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Energy optimised D* AUV path planning with obstacle avoidance and ocean current environment 能量优化的D* AUV路径规划与避障和洋流环境
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-03-22 DOI: 10.1017/S0373463322000091
Bing Sun, Wei Zhang, Shiqi Li, Xixi Zhu
Abstract For the path planning of autonomous underwater vehicles (AUVs) in the ocean environment, in addition to the planned path length and safe obstacle avoidance, it is also necessary to pay attention to the impact of ocean currents on the planned path. Therefore, this paper improves the original D* algorithm, and adds the obstacle cost item and the steering angle cost item as constraints on the basis of the original cost function, thus ensuring the navigation safety of the AUV. Considering that ocean currents have a greater impact on the energy consumption of AUVs, this paper establishes a cost model for the impact of ocean currents on AUV energy consumption and applies it to the D* path planning algorithm, so that AUVs can use ocean currents to reduce energy consumption, which can be seen through simulation experiments. The simulation results show that the improvement of the algorithm can plan an optimal energy consumption path.
对于自主水下航行器(auv)在海洋环境下的路径规划,除了规划路径长度和安全避障外,还需要考虑洋流对规划路径的影响。因此,本文对原有的D*算法进行了改进,在原有代价函数的基础上增加了障碍物代价项和转向角度代价项作为约束,从而保证了AUV的航行安全。考虑到洋流对AUV的能耗影响较大,本文建立了洋流对AUV能耗影响的成本模型,并将其应用到D*路径规划算法中,使AUV能够利用洋流降低能耗,通过仿真实验可以看出这一点。仿真结果表明,改进后的算法可以规划出最优的能耗路径。
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引用次数: 5
NAV volume 75 issue 2 Cover and Front matter NAV第75卷第2期封面和封面问题
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-03-01 DOI: 10.1017/s0373463322000212
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引用次数: 0
NAV volume 75 issue 2 Cover and Back matter NAV第75卷第2期封面和封底
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-03-01 DOI: 10.1017/s0373463322000200
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引用次数: 0
A method for estimating the number of collision candidates in two waterways – for all intersection angles 一种估计两条水道中所有交叉角的碰撞候选数量的方法
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-02-21 DOI: 10.1017/S0373463321000898
F. Kaneko
Abstract Estimating the collision frequency of ships (F) is important for assessing collision risk on waterways. To date, F has been estimated as the product of the number of collision candidates $({N_{a }})$ and the causation probability $({P_c})$: $F = {N_{a}} cdot {P_c}$, where ${N_{a }}$ represents the number of collisions that occur when related ships continue on course with no intervention, and ${P_c}$ is the probability that collision avoidance fails. Fujii developed a general method and Pedersen formulated it to estimate ${N_{a }}$ in an intersectional area. Their method is generally called ‘the geometric method’ because collision candidates are estimated only from the geometric relationship between two ships. The method has been used in many projects to estimate F in waterways; however, its use should be limited to intersection angles ranging from 10° to 170°. This paper presents a method, statistically verified by computer simulation, that can be used at all intersection angles to overcome this limitation. Moreover, it demonstrates strong agreement with Pedersen's method at intersection angles of 10° to 170°.
摘要船舶碰撞频率(F)的估计是航道碰撞风险评估的重要内容。迄今为止,F已被估计为碰撞候选数$({N_{a}})$与因果概率$({P_c})$的乘积:$F = {N_{a}} cdot {P_c}$,其中${N_{a}}$表示相关船舶在没有干预的情况下继续航行时发生的碰撞次数,${P_c}$表示避碰失败的概率。Fujii开发了一种通用方法,Pedersen将其表述为在相交区域估计${N_{a}}$。他们的方法通常被称为“几何方法”,因为只根据两艘船之间的几何关系来估计碰撞候选者。该方法已在许多工程中用于估算水道中的F;但是,其使用应限于10°至170°的交角范围。本文提出了一种方法,并通过计算机仿真进行了统计验证,该方法可用于所有交角,以克服这一限制。在10°~ 170°的交角范围内,该方法与Pedersen方法非常吻合。
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引用次数: 0
Autonomous navigation for Mars probes using only satellite-to-satellite tracking measurements by singularity-avoiding orbit elements 火星探测器的自主导航仅使用卫星对卫星的跟踪测量,通过奇异回避轨道元素
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-02-11 DOI: 10.1017/S0373463322000029
Pengbin Ma, Jie Yang, Heng Li, Zhibin Zhang, H. Baoyin
Abstract This paper proposes a novel autonomous navigation method for Mars-orbiting probes. Satellite-to-satellite tracking (SST) between two probes is generally deemed to involve autonomous measurements with no dependence on any external observation sites on the Earth. For the conventional two-body dynamic model, it is well known that the orbit states cannot be estimated by merely using such SST measurements. Considering the effects of third-body gravitation perturbation and the weak Mars tesseral harmonics perturbation, autonomous navigation with SST measurements alone becomes weakly observable and may be achieved by some nonlinear filtering techniques. Two significant improvements are made to mitigate the nonlinearity brought by the dynamic models. First, singularity-avoiding orbit elements are selected to represent the dynamic models in order to reduce the intensity of the nonlinearity which cannot be overcome by the traditional position–velocity state expression. Second, the unscented Kalman filter method is effectively utilised to avoid the linearised errors calculated by its extended Kalman filter counterpart which may exceed the tesseral harmonics perturbation. A constellation, consisting of one low-orbit probe and one high-orbit probe, is designed to realise the autonomous orbit determination of both participating Mars probes. A reliable navigation solution is successfully obtained by Monte Carlo simulation runs. It shows that the errors of the semimajor axes of the two Mars probes are less than 10 m and the position errors are less than 1 km.
