系统仿真学报 ›› 2026, Vol. 38 ›› Issue (7): 1815-1831.doi: 10.16182/j.issn1004731x.joss.25-0771
刘瑞华1, 王同伟1, 马赞2
收稿日期:2025-08-14
修回日期:2025-09-30
出版日期:2026-07-28
发布日期:2026-07-31
通讯作者:
王同伟
第一作者简介:刘瑞华(1965-),男,教授,博士,研究方向为卫星导航、惯性导航与组合导航。
基金资助:Liu Ruihua1, Wang Tongwei1, Ma Zan2
Received:2025-08-14
Revised:2025-09-30
Online:2026-07-28
Published:2026-07-31
Contact:
Wang Tongwei
摘要:
针对传统文档设计方法难以有效捕捉BDSBAS (BeiDou satellite-based augmentation system)机载接收机在进近阶段所需的导航精度与完好性保障中的动态特性与内部交互,易导致设计偏离实际需求、影响系统性能的问题,引入基于模型的系统工程(model-based systems engineering, MBSE)方法。建立涵盖系统需求分析、行为描述、结构设计及参数约束的多维度系统架构模型。以北斗星基增强系统为对象,提出了一种关于所需导航性能(required navigation performance, RNP)的系统建模语言与MATLAB的联合仿真方法,建立从模型设计到动态性能仿真的闭环验证机制。仿真实验结果表明:该方法不仅能弥补传统设计方法在系统功能交互性和动态性能验证方面的不足,还能支持BDSBAS机载接收机在飞机进近阶段RNP运行要求。
中图分类号:
刘瑞华,王同伟,马赞 . BDSBAS机载接收机的MBSE设计及进近阶段运行仿真[J]. 系统仿真学报, 2026, 38(7): 1815-1831.
Liu Ruihua,Wang Tongwei,Ma Zan . MBSE Design and Approach-phase Operational Simulation of BDSBAS Airborne Receiver[J]. Journal of System Simulation, 2026, 38(7): 1815-1831.
| [1] | 邵搏, 丁群, 张键, 等. 国际星基增强系统发展现状及趋势[J]. 全球定位系统, 2024, 49(5): 3-9. |
| Shao Bo, Ding Qun, Zhang Jian, et al. Development Status and Trend of International Satellite Based Augmentation Systems[J]. GNSS World of China, 2024, 49(5): 3-9. | |
| [2] | RTCA SC-159. DO-229E, Minimum Operational Performance Standard for Global Positioning System/Wide Area Augmentation System Airborne Equipment [S]. Washington DC: RTCA, 2016. |
| [3] | ICAO. Annex 10-aeronautical Telecommunications Volume Ι Radio Navigation Aids(Seventh Edition) : [S]. Montreal : International Civil Aviation Organization, 2018. |
| [4] | 陈忠贵, 武向军. 北斗三号卫星系统总体设计[J]. 南京航空航天大学学报, 2020, 52(6): 835-845. |
| Chen Zhonggui, Wu Xiangjun. General Design of the Third Generation BeiDou Navigation Satellite System[J]. Journal of Nanjing University of Aeronautics & Astronautics, 2020, 52(6): 835-845. | |
| [5] | 国家市场监督管理总局, 国家标准化管理委员会. 北斗星基增强系统单频增强服务机载设备最低性能规范: [S]. 北京: 中国标准出版社, 2023. |
| State Administration for Market Regulation, National Standardization Administration. Minimum Operational Performance Standard for Airborne Equipment of BeiDou Satellite-based Augmentation System Single Frequency Augmentation Service: [S]. Beijing: Standards Press of China, 2023. | |
| [6] | 倪育德, 闫苗玉, 刘瑞华. BDSBAS单频增强服务性能评估及分析[J]. 江苏大学学报(自然科学版), 2024, 45(5): 556-564. |
| Ni Yude, Yan Miaoyu, Liu Ruihua. Performance Evaluation and Analysis of BDSBAS Single Frequency Augmentation Service[J]. Journal of Jiangsu University(Natural Science Edition), 2024, 45(5): 556-564. | |
