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基于LOS导航算法的无人船路径跟踪控制
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作者 李少鹏 黄利华 +1 位作者 张磊 高阳 《舰船科学技术》 北大核心 2024年第5期109-114,共6页
为了解决无人船路径跟踪控制问题,提出基于视距导航算法(LOS导航算法)和模糊PID控制的自适应无人船路径跟踪控制方法。首先根据LOS算法将路径跟踪问题转化为航向控制问题,之后通过模糊PID控制算法进行无人船的航向控制。通过仿真表明所... 为了解决无人船路径跟踪控制问题,提出基于视距导航算法(LOS导航算法)和模糊PID控制的自适应无人船路径跟踪控制方法。首先根据LOS算法将路径跟踪问题转化为航向控制问题,之后通过模糊PID控制算法进行无人船的航向控制。通过仿真表明所提出的算法路径跟踪精度高,横向偏移量小,跟踪路径平滑,对无人船的路径跟踪控制有一定的参考价值。 展开更多
关键词 无人船 los 路径跟踪 PID
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一种基于扰动补偿的机弹协同LOS主动防御制导律
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作者 王捷 刘俊辉 +2 位作者 陈昊 赵琦 刘维 《现代防御技术》 北大核心 2024年第2期94-103,共10页
随着无人技术和军事科技发展,无人近距空战引起了世界军事强国的广泛关注。面临高速大机动能力来袭导弹的威胁,传统的抛洒箔条或释放热焰弹等被动防御措施无法确保目标飞行器安全逃逸,通过发射拦截弹协同目标飞行器机动实施的主动防御... 随着无人技术和军事科技发展,无人近距空战引起了世界军事强国的广泛关注。面临高速大机动能力来袭导弹的威胁,传统的抛洒箔条或释放热焰弹等被动防御措施无法确保目标飞行器安全逃逸,通过发射拦截弹协同目标飞行器机动实施的主动防御是一种可行的方法。由于来袭导弹机动能力较强且加速度信息未知,是目标飞行器-拦截弹制导律协同设计的难点。提出一种基于扰动补偿的LOS主动防御拦截制导律,通过设计一种非线性扰动观测器来估计来袭弹产生的机动的影响,并在机弹协同LOS主动防御制导律设计中补偿。通过仿真算例验证了所提方法能够有效拦截具有未知机动能力的来袭导弹,为研究三体攻防问题提供了一定的参考。 展开更多
关键词 机弹协同 los制导 扰动观测器 主动防御 三体博弈 制导策略
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基于LOS+PID的无人船行驶路径跟踪控制
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作者 陆智强 庄子昊 +1 位作者 王建辉 李伟华 《微型电脑应用》 2024年第10期1-5,共5页
为了提高无人船行驶路径跟踪控制精度,提出一种基于改进视线(LOS)算法与改进比例-积分-微分(PID)控制的无人船行驶路径跟踪控制方法。通过采用粒子群优化(PSO)算法优化PID控制器对无人船航向进行跟踪,采用自适应接纳圆改进LOS算法对无... 为了提高无人船行驶路径跟踪控制精度,提出一种基于改进视线(LOS)算法与改进比例-积分-微分(PID)控制的无人船行驶路径跟踪控制方法。通过采用粒子群优化(PSO)算法优化PID控制器对无人船航向进行跟踪,采用自适应接纳圆改进LOS算法对无人船航迹进行跟踪,以实现无人船行驶路径的跟踪控制。仿真结果表明:所提方法在有干扰情况下,平均舵角、平均误差、平均航速分别为0.40°、12.36 m、1.84 m/s;在无干扰情况下,平均舵角、平均误差、平均航速分别为0.17°、5.22 m、1.06 m/s,具有良好的跟踪控制精度和速度。 展开更多
关键词 无人船 行驶路径跟踪 PID控制 los算法
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Optimal AP Deployment in Cell-Free Massive MIMO Systems with LoS/NLoS Transmissions:A Stochastic Geometry Approach
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作者 Jiang Ling Zhang Qi Zhu Hongbo 《China Communications》 SCIE CSCD 2024年第9期146-158,共13页
Cell-free massive multiple-input multipleoutput(MIMO)is a promising technology for future wireless communications,where a large number of distributed access points(APs)simultaneously serve all users over the same time... Cell-free massive multiple-input multipleoutput(MIMO)is a promising technology for future wireless communications,where a large number of distributed access points(APs)simultaneously serve all users over the same time-frequency resources.Since users and APs may locate close to each other,the line-of-sight(Lo S)transmission occurs more frequently in cell-free massive MIMO systems.Hence,in this paper,we investigate the cell-free massive MIMO system with Lo S and non-line-of-sight(NLo S)transmissions,where APs and users are both distributed according to Poisson point process.Using tools from stochastic geometry,we derive a tight lower bound for the user downlink achievable rate and we further obtain the energy efficiency(EE)by considering the power consumption on downlink payload transmissions and circuitry dissipation.Based on the analysis,the optimal AP density and AP antenna number that maximize the EE are obtained.It is found that compared with the previous work that only considers NLo S transmissions,the actual optimal AP density should be much smaller,and the maximized EE is actually much higher. 展开更多
