Hanying Xu , Min Li , Yunbin Yuan , Ting Zhang , Wenyao Zhang
{"title":"Performance of BDGIM, Klobuchar, NTCM-G and NeQuick-G models during 25TH solar cycle","authors":"Hanying Xu , Min Li , Yunbin Yuan , Ting Zhang , Wenyao Zhang","doi":"10.1016/j.asr.2025.02.053","DOIUrl":"10.1016/j.asr.2025.02.053","url":null,"abstract":"<div><div>The ionospheric delay in Global Navigation Satellite System (GNSS) constitutes the majority of error sources in navigation and positioning and affects the accuracy for single-frequency (SF) users. Unlike dual-frequency users who reduce ionospheric delay by using the ionospheric elimination combination, SF users need to use external data sources such as the global broadcast ionospheric model to reduce the ionospheric delay. Moreover, with the arrival of 25th solar cycle, the increasing of solar activity level is further affecting the performance of ionospheric correction. To conduct a comprehensive evaluation of ionospheric models during the 25th solar cycle, we assessed four models: three operational models recommended by interface control documents (BDGIM, GPS Klobuchar, and NeQuick-G), as well as the NTCM-G model, which is based on Galileo broadcast coefficients. Our analysis utilized datasets from both continental and oceanic regions over the period from January 2020 to December 2023. For continental regions, the GNSS TEC data obtained from 33 individual monitoring stations are used as a reference data source. For oceanic regions, the TEC data obtained from JASON-3 altimeters are selected as the reference value. According to the comparison between JASON-3 TEC dataset and TEC dataset obtained from the four tested ionospheric models, the assessment demonstrates that the performances of tested models are strongly affected by solar activity. Specifically, BDGIM, Klobuchar, NTCM-G and NeQuick-G exhibit the RMS values of 4.36, 5.67, 5.06 and 5.84 TECU in low solar activity in 2020, and 9.99, 13.44, 10.64 and 9.50 TECU in high solar condition in 2023, respectively. In addition, as the validation against International GNSS Service (IGS) final Global Ionospheric Maps (GIMs) products shows, the average global RMS values of BDGIM, Klobuchar, NTCM-G and NeQuick-G are 5.23, 8.43, 4.95 and 6.22 TECU, respectively. BDGIM performs the best in low latitudes, NeQuick-G shows the highest accuracy in the northern mid to high latitude regions, NTCM-G exhibits the best performance in southern mid and high latitudes, and Klobuchar performs the worst across all latitudes.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7654-7667"},"PeriodicalIF":2.8,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Multifractal analysis of ionospheric F-layer dynamics at Jataí (lat. 17°52′. long. 51°43′), Brazil","authors":"M.J.A. Bolzan, E.A. Barbosa, P.R. da Silva","doi":"10.1016/j.asr.2025.02.043","DOIUrl":"10.1016/j.asr.2025.02.043","url":null,"abstract":"<div><div>The virtual height of the F-layer ionosphere, <span><math><mrow><mi>h</mi><mo>′</mo><mi>F</mi></mrow></math></span>, is an important parameter to study in order to gain insight into its variability over the course of a year. Accordingly, the multifractal formalism was employed over the course of a year’s data set to gain insight into the underlying physical processes occurring in an environment characterised by significant intermittent activity. Moreover, the multifractal approach applied to this data demonstrates that measuring intermittency phenomena at different scales is crucial. The ionosphere layer consistently exhibits multifractal characteristics, irrespective of the energy source of the physical system, including coronal mass ejection (CME), planetary waves (PW), gravity waves (GW), and others. This evidence indicates that the ionosphere layer is also in a state out of equilibrium system, similar to that observed in the magnetosphere.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7645-7653"},"PeriodicalIF":2.8,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lingyu Bi , Chengzhi Sun , Xinying Wu , Shen Qiao , Zihao Li , Hongzhou Li
