lane-keeping system T-S fuzzy model H∞controller Feedforward compensation control
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