摘要本文提出了一种新的火星轨道探测器自主导航方法。两个探测器之间的卫星对卫星跟踪(SST)通常被认为涉及自主测量,不依赖于地球上的任何外部观测点。对于传统的三体动力学模型,众所周知,仅仅使用这种SST测量不能估计轨道状态。考虑到第三体引力摄动和弱火星次谐波摄动的影响,单独使用SST测量的自主导航变得弱可观测,并且可以通过一些非线性滤波技术来实现。对动力学模型带来的非线性进行了两个显著的改进。首先,选择避奇轨道单元来表示动力学模型,以降低传统位置-速度状态表达式无法克服的非线性强度。其次,有效地利用了无迹卡尔曼滤波器方法来避免其扩展卡尔曼滤波器对应物计算的线性化误差,该误差可能超过三次谐波扰动。星座由一个低轨道探测器和一个高轨道探测器组成,旨在实现两个参与火星探测器的自主轨道确定。通过蒙特卡洛仿真运行,成功地获得了可靠的导航解。结果表明,两个火星探测器的半长轴误差小于10m,位置误差小于1km。
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引用次数: 1
Research on navigation risk of the Arctic Northeast Passage based on POLARIS 基于POLARIS的北极东北航道航行风险研究
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-02-10 DOI: 10.1017/S0373463322000042
Lei An, Long Ma, Hui Wang, Heng Zhang, Zhen-hua Li
Abstract The complex sea ice conditions in Arctic waters has different impacts on the legs of the Arctic passage, and ships of specific ice classes face different navigation risks. Therefore, the quantitative analysis of the navigation risks faced in different legs has important practical significance. Based on the POLARIS introduced by IMO, the sea ice condition data from 2011 to 2020 was used to quantify the navigation risk of the Arctic Northeast passage. The risk index outcome (RIO) of the Arctic Northeast Passage were calculated. The navigable windows of the route for ice class 1A ships sailing independently under different sea ice conditions in the last decade were determined, with a navigable period of 91 days under normal sea ice conditions, approximately 175 days under light sea ice conditions and only week 40 close to navigation under severe sea ice conditions. The three critical waters affecting the safety of ships were identified. Combined with the navigable windows and critical waters, recommendations on ship's navigation and manipulation and recommendations for stakeholders were given. The method and results provided reference and support for the assessment of the navigation risk of ships in the Northeast Passage and safety navigation and operations of ships, and satisfied the needs of relevant countries and enterprises to rationally arrange shipment dates and sailing plans based on different ice classes of ships.