{"title":"Settlement monitoring and prediction using network model and time-series InSAR in large-scale land creation areas: A case study of yan’an New Area, China","authors":"Lingyu Bi , Chengzhi Sun , Xinying Wu , Shen Qiao , Zihao Li , Hongzhou Li","doi":"10.1016/j.asr.2025.02.057","DOIUrl":"10.1016/j.asr.2025.02.057","url":null,"abstract":"<div><div>At present, there are fewer studies on the monitoring of surface settlement caused by large-scale land creation projects and the detection and identification of potential engineering landslides, and the traditional ground settlement simulation and prediction model based on the need for a large amount of hydrogeological data and measured data, which is difficult to simulate and predict the deformation of the landslides of the land creation projects affected by a variety of factors. In this paper, we obtain the ground deformation rate field information of Yan’an New Area, Shaanxi Province, based on the Small Baseline Subsets-Interferometric Synthetic Aperture Radar (SBAS-InSAR) technology, and analyze the causes of subsidence in the study area using multi-source remote sensing data; combining the optical image and exponential model, we detect and identify the engineering landslides in Yan’an New Area. In addition, we considered the effects of stratigraphic lithology, filling depth, surface temperature, precipitation and soil moisture on landslide deformation, and combined the Particle Swarm Optimization-Back Propagation (PSO-BP) neural network model to predict the time-series deformation values of landslides. The study shows that: (1) the ground settlement in Yan’an New Area after the mountain filling and city building project is mainly distributed in the filling area, and the radar line-of-sight deformation rate of Yan’an New Area from 2019 to 2022 is −44.92 ∼ 19.24 mm/a, mainly distributed in the center of Qiaoergou, Gaojiagou, and Tanyaogou area. (2) There is a high correlation between the ground settlement in Yan’an New Area and the project filling area, with an overlap of 92.44 %, in addition to the change in land use classification in the study area and the building loads also have some influence. (3) Fifteen potentially hazardous subsidence landslides in Yan’an New Area were accurately identified during the study period, and the correlation between the rate of landslide subsidence and the depth of fill reached 0.89. In addition to precipitation, changes in soil moisture and surface temperature can accelerate the subsidence of engineered landslides. (4) The PSO-BP models developed using a combination of stratigraphic lithology, filling depth, precipitation, surface temperature and soil moisture data outperform PSO-BP models using only precipitation data, and the correlation coefficient (R<sup>2</sup>) obtained is 0.96, the mean absolute value of the error (MAE) is 0.66 mm, and the root-mean-square error (RMSE) is 0.76 mm, which can predict the settlement of the landslides of the long-time sequence project effectively. This study can provide reliable technology support for the prevention and control of surface and landslides settlement in large-scale land creation areas.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7150-7167"},"PeriodicalIF":2.8,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143907539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Carlo Calatroni, Gilles Métris, Clément Courde, Duy-Hà Phung, Julien Chabé, Mourad Aimar, Nicolas Maurice, Hervé Mariey
{"title":"A new model to predict Ajisai satellite reflected sunlight flashes and application to the determination of its rotation parameters.","authors":"Carlo Calatroni, Gilles Métris, Clément Courde, Duy-Hà Phung, Julien Chabé, Mourad Aimar, Nicolas Maurice, Hervé Mariey","doi":"10.1016/j.asr.2025.02.054","DOIUrl":"10.1016/j.asr.2025.02.054","url":null,"abstract":"<div><div>In this paper, we propose a model reproducing the sequences of flashes emitted by the Ajisai satellite by reflection of the sunlight on the mirrors all around its surface and received by an observing station. A decisive novelty was added by introducing the curvature of the mirrors, that allows the reconstruction of the observed light curve given the attitude of the satellite. Measurements of the Ajisai’s light flux have been acquired using a high frequency (5/10 kHz) linear-detection optical photometry technique from the MéO telescope at Grasse station on the Plateau de Calern site of Observatoire de la Côte d’Azur. A procedure to extract individual flashes from the observed flux and identify the associated mirror on which the reflection occurred has been developed. The analysis of the observed flashes confirmed the validity of the model and allowed us to reconstruct the attitude of the satellite. The satellite rotation has been expressed as a function of the rotation spin axis, the rotation period and the rotation angle around the axis. A method to determine each parameter directly from single pass observations is proposed to fully constrain the satellite attitude using photometry. A precise knowledge of the attitude of the satellite is essential to enable future interesting developments, among others, improving the precision of the synchronization of distant clocks by means of laser links involving Ajisai.