关键词 cell-free massive MIMO energy efficiency los/Nlos transmissions stochastic geometry
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Stable Isotopic Signatures of NO3 in Waste Water Effluent and Los Angeles River
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作者 Isaac Hall Mohammad Hassan Rezaie Boroon 《Journal of Water Resource and Protection》 CAS 2024年第1期102-122,共21页
A metropolitan city such as Los Angeles (LA) is an ideal study site with a very high population density, and it houses at least 3 treatment plants where sewage is treated preliminarily and then progressing to tertiary... A metropolitan city such as Los Angeles (LA) is an ideal study site with a very high population density, and it houses at least 3 treatment plants where sewage is treated preliminarily and then progressing to tertiary treatment before discharging into the LA River. We will gain a better understanding of the water quality in the LA River and the nitrate load in the watershed system by examining the influence of waste water treatment plants (WWTPs). The goal of this study is to pinpoint the exact source of nitrate in the LA River using the isotope signatures. We have selected sampling locations both upstream and downstream of the WWTP. This serves to monitor nitrate levels, aiding in the assessment of treatment plant effectiveness, pinpointing nitrate pollution sources, and ensuring compliance with environmental regulations. The research explores the isotopic composition of NO3 in relation to atmospheric nitrogen and Vienna Standard Mean Ocean Water, shedding light on the contributions from various sources such as manure, sewage, soil organic nitrogen, and nitrogen fertilizers. Specifically, there is a change in the δ15NAir value between the dry and wet seasons. The isotope values in the Tillman WWTP sample changed between dry and wet seasons. Notably, the presence of nitrate originating from manure and sewage is consistent across seasons, emphasizing the significant impact of anthropogenic and agricultural activities on water quality. This investigation contributes to the broader understanding of nitrogen cycling in urban water bodies, particularly in the context of wastewater effluent discharge. The findings hold implications for water quality management and highlight the need for targeted interventions to mitigate the impact of nitrogen-containing compounds on aquatic ecosystems. Overall, the study provides a valuable framework for future research and environmental stewardship efforts aimed at preserving the health and sustainability of urban water resources. This data informs decisions regarding additional treatment or mitigation actions to safeguard downstream water quality and ecosystem health. 展开更多