摘要北极水域复杂的海冰条件对北极航道的航段有不同的影响,特定冰级的船舶面临不同的航行风险。因此,定量分析不同航段面临的航行风险具有重要的现实意义。基于国际海事组织引入的POLARIS,使用2011年至2020年的海冰状况数据来量化北极-东北航道的航行风险。计算了北极东北航道的风险指数结果。确定了近十年来在不同海冰条件下独立航行的冰类1A船舶航线的通航窗口,正常海冰条件下的通航期为91天,轻度海冰条件下约为175天,严重海冰条件下接近航行仅40周。确定了影响船舶安全的三个关键水域。结合通航窗口和关键水域,对船舶的航行和操纵提出了建议,并向利益相关者提出了建议。该方法和结果为东北航道船舶航行风险评估以及船舶安全航行和作业提供了参考和支持,满足了相关国家和企业根据不同冰级船舶合理安排装运日期和航行计划的需要。
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引用次数: 0
The influence of organisational safety resource-related activities and other exploratory variables on seafarers’ safety behaviours 组织安全资源相关活动和其他探索变量对海员安全行为的影响
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-02-10 DOI: 10.1017/S0373463322000054
Darijo Mišković, R. Ivce, Mirano Hess, Ivica Đurđević-Tomaš
Abstract Inadequate human actions are still the main cause of all reported accidents and incidents on board ships. The aim of this study is to explore the influence of safety resource activities and other exploratory variables on seafarers’ safety behaviour. For this study, a series of open-ended interviews were conducted to gain insight into how shipping organisations struggle with this issue. Following the interviews, a questionnaire was prepared and distributed to professional seafarers. Two exploratory factor analyses were conducted to identify the underlying factor structure and five factors emerged. Furthermore, three hierarchical multiple regression analyses were conducted to examine the influence of the factors obtained, namely, Company safety orientation and Additional safety incentives on seafarers’ perceived Safety awareness, Job satisfaction, Risk acceptance and other exploratory variables. The study shows that the perceived resource-related activities of the organisation and the demographic characteristics of the respondents can influence the safety behaviour of seafarers.
摘要不当的人为行为仍然是所有报告的船上事故和事件的主要原因。本研究的目的是探讨安全资源活动和其他探索性变量对海员安全行为的影响。在这项研究中,进行了一系列开放式访谈,以深入了解航运组织如何应对这一问题。访谈结束后,编写了一份调查表并分发给专业海员。进行了两次探索性因素分析,以确定潜在的因素结构,并出现了五个因素。此外,还进行了三个层次多元回归分析,以检验所获得的因素,即公司安全取向和额外安全激励对海员感知安全意识、工作满意度、风险接受度和其他探索性变量的影响。研究表明,组织的感知资源相关活动和受访者的人口特征会影响海员的安全行为。
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引用次数: 0
Rules required for operating maritime autonomous surface ships from the viewpoint of seafarers 从海员的角度来看,操作海上自主水面船舶所需的规则
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-02-10 DOI: 10.1017/S0373463321000928
Toshiyuki Miyoshi, S. Fujimoto, M. Rooks, Tsukasa Konishi, Rika Suzuki
Abstract Demonstrations and local tests of several maritime autonomous surface ships (MASS) have recently been carried out. From a technological standpoint, MASS are becoming able to handle actual operations in certain sea areas. Since 2017, the MSC (Maritime Safety Committee) of the IMO (International Maritime Organization) has been discussing legal problems with the Regulations for Preventing Collisions at Sea (COLREGs) with regard to MASS operation. The purpose of this paper is to clarify the rules from the perspective of seafarers, who need to interpret COLREGs when dealing with MASS in ship handling situations on the sea, and also to discuss possible required amendments to COLREGs. This paper attempts to clarify the extent of current interpretations while also taking into account the answers to questionnaires received from 130 pilots, ship captains and navigation officers concerning COLREGs for MASS operation. Given the four common principles of COLREGs, it is considered whether the principles need to be changed with the introduction of MASS from the viewpoint of seafarers.
摘要:最近进行了几艘海上自主水面舰艇(MASS)的演示和局部测试。从技术的角度来看,MASS正在变得能够处理某些海域的实际行动。自2017年以来,国际海事组织(IMO)海上安全委员会(MSC)一直在讨论《海上避碰规则》(COLREGs)关于MASS操作的法律问题。本文的目的是从海员的角度来阐明规则,海员在海上船舶处理MASS时需要对COLREGs进行解释,并讨论可能需要对COLREGs进行的修改。本文试图澄清当前解释的程度,同时也考虑到从130名飞行员,船长和航海官收到的关于MASS操作COLREGs的问卷的答案。鉴于COLREGs的四项共同原则,从海员的角度考虑是否需要随着MASS的引入而改变这些原则。
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引用次数: 9
SIMU/Triple star sensors integrated navigation method of HALE UAV based on atmospheric refraction correction 基于大气折射校正的HALE无人机SIMU/三星传感器组合导航方法
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-02-08 DOI: 10.1017/S037346332100093X
Ziqian Gao, Haiyong Wang, Weihong Wang, Yuan Xu
Abstract To achieve autonomous all-day flight by high-altitude long-endurance unmanned aerial vehicle (HALE UAV), a new navigation method with deep integration of strapdown inertial measurement unit (SIMU) and triple star sensors based on atmospheric refraction correction is proposed. By analysing the atmospheric refraction model, the stellar azimuth coordinate system is introduced and the coupling relationship between attitude and position is established. Based on the geometric relationship whereby all the stellar azimuth planes intersect on the common zenith direction, the sole celestial navigation system (CNS) method by stellar refraction with triple narrow fields of view (FOVs) is studied and a loss function is built to evaluate the navigation accuracy. Finally, the new SIMU/triple star sensors deep integrated navigation method with refraction correction upgraded from the traditional inertial navigation system (INS)/CNS integrated method can be established. The results of simulations show that the proposed method can effectively restrain navigation error of a HALE UAV in 24 h steady-state cruising in the stratosphere.
