Satellite-terrestrial-integrated wide-area quick-response communications for machine rescue: closed-loop model and systematic design

LEI Chengleyang; FENG Wei; GE Ning

doi:10.11959/j.issn.2096-3750.2025.00484

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Satellite-terrestrial-integrated wide-area quick-response communications for machine rescue: closed-loop model and systematic design

Topic: Satellite Internet of Things | 更新时间：2025-04-21

- Satellite-terrestrial-integrated wide-area quick-response communications for machine rescue: closed-loop model and systematic design
- Chinese Journal on Internet of Things Vol. 9, Issue 1, Pages: 41-49(2025)
- 作者机构：
  
  1.清华大学电子工程系，北京 100084
  2.清华大学天基网络与通信全国重点实验室，北京 100084
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China(62425110;U22A2002);The National Key Research and Development Program of China(2020YFA0711301)
- DOI：10.11959/j.issn.2096-3750.2025.00484
  CLC： TN927;
- Received：25 February 2025，
  
  Revised：2025-03-18，
  
  Published：30 March 2025
- 稿件说明：
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雷城乐阳,冯伟,葛宁.面向机器救援的天地一体广域快响通信：闭环模型与系统设计[J].物联网学报,2025,09(01):41-49.

LEI Chengleyang,FENG Wei,GE Ning.Satellite-terrestrial-integrated wide-area quick-response communications for machine rescue: closed-loop model and systematic design[J].Chinese Journal on Internet of Things,2025,09(01):41-49.
雷城乐阳,冯伟,葛宁.面向机器救援的天地一体广域快响通信：闭环模型与系统设计[J].物联网学报,2025,09(01):41-49. DOI： 10.11959/j.issn.2096-3750.2025.00484.

LEI Chengleyang,FENG Wei,GE Ning.Satellite-terrestrial-integrated wide-area quick-response communications for machine rescue: closed-loop model and systematic design[J].Chinese Journal on Internet of Things,2025,09(01):41-49. DOI： 10.11959/j.issn.2096-3750.2025.00484.

摘要

随着人工智能和自动化技术的不断发展，越来越多的机器被应用于环境恶劣或危险系数高的应急救灾活动。利用地面基站、卫星、无人机（UAV

unmanned aerial vehicle）等设施构建天地一体广域快响通信网络、为救援机器搭建“神经系统”面临着迫切的需求。机器救援通常依赖现场感知、通信、态势计算和控制4个环节，通常以类似反射弧的“感传算控”（SC

sensing-communication-computing-control）闭环形式开展作业。因此，提出了面向“感传算控”闭环结构的广域快响通信设计新思路。首先，综合考虑“感传算控”闭环中各个环节的耦合关系，提出基于环路负熵的“熵匹配”模型，优化闭环控制性能指标。在此基础上，进一步研究多闭环并行作业以及复杂耦合时通信系统的设计准则。典型参数下的仿真结果表明，所提的系统设计方法以闭环结构为基本单元，可有效地兼顾异构环节，并更直接地优化了机器救援效果，相比传统的面向链路的通信系统设计模式，显著地提升了网络效能。

Abstract

With the development of artificial intelligence and automation technologies

an increasing number of machines are being applied in emergency rescue operations in harsh or high-risk environments. This makes it necessary to develop satellite-terrestrial-integrated wide-area rapid-response communication networks based on ground bases

unmanned aerial vehicles

and satellites

so as to build a "nervous system" for rescue machines. Machine rescue typically relies on four key components: on-site sensing

communication

situational computing

and control

which operate in reflex-arc-like sensing-communication-computing-control (SC

) closed loops. Therefore

a new

wide-area quick-response communication design approach was proposed

which oriented SC

-closed-loop structures. Firstly

by considering the coupling of the different components in the SC

closed loops

an "entropy matching" model based on closed-loop negentropy was proposed to optimize closed-loop control performance. Based on the proposed model

the design principles for communication systems in scenarios involving parallel operation and complex couplings of multiple SC

loops were further explored. Simulation results under typical parameters demonstrate that the proposed system design approach that focuses on the close loop structure as the fundamental unit

can effectively integrate heterogeneous components and optimize the performance of machine rescue

thus greatly improving the network efficiency compared with the traditional communication-link-oriented design method.

关键词

Keywords

references

张新 , 徐建华 , 陈彤 , 等 . 面向重大自然灾害的救援装备研究现状及发展趋势 [J ] . 科学技术与工程 , 2021 , 21 ( 25 ): 10552 - 10565 .