关键词 Metropolitan City los Angeles Treatment Plants Sewage Treatment Nitrate Source Isotope Signatures Water Quality
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Dynamic business process modeling and verification for inter-organizational collaboration 被引量:1
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作者 胡庆成 邢春晓 +2 位作者 杨吉江 严琪 李益民 《Journal of Southeast University(English Edition)》 EI CAS 2007年第3期455-460,共6页
To achieve an on-demand and dynamic composition model of inter-organizational business processes, a new approach for business process modeling and verification is introduced by using the pi-calculus theory. A new busi... To achieve an on-demand and dynamic composition model of inter-organizational business processes, a new approach for business process modeling and verification is introduced by using the pi-calculus theory. A new business process model which is multi-role, multi-dimensional, integrated and dynamic is proposed relying on inter-organizational collaboration. Compatible with the traditional linear sequence model, the new model is an M x N multi-dimensional mesh, and provides horizontal and vertical formal descriptions for the collaboration business process model. Finally, the pi-calculus theory is utilized to verify the deadlocks, livelocks and synchronization of the example models. The result shows that the proposed approach is efficient and applicable in inter-organizational business process modeling. 展开更多
关键词 inter-organizational collaboration PI-CALCULUS business process modeling model verification
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Finite-Time Sideslip Differentiator-Based LOS Guidance for Robust Path Following of Snake Robots 被引量:3
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作者 Yang Xiu Dongfang Li +5 位作者 Miaomiao Zhang Hongbin Deng Rob Law Yun Huang Edmond Q.Wu Xin Xu 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第1期239-253,共15页
This paper presents a finite-time sideslip differentiator-based line-of-sight(LOS)guidance method for robust path following of snake robots.Firstly,finite-time stable sideslip differentiator and adaptive LOS guidance ... This paper presents a finite-time sideslip differentiator-based line-of-sight(LOS)guidance method for robust path following of snake robots.Firstly,finite-time stable sideslip differentiator and adaptive LOS guidance method are proposed to counteract sideslip drift caused by cross-track velocity.The proposed differentiator can accurately observe the cross-track error and sideslip angle for snake robots to avoid errors caused by calculating sideslip angle approximately.In our method,the designed piecewise auxiliary function guarantees the finite-time stability of position