Further Application of Pitch Independent Laser Doppler Velocimeter in Land Vehicle Autonomous Navigation

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Vehicular Technology Pub Date : 2025-03-12 DOI:10.1109/TVT.2025.3546606
Zhiyi Xiang;Qi Wang;Rong Huang;Shilong Jin;Xiaoming Nie;Jian Zhou
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Abstract

The strapdown inertial navigation system (SINS) and pitch-independent laser Doppler velocimeter (PI-LDV) integration represents a traditional navigation architecture. However, its effectiveness in obtaining precise altitude measurements remains constrained by the PI-LDV's inherent limitation of providing only one-dimensional velocity information. This study addresses this limitation by using the optical path structure of the PI-LDV to construct a frame capable of providing two-dimensional velocity information. To achieve this objective, two innovative integration methods are proposed: a SINS/PI-LDV loosely coupled integration method and a SINS/PI-LDV tightly coupled integration method, both of which consider the influence of potential laser beam fluctuations. Furthermore, a displacement increment measurement model is developed for the SINS/PI-LDV integrated navigation system to maximize the utilization efficiency of PI-LDV measurements while reducing the impact of sensor noise and outliers. The effectiveness of the proposed methods is rigorously validated through a comprehensive series of experimental tests, including: 1) extended-duration, long-distance tests using high-precision inertial measurement units (IMUs); 2) short-duration, limited-range evaluations using high-precision IMUs; and 3) two additional long-distance verification experiments using both high-precision and medium-precision IMUs. Experimental results demonstrate that the proposed method significantly outperforms traditional methods, particularly in height accuracy. Notably, the performance advantages become more pronounced when implementing the SINS/PI-LDV integrated navigation system with medium-precision IMUs, suggesting enhanced practical applicability in cost-sensitive applications.
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非俯仰激光多普勒测速仪在陆地车辆自主导航中的进一步应用
捷联惯导系统(SINS)和不依赖俯距的激光多普勒测速仪(PI-LDV)相结合是一种传统的导航结构。然而,PI-LDV只能提供一维速度信息的固有限制仍然制约了它在获得精确高度测量方面的有效性。本研究通过使用PI-LDV的光路结构来构建能够提供二维速度信息的框架,从而解决了这一限制。为了实现这一目标,提出了两种创新的集成方法:SINS/PI-LDV松耦合集成方法和SINS/PI-LDV紧耦合集成方法,这两种方法都考虑了潜在激光束波动的影响。在此基础上,建立了SINS/PI-LDV组合导航系统的位移增量测量模型,以最大限度地提高PI-LDV测量的利用效率,同时降低传感器噪声和离群值的影响。通过一系列全面的实验测试,严格验证了所提出方法的有效性,包括:1)使用高精度惯性测量单元(imu)进行长时间、长距离测试;2)使用高精度imu进行短时间、有限范围的评估;3)利用高精度和中精度imu进行两次远程验证实验。实验结果表明,该方法明显优于传统方法,特别是在高度精度方面。值得注意的是,当使用中精度imu实现SINS/PI-LDV组合导航系统时,性能优势变得更加明显,这表明在成本敏感的应用中增强了实际适用性。
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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