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Optimal design via polynomial Euler function for UAV applications 通过多项式欧拉函数为无人机应用进行优化设计
Pub Date : 2024-09-13 DOI: 10.1017/s0373463324000146
Z. Y. Chen, Yahui Meng, Ruei-Yuan Wang, Timothy Chen

Unmanned aerial vehicles (UAVs) have recently been widely applied in a comprehensive realm. By enhancing computer photography and artificial intelligence, UAVs can automatically discriminate against environmental objectives and detect events that occur in the real scene. The application of collaborative UAVs will offer diverse interpretations which support a multiperspective view of the scene. Due to the diverse interpretations of UAVs usually deviating, UAVs require a consensus interpretation for the scenario. This study presents an original consensus-based method to pilot multi-UAV systems for achieving consensus on their observation as well as constructing a group situation-based depiction of the scenario. Taylor series are used to describe the fuzzy nonlinear plant and derive the stability analysis using polynomial functions, which have the representations $V(x )={m_{textrm{1} le l le N}}({{V_textrm{l}}(x )} )$ and ${V_l}(x )={x^T}{P_l}(x )x$. Due to the fact that the ${dot{P}_l}(x )$ in ${dot{V}_l}(x )={dot{x}^T}{P_l}(x )x + {x^T}{dot{P}_l}(x )x + {x^T}{P_l}(x )dot{x}$ will yield intricate terms to ensure a stability criterion, we aim to avoid these kinds of issues by proposing a polynomial homogeneous framework and using Euler's functions for homogeneous systems. First, this method permits each UAV to establish high-level conditions from the probed events via a fuzzy-based aggregation event. The evaluated consensus indicates how suitable is the scenario collective interpretation for every UAV perspective.

无人驾驶飞行器(UAV)近来已被广泛应用于综合领域。通过增强计算机摄影和人工智能,无人飞行器可以自动判别环境目标,并探测真实场景中发生的事件。协作式无人机的应用将提供多样化的解释,从而支持对场景的多视角观察。由于无人机的不同解释通常会出现偏差,因此无人机需要对场景进行共识解释。本研究提出了一种基于共识的原创方法,用于引导多架无人机系统就其观察结果达成共识,并构建基于群组情况的场景描述。泰勒级数被用来描述模糊非线性工厂,并利用多项式函数得出稳定性分析,其表示为 $V(x )={m_{textrm{1}le l le N}}({{V_textrm{l}}(x )} )$ 和 ${V_l}(x )={x^T}{P_l}(x )x$ 。由于${dot{V}_l}(x )={dot{x}^T}{P_l}(x )x + {x^T}{dot{P}_l}(x )x + {x^T}{P_l}(x )dot{x}$ 中的${dot{P}_l}(x )$ 会产生错综复杂的项来确保稳定准则、为了避免这类问题,我们提出了多项式同构框架,并使用欧拉函数来处理同构系统。首先,这种方法允许每个无人飞行器通过基于模糊的聚合事件,从探测事件中建立高层条件。经过评估的共识表明了每个无人机视角的情景集体解释的合适程度。
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引用次数: 0
A critical examination of safety culture in the superyacht industry 对超级游艇业安全文化的严格审查
Pub Date : 2024-09-13 DOI: 10.1017/s0373463324000195
Pengfei Zhang, Qiong Chen, Tobias Macdonald, Xinjian Wang

Accidents are a prevalent feature of working in the maritime industry. While studies have shown to what extent accidents and fatalities have occurred, the current research has generally been limited to commercial shipping. There is nearly no academic research focusing on the safety issues in the superyacht industry. This paper analyses the importance of promoting safety culture in the superyacht industry, the role of maritime legislation in maintaining safety and the role of Port State Control in ensuring all legislation is implemented. It aims to provide a critical examination of safety culture in the superyacht industry and evaluate the appropriateness for further measures to ensure safe working practices. It found out that while some superyachts do maintain an effective safety system, there remains almost 50% of the investigated fleet that do not promote the desired safety culture. It becomes evident that complacency and poor education contribute to the reduced and limited safety culture. The lack of education and awareness is demonstrated when the study shows individuals believing they maintain good safety practices but still admitting to taking various life-threatening risks.