errors.Secondly,for the case of external disturbances and state constraints,a Barrier Lyapunov functionbased backstepping adaptive path following controller is presented to improve the robot’s robustness.The uniform ultimate boundedness of the closed-loop system is proved by analyzing stability.Additionally,a gait frequency adjustment-based virtual velocity control input is derived to achieve the exponential convergence of the tangential velocity.At last,the availability and superiority of this work are shown through simulation and experiment results. 展开更多
关键词 Line-of-sight(los) path following SIDESLIP snake robot
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改进Basic Theta^(*)中LOS算法的任意角度路径规划
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作者 陈正泽 彭力 戴菲菲 《计算机科学与探索》 CSCD 北大核心 2023年第4期837-847,共11页
针对传统A^(*)算法在进行机器人路径规划时,生成的路径只能沿网格方向进行,带来冗余路径的产生,导致规划的路径非最优路径等问题,提出了一种对A^(*)算法的改进策略。首先,设计Basic Theta^(*)算法,改进A*算法的搜索方式,通过引入视线算... 针对传统A^(*)算法在进行机器人路径规划时,生成的路径只能沿网格方向进行,带来冗余路径的产生,导致规划的路径非最优路径等问题,提出了一种对A^(*)算法的改进策略。首先,设计Basic Theta^(*)算法,改进A*算法的搜索方式,通过引入视线算法(LOS),增加搜索过程中非网格方向路径的选择,实现任意角度的路径规划;其次,对Basic Theta^(*)算法中的LOS进行改进,提出一种基于网格中心点的视线检测算法,提高Basic Theta_(*)算法规划路径的可实现性。为了验证改进A^(*)算法和改进Basic Theta^(*)算法的效果,在五种不同尺寸的栅格地图中进行仿真测试,仿真结果表明,改进后的A^(*)算法能够在运行时间基本不变的情况下实现路径沿任意角度进行,打破网格的限制,剔除冗余路径,降低路径长度,路径长度的缩减率可达到8%;改进的Basic Theta^(*)算法在保证路径长度基本不变的情况下,能够有效优化传统Basic Theta^(*)算法路径中存在的不符合机器人运动学的路径,同时缩短Basic Theta^(*)算法的运行时间,提高算法的运行效率,规划的路径能够满足机器人运动的实际要求。 展开更多
关键词 路径规划 Basic Theta^(*)算法 任意角度路径 改进los
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Effect of Management Maturity Levels on Inter-organizational Management in Value Chain Relations
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作者 Jaewook Kim Takayuki Asada Hirohisa Hirai 《Journal of Modern Accounting and Auditing》 2016年第2期119-126,共8页
This paper explains the current state of management control problems in inter-organizational relationships. There is a growing consensus that having cooperative relations with other organizations, building strategic s... This paper explains the current state of management control problems in inter-organizational relationships. There is a growing consensus that having cooperative relations with other organizations, building strategic supply chain relations, and establishing appropriate subsidiary-parent company relations are major components of a competitive strategy to increase organizational productivity and profitability. In this regard, we present samples collected from 60 Japanese companies, and provide a case study on the use of inter-organizational management control systems (MCSs) by a large Japanese manufacturing company. The findings show how a company can design its organizational structure in order to realize its strategies and achieve its goals. Further, the case study shows the importance of management control factors that are associated with activities in inter-organizational value chain relations. In particular, high management maturity in information management, cultural management, and structural management are identified as key factors for the integration of strategy with sustainable inter-organizational management. 展开更多
