面向物联网的电磁感知低轨星座系统体系架构设计及关键技术研究

项目来源

国家自然科学基金(NSFC)

项目主持人

张更新

项目受资助机构

南京邮电大学

立项年度

2017

立项时间

未公开

项目编号

91738201

研究期限

未知 / 未知

项目级别

国家级

受资助金额

340.00万元

学科

信息科学-电子学与信息系统-空天通信

学科代码

F-F01-F0106

基金类别

重大研究计划-重点支持项目-空间信息网络基础理论与关键技术

关键词

低轨星座 ; 体系架构 ; 数据融合 ; 频谱感知 ; LEO constellation ; Spectrum Sensing ; System Architecture ; Data fusion

参与者

刘会杰;朱佳;谢卓辰;丁晓进;刘洁;洪涛;边东明;胡婧;李永强

参与机构

中国科学院微小卫星创新研究院;中国人民解放军陆军工程大学

项目标书摘要:随着空间信息网络的建设,可申请使用的频率资源越来越紧张,对电磁环境的安全要求不断提高。全球电磁频谱感知是掌控电磁空间安全和实现频谱资源高效利用的基础,是建设空间信息网络的先行部署,同时对于解决低轨卫星物联网用频问题和实现卫星导航增强也具有重要意义。本课题面向信息时代万物互联、电磁空间安全掌控及频谱资源高效利用等重大应用需求,开展宽频段高动态电磁频谱和高灵敏度非合作信号联合监测、广域多星协同高效感知机理、星地一体化海量数据融合处理等基础理论和方法研究,设计具备全球范围电磁频谱实时感知、各类传感信息获取、导航定位增强等功能的星座系统架构,提出广域分布式协同电磁频谱感知与海量数据处理方法,构建系统效能评估与演示平台,进行关键技术验证与展示,为数字地球构建和创新应用提供支撑。

Application Abstract: The available frequency resources are increasingly strained with the construction of space information network.The safety requirements for electromagnetic environment are also continuously increased.Global electromagnetic spectrum perception is the basis for the control of electromagnetic space security and the efficient utilization of spectrum resources,and should be pre-deployed during the building of space information network,also it will benefit to solve the problem of frequency resource shortage for LEO network for Internet of things(IoT)and to enhance the performance of satellite navigation system.This topic plans to research broadband high dynamic electromagnetic spectrum and high sensitivity non-cooperative signal joint monitoring,wide-area multi-satellite cooperative sensing mechanism,integrated satellite and ground massive data fusion processing and other basic theories and methods,to design the LEO constellation architecture with the functions of global electromagnetic spectrum real-time sensing,various sensing information acquisition and navigation performance enhancement,and to propose the methods for wide-area distributed cooperative electromagnetic spectrum sensing and massive data processing.This topic also plans to build a system effectiveness evaluation and demonstration platform,which can be used to verify and demonstrate the key technologies,and support the digital earth construction and innovation application.

项目受资助省

江苏省

项目结题报告(全文)

本课题面向万物互联、电磁空间安全掌控以及频谱资源高效利用等重大应用需求,开展低轨星座全球电磁频谱感知研究,内容包括:低轨星座架构设计、多星协同频谱感知、海量频谱数据融合挖掘、频谱态势生成等。取得的主要成果包括:1构思了一种星地融合卫星互联网体系架构,融合5G/B5G先进设计思想,通过感知节点的灵活部署,赋予网络认知功能,为卫星间和星地间频谱高效共享奠定基础;2提出了一种基于联盟博弈的多星协同频谱感知方法和一种基于波束成形的多星组阵协同感知方法,通过星间协作和感知结果融合,解决单颗低轨卫星频谱感知能力弱的问题,提升频谱感知性能;3设计了一种基于傅立叶级数拟合和聚类分析的频谱参数识别方法和一种分时单星时差定位方法,有效提取辐射源频点、带宽和峰值功率等参数,并解决辐射源视场受限下位置信息挖掘难题;4建立了一种基于神经网络的频谱态势生成模型,通过挖掘频谱占用状态在不同时间和不同频点上的相关性,揭示态势演化规律。研究成果将为全球电磁频谱态势安全掌控提供理论基础,并将有力支撑卫星互联网国家重大工程建设。