ZHANG X , XU J H , CHEN T , et al . Research status and development trend of rescue equipment for major natural disasters [J ] . Science Technology and Engineering , 2021 , 21 ( 25 ): 10552 - 10565 .

陈前斌 , 李国军 , 李国权 , 等 . 应急指挥物联网系统架构与关键技术 [J ] . 物联网学报 , 2018 , 2 ( 3 ): 82 - 90 .

CHEN Q B , LI G J , LI G Q , et al . System architecture and key technologies of emergency command Internet of Things [J ] . Chinese Journal on Internet of Things , 2018 , 2 ( 3 ): 82 - 90 .

曹建宇 , 冯伟 , 葛宁 . 5G网络时敏业务的时延特性分析 [J ] . 物联网学报 , 2022 , 6 ( 4 ): 93 - 103 .

CAO J Y , FENG W , GE N . Delay characteristics of time-sensitive services in 5G networks [J ] . Chinese Journal on Internet of Things , 2022 , 6 ( 4 ): 93 - 103 .

FENG W , WANG Y M , CHEN Y F , et al . Structured satellite-UAV-terrestrial networks for 6G Internet of things [J ] . IEEE Network , 2024 , 38 ( 4 ): 48 - 54 .

ALAGOZ F , GUR G . Energy efficiency and satellite networking: a holistic overview [J ] . Proceedings of the IEEE , 2011 , 99 ( 11 ): 1954 - 1979 .

WANG Y , XU Y C , ZHANG Y , et al . Hybrid satellite-aerial-terrestrial networks in emergency scenarios: a survey [J ] . China Communications , 2017 , 14 ( 7 ): 1 - 13 .

ZHAO N , LU W D , SHENG M , et al . UAV-assisted emergency networks in disasters [J ] . IEEE Wireless Communications , 2019 , 26 ( 1 ): 45 - 51 .

PANDA K G , DAS S , SEN D , et al . Design and deployment of UAV-aided post-disaster emergency network [J ] . IEEE Access , 2019 , 7 : 102985 - 102999 .

LIU X N , LI Z , ZHAO N , et al . Transceiver design and multihop D2D for UAV IoT coverage in disasters [J ] . IEEE Internet of Things Journal , 2018 , 6 ( 2 ): 1803 - 1815 .

SKINNEMOEN H . UAV & satellite communications live mission-critical visual data [C ] // Proceedings of the 2014 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology . Piscataway : IEEE Press , 2014 : 12 - 19 .

BAUMGÄRTNER L , KOHLBRECHER S , EULER J , et al . Emergency communication in challenged environments via unmanned ground and aerial vehicles [C ] // Proceedings of the 2017 IEEE Global Humanitarian Technology Conference (GHTC) . Piscataway : IEEE Press , 2017 : 1 - 9 .

WIENER N . Cybernetics; or, Control and communication in the animal and the machine [M ] . 2d ed. New York : M.I.T. Press , 1961 .

NAIR G N , FAGNANI F , ZAMPIERI S , et al . Feedback control under data rate constraints: an overview [J ] . Proceedings of the IEEE , 2007 , 95 ( 1 ): 108 - 137 .

FENG Y , CHEN X , GU G X . Output feedback stabilization for discrete-time systems under limited communication [J ] . IEEE Transactions on Automatic Control , 2017 , 62 ( 4 ): 1927 - 1932 .

KOSTINA V , HASSIBI B . Rate-cost tradeoffs in control [J ] . IEEE Transactions on Automatic Control , 2019 , 64 ( 11 ): 4525 - 4540 .

LIU F , CUI Y H , MASOUROS C , et al . Integrated sensing and communications: toward dual-functional wireless networks for 6G and beyond [J ] . IEEE Journal on Selected Areas in Communications , 2022 , 40 ( 6 ): 1728 - 1767 .

MAO Y Y , YOU C S , ZHANG J , et al . A survey on mobile edge computing: the communication perspective [J ] . IEEE Communications Surveys & Tutorials , 2017 , 19 ( 4 ): 2322 - 2358 .

CHEN H G , GUERRERO H H . A rule-based robot scheduling system for flexible manufacturing cells [J ] . Journal of Intelligent Manufacturing , 1992 , 3 ( 5 ): 285 - 296 .

PIERSON H A , GASHLER M S . Deep learning in robotics: a review of recent research [J ] . Advanced Robotics , 2017 , 31 ( 16 ): 821 - 835 .