| [7] | 杨秋莲, 赵镇, 胡志刚. 北斗三号SBAS B1c格网电离层算法修正分析[J]. 大地测量与地球动力学, 2021, 41(9): 916-919. |
| Yang Qiulian, Zhao Zhen, Hu Zhigang. Analysis of SBAS B1c Grid Ionospheric Algorithm Correction for BDS-3[J]. Journal of Geodesy and Geodynamics, 2021, 41(9): 916-919. | |
| [8] | 刘瑞华, 席泽谱, 吕吉方. BDSBAS完好性保护级分析与研究[J]. 航天控制, 2020, 38(4): 28-33. |
| Liu Ruihua, Xi Zepu, Jifang Lü. Analysis and Research of BDSBAS Integrity Protection Level[J]. Aerospace Control, 2020, 38(4): 28-33. | |
| [9] | Chen Shanshan, Gao Weiguang, Li Min, et al. Single Frequency Service Performance of BDSBAS: Models and Assessment[J]. GPS Solutions, 2025, 29(3): 89. |
| [10] | Gao Weiguang, Cao Yueling, Liu Cheng, et al. Construction Progress and Aviation Flight Test of BDSBAS[J]. Remote Sensing, 2022, 14(5): 1218. |
| [11] | Xin Jie, Guo Rui, Chen Jinping, et al. Performance Analysis of the BDSBAS-B1C Message in Trial Operation Stage[J]. Scientific Reports, 2023, 13(1): 6043. |
| [12] | Timperley L R, Berthoud L, Snider C, et al. Assessment of Large Language Models for Use in Generative Design of Model Based Spacecraft System Architectures[J]. Journal of Engineering Design, 2025, 36(4): 550-570. |
| [13] | Henderson K, Salado A. Value and Benefits of Model-based Systems Engineering (MBSE): Evidence from the Literature[J]. Systems Engineering, 2021, 24(1): 51-66. |
| [14] | Wang Fanyu, Zhao Yang, He Jinyu, et al. Integrating Reliability Analysis into MBSE for FPGA-based Safety Critical I&C System Design in Nuclear Power Plants[J]. Kerntechnik, 2024, 89(4): 529-546. |
| [15] | 张玉金, 黄博, 廖文和. 面向场景的航空发动机基于模型的系统工程设计[J]. 计算机集成制造系统, 2021, 27(11): 3093-3102. |
| Zhang Yujin, Huang Bo, Liao Wenhe. MBSE Unified Modeling and Design Method of Commercial Aeroengine for Operation Scenario[J]. Computer Integrated Manufacturing Systems, 2021, 27(11): 3093-3102. | |
| [16] | 王乾, 郑党党, 佟瑞庭, 等. 基于MBSE的民机飞行控制系统架构设计[J]. 系统工程与电子技术, 2024, 46(9): 3050-3059. |
| Wang Qian, Zheng Dangdang, Tong Ruiting, et al. Design of Civil Aircraft Flight Control System Architecture Based on MBSE[J]. Systems Engineering and Electronics, 2024, 46(9): 3050-3059. | |
| [17] | 赵良玉, 叶俊杰, 何琪, 等. 基于MBSE的民机起飞场景仿真[J]. 系统仿真学报, 2021, 33(10): 2499-2510. |
| Zhao Liangyu, Ye Junjie, He Qi, et al. Simulation of Civil Aircraft Take off Scenario Based on MBSE[J]. Journal of System Simulation, 2021, 33(10): 2499-2510. | |
| [18] | 陈志兵, 邬恒, 罗战虎, 等. 基于MBSE的对流层飞艇运行概念研究[J]. 系统工程与电子技术, 2024, 46(3): 1004-1012. |
| Chen Zhibing, Wu Heng, Luo Zhanhu, et al. Research on the Concept of Operation for Tropospheric Airship Based on MBSE[J]. Systems Engineering and Electronics, 2024, 46(3): 1004-1012. | |