事故是海运业工作的一个普遍特点。虽然研究显示了事故和死亡的发生程度,但目前的研究一般仅限于商业航运。几乎没有任何学术研究关注超级游艇业的安全问题。本文分析了在超级游艇业推广安全文化的重要性、海事立法在维护安全方面的作用以及港口国管制在确保所有立法得到执行方面的作用。其目的是对超级游艇业的安全文化进行批判性审查,并评估采取进一步措施确保安全工作实践的适当性。调查发现,虽然一些超级游艇确实保持了有效的安全系统,但在接受调查的船队中,仍有近 50%的超级游艇没有促进理想的安全文化。显而易见,自满情绪和薄弱的教育导致了安全文化的减少和有限。研究显示,有些人认为自己保持了良好的安全行为,但仍然承认自己冒着各种危及生命的风险,这就说明他们缺乏教育和意识。
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引用次数: 0
Deep temporal semi-supervised one-class classification for GNSS radio frequency interference detection 用于全球导航卫星系统射频干扰检测的深度时空半监督单类分类
Pub Date : 2024-05-31 DOI: 10.1017/s0373463324000134
Viktor Ivanov, Maurizio Scaramuzza, Richard. C. Wilson
We present a deep learning approach for near real-time detection of Global Navigation Satellite System (GNSS) radio frequency interference (RFI) based on a large amount of aircraft data collected onboard from the Global Positioning System (GPS) and Attitude and Heading Reference System (AHRS). Our approach enables detection of GNSS RFI in the absence of total GPS failure, i.e. while the receiver is still able to estimate a position, which means RFI sources with low power or at larger distance can be detected. We demonstrate how deep one-class classification can be used to detect GNSS RFI. Furthermore, thanks to a unique dataset from the Swiss Air Force and Swiss Air-Rescue (Rega), preprocessed by Swiss Air Navigation Services Ltd. (Skyguide), we demonstrate application of deep learning for GNSS RFI detection on real-world large scale aircraft data containing flight recordings impacted by real jamming. The approach we present is highly general and can be used as a foundation for solving various automated decision-making problems based on different types of Communications, Navigation and Surveillance (CNS) and Air Traffic Management (ATM) streaming data. The experimental results indicate that our system successfully detects GNSS RFI with 83 $,cdot,$ 5% accuracy. Extensive empirical studies demonstrate that the proposed method outperforms strong machine learning and rule-based baselines.
我们提出了一种深度学习方法,基于从全球定位系统(GPS)和姿态与航向参考系统(AHRS)收集的大量飞机数据,对全球导航卫星系统(GNSS)射频干扰(RFI)进行近实时检测。我们的方法能够在 GPS 完全失效的情况下检测 GNSS 射频干扰,即接收器仍能估计位置,这意味着可以检测到低功率或较大距离的射频干扰源。我们展示了如何利用深度单类分类来检测 GNSS RFI。此外,通过瑞士空中导航服务有限公司(Skyguide)预处理的瑞士空军和瑞士空中救援队(Rega)的独特数据集,我们展示了如何利用深度单类分类检测 GNSS RFI。(Skyguide)预处理的独特数据集,我们展示了深度学习在真实世界大规模飞机数据(包含受真实干扰影响的飞行记录)中用于 GNSS RFI 检测的应用。我们提出的方法具有很强的通用性,可作为解决基于不同类型通信、导航和监视(CNS)以及空中交通管理(ATM)流数据的各种自动决策问题的基础。实验结果表明,我们的系统成功地检测到了GNSS RFI,准确率为83%。广泛的实证研究表明,所提出的方法优于强大的机器学习和基于规则的基线方法。
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引用次数: 0
An online method for ship trajectory compression using AIS data 利用 AIS 数据压缩船舶轨迹的在线方法
Pub Date : 2024-05-31 DOI: 10.1017/s0373463324000171
Zhao Liu, Wensen Yuan, Maohan Liang, Mingyang Zhang, Cong Liu, Ryan Wen Liu, Jingxian Liu
Vessel trajectories from the Automatic Identification System (AIS) play an important role in maritime traffic management, but a drawback is the huge amount of memory occupation which thus results in a low speed of data acquisition in maritime applications due to a large number of scattered data. This paper proposes a novel online vessel trajectory compression method based on the Improved Open Window (IOPW) algorithm. The proposed method compresses vessel trajectory instantly according to vessel coordinates along with a timestamp driven by the AIS data. In particular, we adopt the weighted Euclidean distance (WED), fusing the perpendicular Euclidean distance (PED) and synchronous Euclidean distance (SED) in IOPW to improve the robustness. The realistic AIS-based vessel trajectories are used to illustrate the proposed model by comparing it with five traditional trajectory compression methods. The experimental results reveal that the proposed method could effectively maintain the important trajectory features and significantly reduce the rate of distance loss during the online compression of vessel trajectories.