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  • 1.Research and implementation of a planimetric measurement technology based on machine vision

    • 关键词:
    • Calibration;Cameras;Computer vision;Image reconstruction;Infrared detectors;Area measurement;Camera calibration;Image measurements;Images segmentations;Machine-vision;Measurement technologies;Measurements instruments;Monocular vision;On-machines;Technology-based
    • Zhou, Qingsen;Zhao, Laiding;Bai, Xiaodong
    • 《2022 International Conference on Signal Processing, Computer Networks, and Communications, SPCNC 2022》
    • 2023年
    • December 16, 2023 - December 17, 2023
    • Zhengzhou, China
    • 会议

    To solve the issues with industrial traditional area measurement instruments equipped with infrared sensors, which are bulky and compute slowly, a planimetric measuring method based on machine vision is developed. The area of the plane is calculated through three processes: 3-D reconstruction by monocular camera calibration, top view by perspective transformation and image segmentation to obtain the proportion of the object to be measured. This paper enhances the calculation of the world coordinate points in the 3-D reconstruction process and lowers the measurement error from more than 1% to 0.28%. It solves the drawbacks of the conventional measuring device, which is huge and slow, and can correctly measure the planar area with less expensive hardware, which has certain application value. © 2023 SPIE.

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  • 2.Joint CRDSA and SCMA for Satellite Internet of Things with Codebook Collisions

    • 关键词:
    • ;
    • Wang, Yiqun;Ding, Xiaojin;Zhang, Pengjie;Xie, Xuxu;Zhang, Gengxin
    • 《2023 IEEE Globecom Workshops, GC Wkshps 2023》
    • 2023年
    • December 4, 2023 - December 8, 2023
    • Kuala Lumpur, Malaysia
    • 会议

    With the rapid development of satellite IoT networks, massive IoT terminals may simultaneously access the satellites, resulting in an increasing demand for user capacity. Sparse code multiple access (SCMA) may increase user capacity and spectrum efficiency, through using sparse coding and multi-dimensional mapping method. However, codebook collisions may occur during the on-going wireless transmissions of IoT terminals, because of frequency drift and clock drift of the crystal used by IoT terminals. Relying on our analysis, codebook collisions may dramatically increase the bit error rate (BER). Thus, we conceive a joint contention resolution diversity slotted Aloha (CRDSA) and SCMA (J-CRDSA-SCMA) scheme, to mitigate the impacts on BER caused by codebook collisions. Moreover, the codebook-collision probability of the conceived J-CRDSA-SCMA scheme is also analyzed. Simulation results show that the conceived J-CRDSA-SCMA scheme can achieve a lower BER than the conventional pure SCMA scheme, demonstrating the superiority of the conceived J-CRDSA-SCMA scheme in terms of avoiding codebook collisions. © 2023 IEEE.

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  • 3.Performance analysis of Spectrum Sensing based on Distributed Satellite Clusters

    • 关键词:
    • Channel state information ; Eigenvalues and eigenfunctions ; Probability density function ; Probability distributions ; Spectrum analysis;Distributed satellite cluster ; Distributed satellites ; Equal;gain combining ; Maximum ratio ; Maximum ratio combining ; Rician fading ; Satellite clusters ; Shadowed rician ; Shadowed;rician fading ; Spectrum sensing
    • WangYunfeng;DingXiaojin;LiJun;HongTao;ZhangGengxin
    • 《2022 IEEE/CIC International Conference on Communications in China, ICCC Workshops 2022》
    • 2022年
    • August 11, 2022 - August 13, 2022
    • Sanshui, Foshan, China
    • 会议

    This paper investigates the spectrum sensing performance of a distributed satellite clusters (DSC), where the sensing signals received by each cooperative satellite can be fused at the signal-level to enhance the sensing ability of weak signals. In particular, by assuming that the satellite-relay link undergoes shadowed-Rician (SR) fading, we first derive a closed-form expression for correct detection probability (Pd) of the considered system with maximum ratio combining (MRC). However, when the channel state information can not meet the requirements, equal gain combining (EGC) provides an alternative to slightly reduce the complexity. Therefore, we provide another closed-form expression of Pd based on EGC, using the specially derived probability density function of the sum of SR random variables with independently identical distribution. Simulation results are provided to validate our theoretical analysis and to show that the proposed scheme can achieve the best spectrum-sensing performance, comparing with the traditional energy detection, eigenvalue ratio test and the generalized likelihood ratio test. © 2022 IEEE.