摘要为了实现高空长航时无人机(HALE UAV)的全天自主飞行,提出了一种基于大气折射校正的捷联惯性测量单元(SIMU)与三星传感器深度集成的导航新方法。通过对大气折射模型的分析,引入了恒星方位坐标系,建立了姿态与位置的耦合关系。基于所有恒星方位平面在同一天顶方向相交的几何关系,研究了利用三窄视场恒星折射的唯一天体导航系统(CNS)方法,并建立了评估导航精度的损失函数。最后,在传统惯性导航系统/CNS组合导航方法的基础上,提出了一种新的带折射校正的SIMU/三星传感器深度组合导航方法。仿真结果表明,该方法能有效抑制HALE无人机在平流层24小时稳态巡航时的导航误差。
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引用次数: 1
A novel partial ambiguity resolution based on ambiguity dilution of precision- and convex-hull-based satellite selection for instantaneous multiple global navigation satellite systems positioning 一种基于精度和凸体卫星选择模糊度稀释的局部模糊度解决方法,用于瞬时多卫星导航系统定位
IF 2.4 4区 工程技术 Q2 ENGINEERING, MARINE Pub Date : 2022-02-08 DOI: 10.1017/S0373463322000017
Xin Liu, Shubi Zhang, Qiuzhao Zhang, Nanshan Zheng, Wenyuan Zhang, N. Ding
Abstract Although multiple global navigation satellite systems (multi-GNSS) with more visible satellites have a high success rate, they make positioning time-consuming. Partial ambiguity resolution (PAR) can improve the efficiency of multi-GNSS; however, at present PAR cannot simultaneously achieve fast and high-precision positioning with a high success rate. Therefore, PAR based on ambiguity dilution of precision- and convex-hull-based satellite selection is proposed. The experimental results of the proposed PAR, its corresponding satellite selection algorithm, the classical PAR, and the low-cutoff-elevation-angle-based multi-GNSS show that the proposed PAR outperforms the classical PAR, i.e., it achieves fast and high-precision positioning with a success rate of 100⋅0%. Furthermore, in terms of R-ratio-test-based ambiguity validation, it improves the reliability of carrier-phase-based integrity monitoring of multi-GNSS and the corresponding satellite selection algorithms. In addition, its positioning accuracy is close to that of multi-GNSS and higher than that of the classical PAR, with maximum differences of 0⋅3 and 2⋅4 cm, respectively. The proposed single (dual) frequency-based PAR improves single/dual-frequency multi-GNSS efficiency by more than 54⋅9%/80⋅4% (42⋅0%/75⋅8%) when 14⋅4 (13⋅2) out of 24⋅4 satellites are selected.
摘要尽管具有更多可见卫星的多个全球导航卫星系统(multi-GNSS)具有较高的成功率,但它们使得定位耗时。部分模糊度解析(PAR)可以提高多GNSS的效率;但目前标准杆数无法同时实现快速、高精度、高成功率的定位。因此,提出了基于精度模糊度稀释的标准杆数和基于凸壳的卫星选择。所提出的标准杆数及其相应的卫星选择算法、经典的标准杆数和基于低截距仰角的多GNSS的实验结果表明,所提出的标准杆数优于经典的标准杆数,即实现了快速、高精度的定位,成功率为100±0%。此外,在基于R比率测试的模糊度验证方面,它提高了基于载波相位的多GNSS完整性监测和相应卫星选择算法的可靠性。此外,其定位精度接近多GNSS,高于经典标准杆数,最大差值分别为0·3和2·4cm。所提出的基于单(双频)频率的标准杆数在24个卫星中选择14个卫星(13个卫星)时,将单/双频多GNSS效率提高了54个卫星(42个卫星)的9%/80个卫星(40个卫星)4%以上。
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引用次数: 2
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Journal of Navigation
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