关键词 inter-organizational management maturity analysis case study
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Inter-Organizational Conflict (IOC) in Building Refurbishment Projects;an Exploratory Factor Analysis (EFA) approach
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作者 Adel Noori Nazanin Nafisi +1 位作者 Mohamadreza Mokariantabari 《Journal of Construction Research》 2020年第1期29-36,共8页
Over the past years,there has been an expanding intrigued in building refurbishment projects because of the alter in financial conditions and the accentuation on sustainable development.Increasing demand for building ... Over the past years,there has been an expanding intrigued in building refurbishment projects because of the alter in financial conditions and the accentuation on sustainable development.Increasing demand for building refurbishment projects will lead to an increase in organizational interactions in the construction works as building refurbishment works involve interactions among many different organizations and it can cause Inter-Organizational conflict(IOC)among organizations involved in projects.This paper adopted an Exploratory Factor Analysis(EFA)approach to analyses IOC in building refurbishment projects.For this study,a fivepoint Likert Scale was adopted to ensure the instruments of the study are reliable.The researcher ultimately sent questionnaires as a web-link and email invitation to 1050 construction firms and 733 architectural firms.The questionnaire sent to managers and professionals from construction and architectural firms in Malaysia.Finally,one-hundred-seventy-nine(179)refurbishment projects formed a database for this paper.The finding of this paper shows the IOC factors that contribute to the improve the performance of building refurbishment project can be conflict during the construction stage,conflict between the client and the consultant,task expectations,basic responsibilities,final duration,project’s goals,conflict between the client and the contractor,final cost,final quality,standards of behaviors,conflict between the contractor and the consultant,interference and conflict during the design stage. 展开更多
关键词 Building refurbishment project inter-organizational Conflict(IOC) UNCERTAINTY Exploratory Factor Analysis(EFA) Existing building
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转LOS5玉米的大田抗旱性鉴定 被引量:9
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作者 刘成 杨炳鹏 +10 位作者 孙宝成 章家长 唐怀君 王天宇 张登峰 谢小清 石云素 宋燕春 杨小红 黎裕 李建生 《中国农业科学》 CAS CSCD 北大核心 2016年第23期4469-4479,共11页