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7327-7344"},"PeriodicalIF":2.8,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143907000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Improved GPS position time series analysis from static PPP with the modeling of multipath effect","authors":"Guo Chen, Jun Tao, Na Wei, Qile Zhao","doi":"10.1016/j.asr.2025.02.055","DOIUrl":"10.1016/j.asr.2025.02.055","url":null,"abstract":"<div><div>Multipath effect is a significant factor affecting positioning accuracy of Global Positioning System (GPS). Utilizing 4.5 years of measurements from 124 global stations of international GNSS service (IGS), we thoroughly assessed the impact of multipath on position time series, not only positioning accuracy, but also noise and seasonal signals. The influence of multipath on float precise point positioning (PPP) solutions is pronounced, with positioning discrepancy in the east, north, and vertical components of 2.4 mm, 0.6 mm, and 2.7 mm, respectively, even for 24-hour solution. The shortening 4-hour solutions further magnifies the impact of multipath correction, with discrepancy of 6.4 mm, 3.2 mm, and 9.3 mm. Accuracy of float PPP solutions is improved with multipath hemispherical map (MHM) correction, with more than 87.1 % of stations being better consistent with IGS products. In addition, MHM correction improves the ambiguity fixing rate by 1.1 %, 3.6 %, and 5.8 % for 24-hour, 8-hour, and 4-hour solutions, respectively. The advantages of MHM correction are also validated by the stacking solutions, and the white noise and colored noise for the 8-hour and 4-hour fixed PPP could be significantly reduced. Additionally, the amplitudes of the first ten GPS draconitic harmonics decrease by 26 % and 44 % for the 8-hour and 4-hour solutions, respectively, while the decrease for the 24-hour solutions is less than 1 %. The 68 % decrease in diurnal and semidiurnal amplitudes for 4-hour solutions with MHM correction indicates that the implementation of MHM correction for sub-daily geophysical loading studies requires further validation.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7135-7149"},"PeriodicalIF":2.8,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143907535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Efficient fuel-optimal multi-impulse orbital transfer via contrastive pre-trained reinforcement learning","authors":"He Ren, Haichao Gui, Rui Zhong","doi":"10.1016/j.asr.2025.02.049","DOIUrl":"10.1016/j.asr.2025.02.049","url":null,"abstract":"<div><div>Multi-impulse transfers between noncoplanar orbits are significant for on-orbit service spacecraft. This paper investigates the complex optimization problem of multi-impulse orbital transfer involving a chaser and a target. The chaser is subject to constraints on impulse magnitude and time, while the target may experience uncertain disturbances, causing it to deviate from the nominal orbit. The complexity of this problem imposes a significant computational burden on numerical methods, making it challenging for spacecraft to autonomously plan trajectory transfers in real time. To mitigate this burden, we propose a robust, fast, and autonomous algorithm for the optimization challenge, which can rapid plan transfer trajectories. Even if the terminal conditions suddenly change, our algorithm can quickly adjust the trajectory based on observed states without the need to completely re-plan. The algorithm comprises an intelligent trajectory generator and a Lambert transfer algorithm. The intelligent generator is based on a reinforcement learning (RL) method called contrastive-pre-trained Reinforcement Learning (CPRL), which emulates human learning habits to avoid the temporal credit assignment with long time horizons and sparse rewards during the training phase. When the chaser reaches an admissible range, determined by the impulse constraints and geometric relations of the conic curve, the algorithm adopts the Lambert transfer to complete the mission. Compared to traditional genetic and particle swarm algorithms, our method achieves a significant improvement in computational speed. Even with deviations, the average mission success rate remains at 96.8%. Numerical simulations confirm that our algorithm processes data quickly, can be deployed online, and is capable of handling various tasks in real time.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7377-7396"},"PeriodicalIF":2.8,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Matej Zigo, Jiří Šilha, Katarína Sabolová, Tomáš Hrobár