来自自动识别系统(AIS)的船舶轨迹在海上交通管理中发挥着重要作用,但其缺点是占用大量内存,因此在海上应用中由于大量数据分散而导致数据采集速度较低。本文提出了一种基于改进开窗算法(IOPW)的新型在线船舶轨迹压缩方法。该方法根据 AIS 数据驱动的船舶坐标和时间戳即时压缩船舶轨迹。特别是,我们采用了加权欧氏距离(WED),融合了 IOPW 中的垂直欧氏距离(PED)和同步欧氏距离(SED),以提高鲁棒性。通过与五种传统轨迹压缩方法的比较,使用基于 AIS 的真实船只轨迹来说明所提出的模型。实验结果表明,所提出的方法可以有效地保持重要的轨迹特征,并显著降低在线压缩船只轨迹过程中的距离损失率。
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引用次数: 0
Exploration of the state-of-the-art of maritime transport safety research: a bibliometric and visualised analysis 探索海上运输安全研究的最新进展:文献计量和可视化分析
Pub Date : 2024-05-31 DOI: 10.1017/s0373463324000110
Pengfei Chen, Yu Luo, Junmin Mou, Linying Chen, Mengxia Li
Maritime traffic risk is increasing rapidly with the growth of marine traffic volume and construction of marine facilities, water bridges, port development, marine wind farm, etc. Given this emerging trend, this paper presents a bibliometric analysis and mapping of the broad academic literature related to maritime traffic safety, focusing on the influences of international collaborations and knowledge sources on the developments of this research domain. To identify trends, patterns and the knowledge distribution of the research on maritime traffic safety, the visualisation of similarities (VOS) viewer software, the bibliometric analysis, and scientometric mapping of the literature have been performed from the perspectives of publication and citation distribution over time, leading authors, countries (regions), institutions, the corresponding collaboration networks, most cited publications and references, focused research fields and topics, research trend evolution over time, etc. The paper provides a comprehensive and quantitative overview and significant picture representation of the domain's leading and evolutionary trends by employing specific aforementioned bibliometric analysis factors. In addition, by reviewing the evolutionary trends of the journals and the proposed investigated factors, such as the influential works, main research topics, and the research frontiers, this paper reveals the scientific literature's main research objectives and directions that could be addressed and explored in future studies.
随着海上交通量的增长以及海洋设施、水上桥梁、港口开发、海上风电场等的建设,海上交通风险正在迅速增加。鉴于这一新兴趋势,本文对与海上交通安全相关的大量学术文献进行了文献计量分析和绘图,重点关注国际合作和知识来源对该研究领域发展的影响。为了确定海上交通安全研究的趋势、模式和知识分布,我们使用了相似性可视化(VOS)查看器软件,对文献进行了文献计量分析和科学计量制图,分析的角度包括随着时间推移的出版物和引用分布、主要作者、国家(地区)、机构、相应的合作网络、被引用最多的出版物和参考文献、重点研究领域和主题、随着时间推移的研究趋势演变等。本文利用上述具体的文献计量分析因素,对该领域的领先趋势和演变趋势进行了全面、定量的概述和重要的图片展示。此外,通过回顾期刊的演变趋势和提出的调查因素,如有影响力的作品、主要研究课题和研究前沿,本文揭示了科学文献的主要研究目标和方向,可在今后的研究中加以解决和探索。
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引用次数: 0
Error analysis of dead reckoning navigation system by considering uncertainties in an underwater vehicle's sensors 通过考虑水下航行器传感器的不确定性,分析推算导航系统的误差
Pub Date : 2024-05-28 DOI: 10.1017/s0373463324000183
Mohammad Reza Gharib, Mahmoud Ardekani Fard, Ali Koochi
In this paper, a complete introduction to the dead reckoning navigation technique is offered after a discussion of the many forms of navigation, and the benefits and drawbacks associated with each of those types of navigation. After that, the dead reckoning navigation solution is used as an option that is both low-cost and makes use of the sophisticated equations that are used by the system. Moreover, to achieve the highest level of accuracy in navigation, an investigation of navigation errors caused by dead reckoning is calculated. Employing the suggested dead reckoning navigation system, the final position of an underwater vehicle can be established with a high degree of accuracy by using experimental data (from sensors) and the uncertainties that are associated with the system. Finally, to illustrate the correctness of the dead reckoning navigation process, the system error analysis as uncertainty that was carried out using experimental data using the dead reckoning navigation technique is compared with GPS data.