| [19] | 武新峰, 彭祺擘, 黄冉, 等. 基于MBSE的运载火箭上升段逃逸救生策略[J]. 系统工程与电子技术, 2023, 45(4): 1121-1126. |
| Wu Xinfeng, Peng Qibo, Huang Ran, et al. Escape and Rescue Strategy of Launch Vehicle Ascending Section Based on MBSE[J]. Systems Engineering and Electronics, 2023, 45(4): 1121-1126. | |
| [20] | 张绍杰, 李正强, 海晓航, 等. 基于MBSE的民用飞机安全关键系统设计[J]. 中国科学(技术科学), 2018, 48(3): 299-311. |
| Zhang Shaojie, Li Zhengqiang, Xiaohang Hai, et al. Safety Critical Systems Design for Civil Aircrafts by Model Based Systems Engineering[J]. Scientia Sinica(Technologica), 2018, 48(3): 299-311. | |
| [21] | 尚佳策, 张锐, 戴娅, 等. 基于MBSE的低轨通信卫星需求分析与总体设计建模方法[J/OL]. 系统仿真学报. (2025-04-03) [2025-06-14]. . |
| Shang Jiace, Zhang Rui, Dai Ya, et al. Requirement Analysis and Overall Design Method of Low Earth Orbit Communication Satellite Based on MBSE[J/OL]. Journal of System Simulation. (2025-04-03) [2025-06-14].. | |
| [22] | 曹晞, 刘波, 苏炳志, 等. 基于MBSE和VAPS的民用直升机显控系统设计与验证[J]. 系统仿真学报, 2025, 37(3): 704-717. |
| Cao Xi, Liu Bo, Su Bingzhi, et al. Design and Verification of Display and Control System Based on MBSE and VAPS for Civil Helicopter[J]. Journal of System Simulation, 2025, 37(3): 704-717. | |
| [23] | 初建杰, 原炳坤, 王刚, 等. 基于SysML的载人月球探测任务人-系统整合设计研究[J]. 机械设计, 2025, 42(7): 213-218. |
| Chu Jianjie, Yuan Bingkun, Wang Gang, et al. SysML Based Human-system Integration Design for Manned Lunar Exploration Mission[J]. Journal of Machine Design, 2025, 42(7): 213-218. | |
| [24] | INCOSE. System Engineering Handbook——A Guide for System Life Cycle Processes and Activities[M]. 4th ed. New Jersey: Wiley, 2015: 141-144. |
| [25] | Zhang Zhetao, Wang Hao. Integrated BeiDou Satellite-based Augmentation System Framework Combining B2a and B1C Services[J]. GPS Solutions, 2025, 29(2): 74. |
| [26] | Lee Hak-Beom, Kwon Ki-Ho, Won Jong-Hoon. Feasibility Analysis of GPS L2C Signals for SSV Receivers on SBAS GEO Satellites[J]. Remote Sensing, 2022, 14(21): 5329. |
| [27] | Bank Dirk, Blumrich Felix, Kress Philipp, et al. A Systems Engineering Approach for a Dynamic Co-simulation of a SysML Tool and Matlab[C]//2016 Annual IEEE Systems Conference (SysCon). Piscataway: IEEE, 2016: 1-6. |
| [28] | Akundi A, Lopez V. A Review on Application of Model Based Systems Engineering to Manufacturing and Production Engineering Systems[J]. Procedia Computer Science, 2021, 185: 101-108. |
| [29] | Syukria K, Endah D, Muhayatun, et al. Fe, Se and Zn Content in Spinach from Java Island[J]. Annals of Nutrition and Metabolism, 2019, 75: 243. |
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