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  • 4.Joint optimal positioning method of time-frequency difference for satellite search and rescue system

    • 关键词:
    • Fast Fourier transforms ; Fault tolerance ; Frequency estimation ; Location ; Satellites ; Time domain analysis;Ambiguity function ; Cross ambiguity function ; Dual satellite time;frequency difference positioning ; Frequency differences ; Genetic algorithm location solution ; Satellite time ; Time domain ; Time frequency ; Time;domain windowed cross ambiguity function
    • LiuHaojun;QuDexin;ZhangGengxin;LiJiahong
    • 《2022 IEEE/CIC International Conference on Communications in China, ICCC Workshops 2022》
    • 2022年
    • August 11, 2022 - August 13, 2022
    • Sanshui, Foshan, China
    • 会议

    Satellite search and rescue positioning technology can provide effective means for mountain areas, deserts, oceans and other areas lacking communication infrastructure, which has attracted more attention recently. In this paper, we propose a joint time-frequency difference optimal location method for satellite search and rescue system to improve the performance of parameter estimation and location solution in the traditional passive dual satellite time-frequency difference location technology. Specifically, the fast Fourier transform is used to simplify the joint estimation of the time-frequency difference of the cross ambiguity function. Aiming at the burst low duty cycle transmission of search and rescue signals, a time-domain windowed comprehensive cross ambiguity function calculation model is proposed. Finally, a genetic algorithm is proposed to solve the positioning equation. Simulation results show that, compared with traditional methods, the proposed algorithm can improve the system fault tolerance and positioning accuracy, and reduce the computational complexity. © 2022 IEEE.

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  • 5.单星干扰源定位分析

    • 关键词:
    • 单星干扰源定位;无人机辅助;多普勒频移;功率波动;星载多波束天线
    • 阮岑;张更新;赵来定;赵凡
    • 《第十五届卫星通信学术年会》
    • 中国北京
    • 会议

    本文对通信卫星受到各种干扰的问题,介绍了几类单星干扰源定位技术。首先介绍了四种单星干扰源定位技术,分别是基于无人机辅助卫星定位、基于多普勒频移定位、基于功率波动定位和基于星载多波束天线定位,并总结了各自的优缺点,分析它们的定位精度,对他们的适用场景进行了说明。本文最后对上述定位技术进行了总结和建议。

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  • 6.卫星干扰源定位方法综述

    • 关键词:
    • TDOA;FDOA;无源定位;联合定位
    • 纪惠;郭恒恒;孙鹏;张更新
    • 《第十五届卫星通信学术年会》
    • 中国北京
    • 会议

    随着信息化社会的到来,国际国内无线电通信技术飞速发展,用户对无线电通信的需求不断扩大。卫星通信以其频带宽、容量大、适用于多种业务等优势广泛应用于国际通信、移动通信以及广播电视等领域。然而由于干扰源的存在,会使卫星通信存在严重的安全问题。因此对干扰源目标位置快速有效的定位具有十分重要的意义。而无源定位技术因具备良好的隐蔽性、远作用距离等优势,目前在军用和民用系统中占据着越发关键的地位,是当今定位领域的研究热点。本文介绍了卫星干扰源定位系统,几种定位方法的原理和算法,卫星定位系统的新算法与新技术,最后对卫星干扰源定位的未来发展提出设想。

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  • 8.Time-Division Frequency Measurement and Localization Technology of Single-Satellite in Different Orbits Based on Optimal Observation Position

    • 关键词:
    • Doppler effect;Tracking (position);Orbits;Calculation formula;Doppler frequency measurement;Frequency measurements;Geometric dilution of precision;Interference sources;Localization technologies;Observation satellites;Optimal observation
    • Ji, Hui;Qu, Dexin;Zhang, Gengxin
    • 《11th EAI International Conference on Wireless and Satellite Systems, WiSATS 2020》
    • 2021年
    • September 17, 2020 - September 18, 2020
    • Nanjing, China
    • 会议