本文在讨论了多种导航方式以及每种导航方式的优缺点之后,对惯性导航技术进行了全面介绍。之后,本文将死位推算导航解决方案作为一种既低成本又能利用系统所使用的复杂方程的选择。此外,为了实现最高水平的导航精度,还计算了由惯性导航造成的导航误差。采用建议的惯性导航系统,通过使用实验数据(来自传感器)和与系统相关的不确定性,可以高精度地确定水下航行器的最终位置。最后,为了说明死位推算导航过程的正确性,利用死位推算导航技术的实验数据与全球定位系统数据进行了不确定性系统误差分析比较。
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引用次数: 0
Signal design and performance analysis for LEO high dynamic navigation application 低地轨道高动态导航应用的信号设计和性能分析
Pub Date : 2024-05-13 DOI: 10.1017/s0373463323000255
Lei Wang, Jibin Che, Haoyan Chen
With the development of GNSS (Global Navigation Satellite System), LEO (Low Earth Orbit) systems are adopted to enhance the system performance of GNSS. The signal Doppler of the LEO satellite is seven to nine times that of GNSS signals, which benefits positioning performance but leads to high acquisition complexity. This paper proposes the combination of a CSS (Chirp Spread Spectrum) marker and the main body of traditional modulation methods for high dynamic application. The acquisition calculation complexity and mean acquisition time of the proposed signal are analysed and compared with the traditional signal. The result shows that the acquisition calculation complexity is just 26 % of the traditional signal under the parameters considered and the mean acquisition time of the proposed signal is also lower than the traditional signal. Hence, the proposed signal is able to decrease the mean acquisition time of the receiver under the constraint of calculation complexity and should be adopted for LEO high dynamic application.
随着全球导航卫星系统(GNSS)的发展,低地轨道(LEO)系统被采用来提高 GNSS 的系统性能。低地轨道卫星的信号多普勒是全球导航卫星系统信号的 7 到 9 倍,这有利于提高定位性能,但也导致了较高的采集复杂度。本文提出将 CSS(啁啾扩频)标记与传统调制方法的主体相结合,用于高动态应用。分析了拟议信号的采集计算复杂度和平均采集时间,并与传统信号进行了比较。结果表明,在所考虑的参数下,拟议信号的采集计算复杂度仅为传统信号的 26%,平均采集时间也低于传统信号。因此,在计算复杂度的限制下,拟议信号能够减少接收机的平均采集时间,应在低地轨道高动态应用中采用。
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引用次数: 0
An improved wide-lane ambiguity resolution method for kinematic smartphone positioning 用于智能手机运动定位的改进型宽线性模糊解决方法
Pub Date : 2024-05-13 DOI: 10.1017/s0373463324000158
Yan Zhang, Yang Jiang, Yuting Gao, Shuai Guo, Yang Gao
The release of GNSS raw data on Android smartphones provides the potential for high-precision smartphone positioning using multi-constellation and multi-frequency signals. However, severe multipath and low observation quality in kinematic environments make double-differenced uncombined ambiguities difficult to resolve reliably. To address this, the paper proposes an improved wide-lane (WL) integer ambiguity resolution (IAR) method that combines integer rounding and the Least-Square AMBiguity Decorrelation Adjustment (LAMBDA) methods. The proposed method achieved fix rates of 57% to 70% in challenging environments, with an average improvement of 7 · 7% in horizontal positioning accuracy compared to the float solution. The traditional partial integer rounding method only improved accuracy by 1 · 1%.