【目的】培育转基因抗旱玉米新品种是解决玉米生产问题的重要途径。通过鉴定和分析拟南芥LOS5转入玉米后对玉米田间抗旱性的影响,筛选抗旱性突出的转LOS5的玉米株系用于抗旱育种。【方法】在150、225、300、375、450和600 mm(CK)梯度灌... 【目的】培育转基因抗旱玉米新品种是解决玉米生产问题的重要途径。通过鉴定和分析拟南芥LOS5转入玉米后对玉米田间抗旱性的影响,筛选抗旱性突出的转LOS5的玉米株系用于抗旱育种。【方法】在150、225、300、375、450和600 mm(CK)梯度灌水胁迫处理条件下,大田鉴定8个转LOS5玉米株系及其受体郑58的抗旱性,测定产量和其他农艺性状的变化,明确LOS5在提高玉米抗旱性方面的主要田间表现形式,同时筛选抗旱性显著优于受体的转基因株系。【结果】随着累计灌水量600—150 mm逐渐降低,9个试验材料的产量和抗旱性均相应下降。8个转基因玉米株系的产量在225—450 mm灌水范围内均显著高于受体郑58,且在正常灌水600 mm的一半处理(300 mm)时差异最大化。300 mm灌水处理中,8个转基因株系的抗旱性指数为0.56—0.70,显著高于受体郑58(0.5),抗旱性提高12%—40%。抗旱性从强到弱的材料顺序是T8920B6、T8920B2、T8920B7、T8920B5、T8020B1、T8920B4、T8920B3、T8920B8和受体郑58。营养体生长和发育方面,在灌水150—225 mm处理中,8个转基因材料灌浆末期的叶色SPAD值38.4—42.4,均极显著高于受体郑58(28.7—37.5),但地上部生物重量、株高和穗位高没有显著差异;果穗发育方面,在灌水150—225 mm处理中,8个转基因株系的穗重为42.3—61.6 g,穗长为10.9—13.1 cm,均极显著高于受体(36.4—40.7 g和8.5—11.8 cm),但轴重和穗粗的差异不显著;籽粒发育方面,8个转基因株系的穗粒数为86.6—182.6,行粒数为8.4—15.6,也显著高于受体的穗粒数57.3—83.2和行粒数4.9—7.1,但穗行数和百粒重差异不显著。【结论】LOS5转入受体郑58后,对转基因玉米开花前营养生长的影响较小,但在开花之后维持受旱玉米的穗长、行粒数和灌浆后期叶色等方面发挥了积极作用,使受旱玉米的穗重、穗粒数和产量保持在相对较高的水平,从而提高了玉米的抗旱性;LOS5转基因玉米株系的抗旱性均高于受体郑58,但抗旱性提高程度有显著差异,对不同转化株系进行大田抗旱性鉴定和筛选是十分必要的;正常灌水量一半的胁迫强度能最大化玉米抗旱性的差异,有利于鉴定和筛选出有利用价值的转基因材料。 展开更多
关键词 玉米 los5 抗旱性 转基因
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美国Los Altos学区视频教育案例分析及其启示 被引量:8
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作者 关博 张楠楠 《中国电化教育》 CSSCI 北大核心 2014年第12期104-108,共5页
该文以美国加利福尼亚州Los Altos学区为例,对可汗学院在数学课堂教学中的实践应用进行了研究。文章首先对Los Altos学区数学视频教学试验的实施背景、实施过程、实施效果三方面进行了案例分析,最后总结出试验现存的一些问题与不足之处... 该文以美国加利福尼亚州Los Altos学区为例,对可汗学院在数学课堂教学中的实践应用进行了研究。文章首先对Los Altos学区数学视频教学试验的实施背景、实施过程、实施效果三方面进行了案例分析,最后总结出试验现存的一些问题与不足之处,进而为可汗学院在我国课堂教学中的创新性应用提出可借鉴的经验与启示:改进视频录制方式,将学科体系化整为零,建立具有内在逻辑关系的知识结构网络图;建立学习进程数据库和分析评价体系,对学习过程进行跟踪对比,从而给予学习者有针对性的指导;视频课程需要为学习者提供反馈及相应交互活动,实现双向交流与互动。 展开更多
关键词 可汗学院 los Altos学区 视频教育
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智利劳斯奎洛斯(Los Quilos)铜矿床地质特征及找矿标志 被引量:8
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作者 李建旭 郑厚义 高海鸥 《地质找矿论丛》 CAS CSCD 2011年第1期85-89,118,共6页
智利劳斯奎洛斯(Los Quilos)铜矿床赋存于下白垩统Los Chilcas单元钙碱性安山岩及安山质熔结角砾岩中,矿体呈脉状、似脉状、透镜状,形成群脉状分布的多个矿化中心。矿体受走滑剪切的NW向、SN向、NE向断裂控制,断裂及微裂隙的高渗透系统... 智利劳斯奎洛斯(Los Quilos)铜矿床赋存于下白垩统Los Chilcas单元钙碱性安山岩及安山质熔结角砾岩中,矿体呈脉状、似脉状、透镜状,形成群脉状分布的多个矿化中心。矿体受走滑剪切的NW向、SN向、NE向断裂控制,断裂及微裂隙的高渗透系统成为热液流体的流动通道和成矿空间。矿物组成主要为斑铜矿、辉铜矿,黄铜矿;以矿体为中心,内带为斑铜矿-辉铜矿-赤铁矿,外侧及向深部为黄铜矿及黄铁矿。区域蚀变普遍,有赤铁矿化、青磐岩化、钠化等;与铜矿化有关的蚀变作用为硅化、碳酸盐化或绿泥石化、赤铁矿化,钠化或钾化。找矿标志为中生界火山-沉积岩系、高渗透构造带、孔雀石化蚀变等特征。 展开更多
关键词 劳斯奎洛斯(los Quilos)铜矿床 曼陀型矿床 勘查模式 找矿标志 智利
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不结球白菜BrLOS2基因cDNA全序列克隆及结构特征分析 被引量:1
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作者 蒋芳玲 侯喜林 +1 位作者 史公军 崔秀敏 《南京农业大学学报》 CAS CSCD 北大核心 2007年第3期27-32,共6页
利用RT-PCR和5′/3′RACE方法,从不结球白菜冷诱导12 h的根中,克隆到1个冷适应相关基因BrLOS2,Gen-Bank登录号DQ334724,其cDNA全长1 666 bp,含有1 335 bp的完整开放阅读框,编码444个氨基酸。BrLOS2基因与芜菁、甘蓝型油菜、拟南芥等物... 利用RT-PCR和5′/3′RACE方法,从不结球白菜冷诱导12 h的根中,克隆到1个冷适应相关基因BrLOS2,Gen-Bank登录号DQ334724,其cDNA全长1 666 bp,含有1 335 bp的完整开放阅读框,编码444个氨基酸。BrLOS2基因与芜菁、甘蓝型油菜、拟南芥等物种的烯醇酶基因有80%以上的同源性,有1个烯醇酶N端结构域、1个烯醇酶结构域和保守的DNA结合域。二级结构及三维结构分析表明,BrLOS2具有许多其他LOS家族的共同特性。 展开更多
关键词 不结球白菜 los基因 CDNA 克隆
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LOS/NLOS混合环境中基于交互式多模型的鲁棒目标跟踪 被引量:2