    At present, the research on the single satellite frequency measurement and localization technology mainly focuses on the use of multiple satellite observation positions in a single flight orbit to forward the ground target source signals, but there are many limitations in locating the interference source with limited field of view. In this paper, based on the single-orbit single-satellite time-division frequency-measuring localization technology, a localization technology of single-satellite time-division Doppler frequency measurement in different orbits is proposed, which is based on the optimal observation satellite position. Firstly, the positioning model and the positioning equation of the single-satellite time-division Doppler frequency measurement and localization technology in different orbits are constructed. Secondly, a calculation formula for Geometric Dilution of Precision (GDOP) is derived and the optimal model of the observation satellite position is constructed. Finally, based on the positioning process, the minimum positioning error is targeted. Computer simulation results show that the availability and accuracy of the technique are improved significantly in the scene with limited field of view.
    © 2021, ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.

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  • 9.Cooperative Beamforming Aloha for Asynchronous LEO Satellite IoT Networks

    • 关键词:
    • Gateways (computer networks);Monte Carlo methods;Intelligent systems;Internet of things;Orbits;Beamforming;Cooperative beamforming;Low earth orbit satellites;Packet collisions;Packet loss ratio;Random access;Receive diversity;Resolve contention;Satellite gateways
    • Xudong, Wang;Bo, Xi;Xiaoye, Shi;Tao, Hong;Xiaojin, Ding;Gengxin, Zhang;Jiahong, Li
    • 《2020 IEEE Globecom Workshops, GC Wkshps 2020》
    • 2020年
    • December 7, 2020 - December 11, 2020
    • Virtual, Taipei, Taiwan
    • 会议

    In this paper, we propose a cooperative beamforming ALOHA (CBA) scheme to improve the throughput of an asynchronous low earth orbit (LEO) satellite based Internet of Things (IoT) networks. Due to the multisatellite visible nature of a LEO satellite constellation, this scheme combines multi-satellite receive diversity of random access packets with cooperative beamforming technique to resolve contention of the packet collision at the satellite gateway. The proposed scheme is evaluated by theoretical analysis and Monte Carlo simulation. Simulation results show that CBA scheme has better throughput and packet loss ratio performance compared with the traditional P-ALOHA, S-ALOHA, and AC-ALOHA. © 2020 IEEE.

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  • 10.Spectrum Sensing for Weak Signals Based on Satellite Formation

    • 关键词:
    • Signal to noise ratio;Orbits;Signal interference;Genetic algorithms;Satellites;Probability;Signal detection;Co-operative spectrum sensing;Low earth orbit satellites;Probability of detection;Satellite formations;Sensing abilities;Signal to interference plus noise ratio;Spectrum sensing;Spectrum sharing
    • Zhang, Yu;Ding, Xiaojin;Sun, Chaoran;Zhu, Jian;Zhang, Gengxin
    • 《11th EAI International Conference on Wireless and Satellite Systems, WiSATS 2020》
    • 2021年
    • September 17, 2020 - September 18, 2020
    • Nanjing, China
    • 会议

    In this paper, we investigate the spectrum sensing of a weak signal based on multiple low earth orbit (LEO) satellites in the presence of a spectrum-sharing node, which can generate the interference imposed on the sensing LEO satellites. In order to improve the sensing ability of the weak signal, a cooperative spectrum sensing method relying on satellite formation is proposed. Specifically, firstly, some satellites will be chosen from multiple LEO satellites for formation purposes, where the specific number of satellites chosen can be adjusted by evaluating the probability of detection weak signal, as detailed later. Then, considering the object that both restraining the interference and magnifying the weak signal, the weighted value of each satellite for beamforming may be optimized with the aid of genetic algorithm, and the receive gains of the weak signal and the interference can be achieved. Finally, the probability of detecting the weak signal can be evaluated by calculating the signal to interference plus noise ratio (SINR), and the number of the chosen satellites can be decided accordingly. Simulation results show that the proposed method not only can suppress the interference imposed on the sensing satellites, but also can increase SINR of sensing satellites for the weak signal, resulting in improving the probability of detection.
    © 2021, ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.

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