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001480757 001__ 1480757
001480757 003__ OCoLC
001480757 005__ 20231031003307.0
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001480757 019__ $$a1396181223
001480757 020__ $$a9789819935659$$qelectronic book
001480757 020__ $$a9819935652$$qelectronic book
001480757 020__ $$z9819935644
001480757 020__ $$z9789819935642
001480757 0247_ $$a10.1007/978-981-99-3565-9$$2doi
001480757 035__ $$aSP(OCoLC)1396695974
001480757 040__ $$aEBLCP$$beng$$erda$$cEBLCP$$dYDX$$dGW5XE$$dEBLCP$$dOCLCO$$dYDX
001480757 049__ $$aISEA
001480757 050_4 $$aTL796$$b.E27 2023
001480757 08204 $$a629.46$$223/eng/20230913
001480757 1001_ $$aChen, Hao,$$eauthor.
001480757 24510 $$aEarth observation satellites :$$btask planning and scheduling /$$cHao Chen, Shuang Peng, Chun Du, Jun Li.
001480757 264_1 $$aSingapore :$$bSpringer,$$c[2023]
001480757 300__ $$a1 online resource (xii, 189 pages) :$$billustrations (chiefly color).
001480757 336__ $$atext$$btxt$$2rdacontent
001480757 337__ $$acomputer$$bc$$2rdamedia
001480757 338__ $$aonline resource$$bcr$$2rdacarrier
001480757 504__ $$aIncludes bibliographical references.
001480757 5050_ $$aIntro -- Preface -- Brief Introduction to This Book -- Contents -- 1 Introduction -- 1.1 Background of Earth Observation Satellite Task Scheduling -- 1.1.1 Summary of the EOSs Task Scheduling -- 1.1.2 Theoretical Significance and Application Value -- 1.2 Research Status of EOS Task Scheduling -- 1.2.1 Centralized EOSs Task Scheduling -- 1.2.2 EOSs Task Rescheduling for Dynamic Scenarios -- 1.2.3 Distributed EOSs Task Scheduling -- 1.2.4 EOSs Onboard Autonomous Task Scheduling -- 1.2.5 Satellite Data Downlink Scheduling -- 2 Description and Analysis of the EOS Task Scheduling Problem
001480757 5058_ $$a2.1 Analysis of EOSs Operational Processes -- 2.1.1 The Observation Process of EOSs -- 2.1.2 EOSs Data Transmission Process -- 2.2 Description of EOS Task Scheduling Problem -- 2.2.1 Elements of Earth Observation Tasks -- 2.2.2 Satellite Resource Elements -- 2.2.3 Elements of Data Transmission Resources -- 2.2.4 Optimization Objectives -- 2.3 Difficulties and Challenges in the Scheduling of EOSs Task -- 2.3.1 Oversubscribed Problem Characteristics -- 2.3.2 Non-fully Fungible Feature of Resources -- 2.3.3 Scheduling for Heterogenous Satellite Resources
001480757 5058_ $$a2.3.4 Diverse Types of Earth Observation Demands -- 2.3.5 Diversity of Data Transmission Modes -- 2.3.6 Onboard Memory Occupation and Release -- 2.3.7 Uncertainty Included in EOSs Task Scheduling -- 2.3.8 Complicated Optimization Objectives -- 3 Model and Method of Ground-Based Centralized EOS Task Scheduling -- 3.1 Problem Description and Analysis -- 3.1.1 Centralized EOS Task Scheduling Problem -- 3.1.2 Scheduling Strategy Analysis -- 3.2 Centralized EOS Task Scheduling Method Under a Progressive Optimization Strategy -- 3.2.1 Centralized Scheduling for EOS Observation Tasks
001480757 5058_ $$a3.2.2 Observation Task-Oriented Satellite Data Transmission Resources Scheduling -- 3.2.3 Progressive Iterative Repair Mechanism -- 3.3 Centralized EOS Task Scheduling Method Based on a Global Optimization -- 3.3.1 EOS Scheduling Model Based on Global Optimization Strategy -- 3.3.2 Earth Observation Satellites Scheduling Algorithm with Data Downlink -- 3.4 EOS Scheduling for Complicated Observation Task -- 3.4.1 EOS Task Scheduling for Area Target -- 3.4.2 EOS Task Scheduling for Ocean Moving Target -- 3.5 Learnable EOS Task Scheduling -- 3.5.1 Case Representation and Feature Extraction
001480757 5058_ $$a3.5.2 Case Retrieval and Matching -- 3.5.3 Satellite Observation Programme Case Revision -- 3.5.4 EOS Task Scheduling Based on Case-Based Learning -- 4 EOS Task Rescheduling for Dynamic Factors -- 4.1 Problem Description and Analysis -- 4.1.1 Classification and Analysis for Dynamic Factors -- 4.1.2 Problem Modeling -- 4.1.3 Mapping Between Dynamic Factors -- 4.1.4 Driving Strategy of Heuristic Dynamic Rescheduling -- 4.2 EOS Task Rescheduling Based on Heuristic Strategy -- 4.2.1 A General Method of Heuristic Dynamic Rescheduling -- 4.2.2 Rules of Heuristic Rescheduling for New Task Insertion
001480757 506__ $$aAccess limited to authorized users.
001480757 520__ $$aThis book highlights the practical models and algorithms of earth observation satellite (EOS) task scheduling. EOS task scheduling is a typical complex combinatorial optimization problem with NP-Hard computational complexity. It is a key technology in aerospace scheduling and has attracted global attention. Based on the actual needs of the EOS operation control center, the book summarizes and reviews the state of the art in this research and engineering field. In both deterministic scenarios and dynamic scenarios, the book elaborates on the typical models, algorithms, and systems in centralized, distributed, and onboard autonomous task scheduling. The book also makes an outlook on the promising technologies for EOS task planning and scheduling in the future. It is a valuable reference for professionals, researchers, and students in satellite-related technology. This book is a translation of an original Chinese edition. The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation.
001480757 588__ $$aDescription based on online resource; title from digital title page (viewed on October 27, 2023).
001480757 650_6 $$aSatellites artificiels.
001480757 650_6 $$aOrdonnancement (Informatique)
001480757 650_0 $$aArtificial satellites.$$xOrbits$$0(DLC)sh 85008215
001480757 650_0 $$aComputer scheduling.
001480757 655_0 $$aElectronic books.
001480757 7001_ $$aPeng, Shuang,$$eauthor.
001480757 7001_ $$aDu, Chun,$$eauthor.
001480757 7001_ $$aLi, Jun,$$eauthor.$$0(OCoLC)oca01481270
001480757 77608 $$iPrint version:$$aChen, Hao$$tEarth Observation Satellites$$dSingapore : Springer,c2023$$z9789819935642
001480757 852__ $$bebk
001480757 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-99-3565-9$$zOnline Access$$91397441.1
001480757 909CO $$ooai:library.usi.edu:1480757$$pGLOBAL_SET
001480757 980__ $$aBIB
001480757 980__ $$aEBOOK
001480757 982__ $$aEbook
001480757 983__ $$aOnline
001480757 994__ $$a92$$bISE