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作者 欧阳宁烽 周彦 徐建闽 《计算机应用研究》 CSCD 北大核心 2013年第11期3465-3468,共4页
针对视距(line-of-sight,LOS)和非视距(none-line-of-sight,NLOS)混合环境的定位跟踪问题,提出一种基于扩展H∞滤波(EHF)和扩展卡尔曼滤波(EKF)的交互式多模型(IMM)定位跟踪算法。目标与基站之间的LOS、NLOS传输信道分别用EKF和EHF匹配... 针对视距(line-of-sight,LOS)和非视距(none-line-of-sight,NLOS)混合环境的定位跟踪问题,提出一种基于扩展H∞滤波(EHF)和扩展卡尔曼滤波(EKF)的交互式多模型(IMM)定位跟踪算法。目标与基站之间的LOS、NLOS传输信道分别用EKF和EHF匹配,模型间的转换用马尔可夫过程进行描述。Monte Carlo仿真结果表明,该算法具有较高的定位精度、较好的跟踪稳定性,且计算时间与基于EKF的IMM算法相当,具有较好的可实现性。 展开更多
关键词 目标跟踪 扩展H∞滤波 扩展卡尔曼滤波 交互式多模型 los Nlos混合环境
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LOS/NLOS环境中融合TOA与RSSI的IMM目标跟踪 被引量:2
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作者 周彦 欧阳宁烽 +1 位作者 盛权 胡岚 《计算机工程与应用》 CSCD 2013年第22期55-58,62,共5页
针对视距(Line-of-sight,LOS)和非视距(None-line-of-sight,NLOS)混合环境中的运动目标跟踪问题,提出一种基于TOA(到达时间)与RSS(I接收信号强度)测量融合的交互式多模型(Interacting Multiple Model,IMM)鲁棒跟踪算法。目标与基站之间... 针对视距(Line-of-sight,LOS)和非视距(None-line-of-sight,NLOS)混合环境中的运动目标跟踪问题,提出一种基于TOA(到达时间)与RSS(I接收信号强度)测量融合的交互式多模型(Interacting Multiple Model,IMM)鲁棒跟踪算法。目标与基站之间的LOS、NLOS传输分别用扩展卡尔曼滤波(EKF)和扩展H$滤波(EHF)进行匹配,并采用马尔可夫过程对模型间的转换进行描述。Monte Carlo仿真结果表明,与单纯TOA测量跟踪相比,该算法具有较高的定位精度和较好的跟踪稳定性,且计算复杂度相当,具有较好的可实现性。 展开更多
关键词 目标跟踪 扩展H∞滤波 扩展卡尔曼滤波 交互式多模型 los Nlos混合环境 TOA—RSSI
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基于UWB与PDR的井下人员融合定位方法
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作者 贾宇涛 李冠华 +3 位作者 潘红光 陈海舰 魏绪强 白俊明 《工矿自动化》 CSCD 北大核心 2024年第6期96-102,135,共8页
现有超宽带(UWB)与行人航位推算(PDR)融合定位方法大多忽略了非视距(NLOS)环境下的定位误差校正,以简单的阈值划分作为NLOS环境判断依据,而阈值划分在很大程度上与定位场景及场地大小相关。针对上述问题,提出一种考虑NLOS环境的基于UWB... 现有超宽带(UWB)与行人航位推算(PDR)融合定位方法大多忽略了非视距(NLOS)环境下的定位误差校正,以简单的阈值划分作为NLOS环境判断依据,而阈值划分在很大程度上与定位场景及场地大小相关。针对上述问题,提出一种考虑NLOS环境的基于UWB与PDR的井下人员融合定位方法。首先,利用UWB技术进行井下人员位置解算,通过三边定位算法得到人员初步位置后,使用最小二乘法对位置进行优化,通过多项式拟合实现NLOS环境下基站和标签之间实际值和测量值之间的拟合,减小NLOS环境下的测距误差,提高定位精度。其次,采用PDR算法对步态进行识别和分析,PDR算法使用惯性导航传感器采集的步态数据,通过步态识别、步长估计和方向估计,实现目标位置的更新;然后,通过卷积神经网络(CNN)-长短期记忆(LSTM)网络分析信道脉冲响应(CIR)特征,实现视距(LOS)/NLOS识别,解决NLOS环境判断存在场景限制的问题;最后,根据LOS/NLOS识别结果确定融合系数,实现UWB和PDR定位结果融合。测试结果表明:多项式拟合后UWB平均测距误差降低0.59 m;LOS/NLOS识别的平均准确率为95.3%,召回率和F1分数均在90%以上,验证了CNNLSTM具有较好的识别效果;融合定位方法的平均误差为0.31 m,较UWB降低1.57 m,较PDR降低1.41 m。 展开更多
关键词 井下人员定位 UWB 行人航位推算 PDR 融合定位 非视距环境 最小二乘法 多项式拟合 CNN-LSTM los Nlos
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水上应急救援无人船关键技术应用及实验研究 被引量:1
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作者 杨飞 王国永 《科技创新与应用》 2024年第4期50-54,共5页
为了确保水上应急救援的及时性和可靠性,提高水上应急救援装备的智能化水平,提出一种水上应急救援无人船系统。首先提出落水人员识别模块,基于深度学习的单阶段检测算法,选择YOLOv5作为救援目标检测的网络模型,能够实现目标精准检测;以... 为了确保水上应急救援的及时性和可靠性,提高水上应急救援装备的智能化水平,提出一种水上应急救援无人船系统。首先提出落水人员识别模块,基于深度学习的单阶段检测算法,选择YOLOv5作为救援目标检测的网络模型,能够实现目标精准检测;以针孔相机模型的定位算法,定位落水人员的位置;在此基础上研究自主导航模块,通过LOS制导算法,实现应急救援无人船的自主导航和避障,通过轨迹跟踪实验,达到较好的跟踪效果;最后设计的自动救援模块,当距离目标点1 m范围内由救生系统抛掷救生圈实现救援。实验结果表明,能够满足江河湖泊应急救援的需求,提高救援行动的成功率。 展开更多
关键词 应急救援 无人船 落水人员识别 深度学习 los制导
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Stress tensors and quantification of fracture patterns to analyze connectivity and potential fluid flow in a mesa landform of the Northern Andes