{"title":"Investigation of the space weathering rate of the geostationary satellites’ surface materials using BVRI photometry","authors":"Matej Zigo, Jiří Šilha, Katarína Sabolová, Tomáš Hrobár","doi":"10.1016/j.asr.2025.02.048","DOIUrl":"10.1016/j.asr.2025.02.048","url":null,"abstract":"<div><div>Our study explores space weathering and aging through the extended observation of geostationary satellites, especially those in long-term operational orbits employing the methods of multi-passband photometry using standard Johnson/Cousin’s photometric filters. Geostationary satellites, crucial for communication, offer a unique opportunity due to their consistent visibility. Employing dual-spin or three-axis stabilization systems, these satellites maintain their orientation and allow for the investigation of artificial material color changes over time. The color index, influenced by the most reflective material, remains stable throughout the year, while the varying satellite illumination is attributed to Earth’s motion. The long-term monitoring campaign was launched in 2019 and led to the observation of 18 GEO satellites. The target selection criteria included operational status and attitude stabilization. The observations, conducted during stable weather conditions and around the new moon, provide valuable data for understanding the structural changes of artificial material in the space environment. This comprehensive campaign extends until the summer of 2023, and the results showed overall trend of the positive changes in the investigated color indices i.e., <span><math><mrow><mi>B</mi><mo>-</mo><mi>V</mi><mo>,</mo><mi>R</mi><mo>-</mo><mi>I</mi></mrow></math></span> and <span><math><mrow><mi>B</mi><mo>-</mo><mi>I</mi></mrow></math></span>. The average change values measured were <span><math><mrow><mn>0.1</mn><mi>mag</mi><mo>/</mo><mi>year</mi></mrow></math></span> in <span><math><mrow><mi>B</mi><mo>-</mo><mi>V</mi><mo>,</mo><mn>0.5</mn><mi>mag</mi><mo>/</mo><mi>year</mi></mrow></math></span> in <span><math><mrow><mi>R</mi><mo>-</mo><mi>I</mi></mrow></math></span> and <span><math><mrow><mn>0.21</mn><mi>mag</mi><mo>/</mo><mi>year</mi></mrow></math></span> in <span><math><mrow><mi>B</mi><mo>-</mo><mi>I</mi></mrow></math></span>. The major focus of our study is to look for the darkening and reddening effect induced by space weathering and aging on single geostationary satellites and satellites with similar platforms. The published results contain color index measurements and their year-to-year variation rates.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7365-7376"},"PeriodicalIF":2.8,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Bongokuhle S’phesihle Sibiya , John Odindi , Onisimo Mutanga , Moses Azong Cho , Cecilia Masemola
{"title":"The utility of radiative transfer models (RTM) on remotely sensed data in retrieving biophysical and biochemical properties of terrestrial biomes: A systematic review","authors":"Bongokuhle S’phesihle Sibiya , John Odindi , Onisimo Mutanga , Moses Azong Cho , Cecilia Masemola","doi":"10.1016/j.asr.2025.02.052","DOIUrl":"10.1016/j.asr.2025.02.052","url":null,"abstract":"<div><div>Over the past few decades, there has been significant recognition of the value of Radiative Transfer Models (RTMs) for ecological remote sensing applications. This has led to various studies aimed at utilizing RTM techniques to quantify and map a range of biophysical and biochemical properties at different scales. Most literature reviews have predominantly focused on 1D models, such as PROSAIL, overlooking the more robust 3D models. This paper provides a detailed systematic review on the progress, gaps, and opportunities associated with both 1D and 3D RTM models in the context of remote sensing of terrestrial biomes. The review reveals a skewed distribution of research efforts between the Global North and South, with a significant concentration of studies conducted in the United States, China, and Germany, while fewer investigations have been conducted in Africa. Furthermore, most studies have primarily utilized MODIS and Landsat