安卓智能手机上发布的全球导航卫星系统原始数据为利用多星座和多频率信号进行高精度智能手机定位提供了可能。然而,运动环境中严重的多径和较低的观测质量使得双差分非组合歧义难以可靠地解决。为解决这一问题,本文提出了一种改进的宽线(WL)整数模糊解决(IAR)方法,该方法结合了整数四舍五入和最小平方模糊解相关调整(LAMBDA)方法。在具有挑战性的环境中,所提出的方法实现了 57% 至 70% 的固定率,与浮动解决方案相比,水平定位精度平均提高了 7 - 7%。而传统的部分整数舍入法仅提高了 1 - 1% 的精度。
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引用次数: 0
Exploration of COLREG-relevant parameters from historical AIS-data 从 AIS 历史数据中探索 COLREG 相关参数
Pub Date : 2024-04-18 DOI: 10.1017/s0373463324000109
Inger B. Hagen, Karen S. Knutsen, Tor Arne Johansen, Edmund Brekke

Reliable anti-collision control algorithms conforming with the rules regulating traffic at sea, the International Regulations for Preventing Collisions at Sea (COLREG), are essential for the deployment of autonomous vessels in waters shared with other ships. The development of such methods is an active field of research. However, little attention has been given to how these rules are interpreted by experienced mariners, and how such information can be parametrised for use in automatic control systems and autonomous ships. This paper presents a method for exploiting historical automatic identification system (AIS) data to characterise parameters indicating the prevalent practices at sea in encounters with high collision risk. The method has been tested on data gathered in areas off the Norwegian coast over several years. Statistics on relevant parameters from the resulting dataset and the relation between them is presented. The results indicate that the strongest influence on vessel behaviour is the type of situation, and the amount of land and grounding hazards in the vessel's proximity.

可靠的防碰撞控制算法必须符合海上交通规则,即《国际海上避碰规则》(COLREG),这对于在与其他船舶共享的水域部署自主船舶至关重要。开发此类方法是一个活跃的研究领域。然而,人们很少关注经验丰富的海员如何解释这些规则,以及如何将这些信息参数化,以用于自动控制系统和自主船舶。本文介绍了一种利用自动识别系统(AIS)历史数据的方法,以确定表明在遭遇高碰撞风险时海上普遍做法的参数特征。该方法已在几年来挪威沿海地区收集的数据上进行了测试。结果数据集的相关参数统计以及它们之间的关系得到了展示。结果表明,对船只行为影响最大的是情况类型以及船只附近陆地和搁浅危险的数量。
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引用次数: 0
A switched adaptive strategy for state estimation in MEMS-based inertial navigation systems with application for a flight test 基于 MEMS 的惯性导航系统中的状态估计切换自适应策略及其在飞行试验中的应用
Pub Date : 2024-04-02 DOI: 10.1017/s0373463324000079
Mohammad Saber Fadaki, Hamid Reza Koofigar, Mohsen Ekramian, Mahdi Mortazavi

This paper proposes a switched model to improve the estimation of Euler angles and decrease the inertial navigation system (INS) error, when the centrifugal acceleration occurs. Depending on the situation, one of the subsystems of the proposed switched model is activated for the estimation procedure. During global positioning system (GPS) outages, an extended Kalman filter (EKF) operates in the prediction mode and corrects the INS information, based on the system error model. Compared with previous works, the main advantages of the proposed switched-based adaptive EKF (SAEKF) method are (i) elimination of INS error, during the centrifugal acceleration, and (ii) high accuracy in estimating the attitude and positioning, particularly during GPS outages. To validate the efficiency of the proposed method in various trajectories, an experimental flight test is performed and discussed, involving a microelectromechanical (MEMS)-based INS. The comparative study shows that the proposed method considerably improves the accuracy in various scenarios.

本文提出了一种切换模型,用于在出现离心加速度时改进欧拉角的估算并减少惯性导航系统(INS)的误差。根据具体情况,在估算过程中会激活所建议的切换模型中的一个子系统。在全球定位系统(GPS)中断期间,扩展卡尔曼滤波器(EKF)在预测模式下运行,并根据系统误差模型修正 INS 信息。与之前的研究相比,所提出的基于开关的自适应 EKF(SAEKF)方法的主要优势在于:(i) 消除离心加速过程中的 INS 误差;(ii) 估算姿态和定位的高精度,尤其是在 GPS 中断期间。为了验证所提方法在各种轨迹中的效率,进行了一次实验性飞行测试,并对基于微机电(MEMS)的 INS 进行了讨论。对比研究表明,所提出的方法大大提高了各种情况下的精度。
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引用次数: 0
期刊
The Journal of Navigation
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