移动对象管理 : 模型、技术与应用

Part I Moving Objects Management Models 1 Introduction 1.1 Background 1.2 Location-Based Services 1.3 Mobile Data Management 1.4 Moving Object Databases References 2 Moving Objects Modeling 2.1 Introduction 2.2 Underlying Models 2.3 Graphs of Cellular Automata Model 2.4 Summary References 3 Moving Objects Updating 3.1 Introduction

Part I Moving Objects Management Models 1 Introduction 1.1 Background 1.2 Location-Based Services 1.3 Mobile Data Management 1.4 Moving Object Databases References 2 Moving Objects Modeling 2.1 Introduction 2.2 Underlying Models 2.3 Graphs of Cellular Automata Model 2.4 Summary References 3 Moving Objects Updating 3.1 Introduction 3.2 Underlying Update Strategies 3.3 Proactive Location Update Strategy 3.4 Group Location Update Strategy 3.5 Summary References 4 Moving Objects Indexing 4.1 Introduction 4.2 Underlying Indexing Structures 4.3 Indexing Moving Objects in Euclidean Space 4.4 Indexing Moving Objects in Spatial Networks 4.5 Indexing Past, Present, and Future Trajectories 4.6 Update-Efficient Indexing Structures 4.7 Summary ReferencesPart II Moving Objects Management Techniques 5 Moving Objects Basic Querying 5.1 Introduction 5.2 Classifications of Moving Object Queries 5.3 NN Queries 5.4 Range Queries 5.5 Summary References 6 Moving Objects Advanced Querying 6.1 Introduction 6.2 Similar Trajectory Queries for Moving Objects 6.3 Density Queries for Moving Objects in Spatial Networks 6.4 Continuous Density Queries for Moving Objects 6.5 Summary References 7 Trajectory Prediction of Moving Objects 7.1 Introduction 7.2 Underlying Linear Prediction (LP) Methods 7.3 Simulation-Based Prediction (SP) Methods 7.4 Other Non-Linear Prediction Methods 7.5 Summary References Uncertainty of Moving ObjectsPart III Moving Objects Management Applications 9 Dynamic Transportation Navigation 10 Dynamic Transportation Networks 11 Clustering Analysis of Moving Objects 12 Location Privacy Index

随着移动通信技术的不断发展和普及，人们对移动对象管理的需求越来越迫切。移动对象管理成为数据库研究领域的一个热门方向，它在许多领域都展现了广阔的应用前景。《移动对象管理:模型、技术与应用》比较系统地介绍了移动对象管理的相关内容，即移动对象管理模型（包括移动对象建模、移动对象更新、移动对象索引等），移动对象管理技术（包括移动对象查询、移动对象预测、移动数据不确定性研究等），移动对象管理应用（包括动态交通导航、动态交通网络、移动对象聚类分析、位置隐私保护等）。 《移动对象管理:模型、技术与应用》总结了国内外有关移动数据管理的研究工作和具有代表性的关键技术，并较详细地介绍了作者近年来的一些研究成果，具有较大的参考价值。 《移动对象管理:模型、技术与应用》的读者对象为高等院校计算机专业的本科生、研究生、教师，科研机构的研究人员以及相关领域的开发人员等。