sensors, focusing on plant attributes such as Leaf Area Index (LAI) and chlorophyll content. These studies have been predominantly conducted in grassland and forest landscapes. Overall, the findings indicate that PROSPECT and PROSAIL have been the most popular models over the past two decades. In the realm of 3D models, the Discrete Anisotropic Radiative Transfer (DART) and Forest Light Interaction Model (FLIGHT) models have been the most popular. These models have been primarily utilized through the look-up table (LUT) method, followed by the hybrid approach combining machine learning and RTMs. Understanding both 1D and 3D models offers an opportunity to assess the current state of research and identify future opportunities in the application of radiative transfer modeling for ecological remote sensing. By addressing the existing gaps and leveraging advancements in modeling techniques, researchers can enhance the accuracy and applicability of remote sensing on various ecosystems.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7424-7444"},"PeriodicalIF":2.8,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jikun Yang , Yu Zhang , Wenjian Tao , Zhanxiu Wang , Mingxing Liu , Tinglin Zhang , Feng Zhou , Xiaobin Lian
{"title":"Fault detection and fault-tolerant control for drag-free satellite actuators: An approach based on adaptive sliding mode technique","authors":"Jikun Yang , Yu Zhang , Wenjian Tao , Zhanxiu Wang , Mingxing Liu , Tinglin Zhang , Feng Zhou , Xiaobin Lian","doi":"10.1016/j.asr.2025.02.051","DOIUrl":"10.1016/j.asr.2025.02.051","url":null,"abstract":"<div><div>In addressing the challenge of actuator failure in drag-free satellite within complex deep space environments, this paper introduces a fault diagnosis method and a fault-tolerant control strategy based on adaptive sliding mode technology. Initially, the dynamic model of the drag-free satellite, featuring two test masses (TMs) is established. Subsequently, fault detection and fault estimation observers are formulated utilizing adaptive sliding mode techniques, aiming to identify and accurately estimate any potential actuator faults in the drag-free satellite. Building upon this foundation, an active fault-tolerant controller is devised, incorporating fault estimation information and employing an adaptive backstepping sliding mode control method. This ensures the drag-free satellite’s continued stable and precise operation even in the presence of faults. At last, the stability of the designed observer and fault-tolerant controller is subsequently established through the application of Lyapunov’s theorem. Simulation experiments are conducted to verify the effectiveness of the proposed approach.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7506-7523"},"PeriodicalIF":2.8,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on computational guidance and fault-tolerant control methods for launch vehicles under power system failures","authors":"Zhenwei Ma , Qiufeng Wang","doi":"10.1016/j.asr.2025.02.050","DOIUrl":"10.1016/j.asr.2025.02.050","url":null,"abstract":"<div><div>This paper investigates computational guidance and fault-tolerant control methods for launch vehicles under power system failures, aimed at enhancing the system’s autonomy and fault tolerance in complex environments and failure scenarios. Firstly, a convex optimization-based computational guidance method is proposed. This method dynamically adjusts the orbital terminal constraints to generate the optimal degraded orbit and flight trajectory based on the current state of the vehicle, thereby ensuring the feasibility of the rescue mission. Secondly, a neural network-based fault-tolerant control method is proposed. This method eliminates the impact of system uncertainties through real-time assessment of the system state and adaptive adjustment of control parameters, ensuring the attitude stability of the vehicle during autonomous rescue operations. The integration of computational guidance and fault-tolerant control not only enhances the flexibility of trajectory adjustments but also ensures the vehicle’s emergency response capabilities under extreme conditions. Finally, the effectiveness and superiority of the proposed computational guidance and fault-tolerant control methods are validated through simulations.</div></div>","PeriodicalId":50850,"journal":{"name":"Advances in Space Research","volume":"75 10","pages":"Pages 7487-7505"},"PeriodicalIF":2.8,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}