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作者 GARCÍA-ARIAS Sergio VELANDIA Francisco +3 位作者 ALVAREZ Angélica SANABRIA-GÓMEZ JoséD TARAZONA Yessenia VARGAS María Camila 《Journal of Mountain Science》 SCIE CSCD 2024年第1期271-291,共21页
This work applies stress tensors inversions and quantification of fracture patterns along the Mesa de Los Santos, in the Eastern Cordillera of Colombia, to better understand the potential fluid flow. It thus contribut... This work applies stress tensors inversions and quantification of fracture patterns along the Mesa de Los Santos, in the Eastern Cordillera of Colombia, to better understand the potential fluid flow. It thus contributes to the conceptual hydrogeological model. The area was subdivided into three blocks, separated by the NW Potreros and the Los Santos faults, having minor inner faults of different orientations. This separation facilitates the analysis of the fractures measured in the field, which in general show high dip angles and a conjugate geometry in the northern block, tension fractures(Mode I) in the central block, and a random distribution in the southwestern block. WinTensor treatment of slickensides yielded a maximum horizontal stress(SHmax) of 111o, which coincides with the WNW-ESE tensor observed from the conjugate and tension joints. We then used Frac Pa Q to generate interpolation maps of fracture intensity and density. The maps show the highest values in the central block and the lowest in the northern block,where the precipitation is higher, causing intensive rock weathering and homogenization of the fracture planes. Although the highest values of connectivity by line are found to the south of the mesa, we suggest the possibility of greater flow from the recharge zone(NE) along bedding planes and open NW-SE fractures. 展开更多
关键词 Mesa de los Santos Colombia Win-Tensor FracPaQ Strike-slip faults Fractured aquifers
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基于改进YOLOv5的仓储物体检测研究
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作者 刘庭浔 王飞 +1 位作者 刘旭 蔡晨文 《电子测量技术》 北大核心 2024年第14期149-158,共10页
针对仓储复杂多样的环境以及对仓储物体传统检测模型性能较低的问题,本文基于PaddlePaddle框架,提出一种改进YOLOv5的仓储物体检测模型YOLOv5-CE。首先,为提高在复杂多样环境下对仓储物体检测,采用ConvNeXt网络替换原YOLOv5的主干网络,... 针对仓储复杂多样的环境以及对仓储物体传统检测模型性能较低的问题,本文基于PaddlePaddle框架,提出一种改进YOLOv5的仓储物体检测模型YOLOv5-CE。首先,为提高在复杂多样环境下对仓储物体检测,采用ConvNeXt网络替换原YOLOv5的主干网络,以提高对中小型仓储物体的特征提取能力;其次,为提高模型的收敛速度和物体的检测精度,采用EIoU Loss代替原模型的损失函数;最后,通过利用自制仓储训练集进行多模型对比实验。实验结果表明,在对货物(cargo)、托盘(tray)、叉车(forklift)进行检测时,改进后的模型平均检测精度均值(mAP@0.5:0.95)达到89.8%,相比原YOLOv5提升1.1%,其中在小尺度仓储物体上,提升4.2%;在中、大尺度仓储物体检测上,皆提升1%;对于小仓储物体检测的平均召回率由61.1%提升至66.8%。与YOLOv6、YOLOX、YOLOv7、Faster R-CNN等其他模型相比,YOLOv5-CE均体现出更好的精度。同时,相比上述模型,YOLOv5-CE在模型参数量、检测速度以及检测精度上,也取得良好的平衡,能够较好地满足对不同大小、不同种类仓储物体的精准检测。 展开更多
关键词 仓储物体检测 YOLOv5 PaddlePaddle ConvNeXt EIoU los
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