SONTAG E D . Mathematical control theory: deterministic finite dimensional systems [M ] . New York, USA : Springer Science & Business Media , 2013 .

SHAIJU A J , PETERSEN I R . Formulas for discrete time LQR, LQG, LEQG and minimax LQG optimal control problems [J ] . IFAC Proceedings Volumes , 2008 , 41 ( 2 ): 8773 - 8778 .

LEI C L Y , FENG W , WANG J , et al . Control-oriented power allocation for integrated satellite-UAV networks [J ] . IEEE Wireless Communications Letters , 2023 , 12 ( 5 ): 883 - 887 .

FANG X R , LEI C L Y , FENG W , et al . Structured connectivity for 6G reflex arc: task-oriented virtual user and new uplink-downlink tradeoff [J ] . IEEE Wireless Communications Letters , 2024 , 23 ( 10 ): 14466 - 14481 .

EL-HAJJ A M , DAWY Z . On optimized joint uplink/downlink resource allocation in OFDMA networks [C ] // Proceedings of the 2011 IEEE Symposium on Computers and Communications (ISCC) . Piscataway : IEEE Press , 2011 : 248 - 253 .

SOLEYMANI T , BARAS J S , HIRCHE S , et al . Value of information in feedback control: global optimality [J ] . IEEE Transactions on Automatic Control , 2023 , 68 ( 6 ): 3641 - 3647 .

CHANG B , ZHANG L , LI L Y , et al . Optimizing resource allocation in URLLC for real-time wireless control systems [J ] . IEEE Transactions on Vehicular Technology , 2019 , 68 ( 9 ): 8916 - 8927 .

CHEN L J , ZHOU J T , CHEN Z Y , et al . Resource allocation for deterministic delay in wireless control networks [J ] . IEEE Wireless Communications Letters , 2021 , 10 ( 11 ): 2340 - 2344 .

LEI C L Y , FENG W , WEI P , et al . Edge information hub: orchestrating satellites, UAVs, MEC, sensing and communications for 6G closed-loop controls [J ] . IEEE Journal on Selected Areas in Communications , 2025 , 43 ( 1 ): 5 - 20 .

REN J K , YU G D , HE Y H , et al . Collaborative cloud and edge computing for latency minimization [J ] . IEEE Transactions on Vehicular Technology , 2019 , 68 ( 5 ): 5031 - 5044 .

HARRIS C , HONG X , GAN Q . Multisensor data fusion using Kalman filters based on neurofuzzy linearisation [M ] // Adaptive Modelling, Estimation and Fusion from Data . Berlin, Heidelberg : Springer Berlin Heidelberg , 2002 : 255 - 280 .

ZHOU Z J , HU C H , XU D L , et al . Bayesian reasoning approach based recursive algorithm for online updating belief rule based expert system of pipeline leak detection [J ] . Expert Systems with Applications , 2011 , 38 ( 4 ): 3937 - 3943 .

YEONG D J , VELASCO-HERNANDEZ G , BARRY J , et al . Sensor and sensor fusion technology in autonomous vehicles: a review [J ] . Sensors , 2021 , 21 ( 6 ): 2140 .

丁凯 , 蒋超越 , 陶铭 , 等 . 多源异构传感器数据融合和算力优化研究 [J ] . 物联网学报 , 2024 , 8 ( 4 ): 23 - 33 .

DING K , JIANG C Y , TAO M , et al . Research on heterogeneous data fusion and arithmetic optimization in multi-sensor systems [J ] . Chinese Journal on Internet of Things , 2024 , 8 ( 4 ): 23 - 33 .

OLFATI-SABER R , MURRAY R M . Consensus problems in networks of agents with switching topology and time-delays [J ] . IEEE Transactions on Automatic Control , 2004 , 49 ( 9 ): 1520 - 1533 .

CHEN Y Q , WANG Z M . Formation control: a review and a new consideration [C ] // Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems . Piscataway : IEEE Press , 2005 : 3181 - 3186 .

LU W D , GONG Y , LIU X , et al . Collaborative energy and information transfer in green wireless sensor networks for smart cities [J ] . IEEE Transactions on Industrial Informatics , 2018 , 14 ( 4 ): 1585 - 1593 .

CHU Z , ZHOU F H , ZHU Z Y , et al . Wireless powered sensor networks for Internet of things: maximum throughput and optimal power allocation [J ] . IEEE Internet of Things Journal , 2017 , 5 ( 1 ): 310 - 321 .

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