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¥ 68.9 5.7折 ¥ 120 全新
库存19件
作者Wen-An Zhang[等著]
出版社科学出版社
ISBN9787030475053
出版时间2015-05
装帧精装
开本其他
定价120元
货号8757584
上书时间2024-10-22
1 Introduction
1.1 Distributed Fusion Estimation for Sensor Networks
1.2 Book Organization
References
2 Multi-rate Kalman Fusion Estimation for WSNs
2.1 Introduction
2.2 Problem Statement
2.3 Two-Stage Distributed Estimation
2.3.1 Local Kalman Estimators
2.3.2 Distributed Fusion Estimation
2.4 Simulations
2.5 Conclusions
References
3 Kalman Fusion Estimation for WSNs with Nonuniform Estimation Rates
3.1 Introduction
3.2 Problem Statement
3.3 Modeling of the Estimation System
3.4 Design of the Fusion Estimators (Type I)
3.4.1 Design of Local Estimators
3.4.2 Design of the Fusion Rule
3.5 Design of the Fusion Estimators (Type II)
3.5.1 EstimatorDesign
3.5.2 Convergence of the Estimator
3.6 Simulations
3.7 Conclusions
References
4 Hoo Fusion Estimation for WSNs with Nonuniform Sampling Rates
4.1 Introduction
4.2 Problem Statement
4.3 Hoo Performance Analysis
4.4 Hoo Filter Design
4.5 Simulations
4.6 Conclusions
References
5 Fusion Estimation for WSNs Using Dimension-Reduction Method
5.1 Introduction
5.2 Problem Statement
5.2.1 SystemModels
5.2.2 Problem oflnterests
5.3 Design of Finite-Horizon Fusion Estimator
5.3.1 Compensating Strategy
5.3.2 Design of Finite-Horizon Fusion Estimator
5.4 Boundness Analysis ofthe Fusion Estimator
5.5 Simulations
5.5.1 Bandwidth Constraint Case
5.5.2 Energy Constraint Case
5.5.3 Bandwidth and Energy Constraints Case
5.6 Conclusions
References
6 Hoo Fusion Estimation for WSNs with Quantization
6.1 Introduction
6.2 Problem Statement
6.3 Distributed Hoo Fusion Estimator Design
6.4 Simulations
6.5 Conclusions
References
7 Hierarchical Asynchronous Fusion Estimation for WSNs
7.1 Introduction
7.2 Centralized Aperiodic Optimal Local Estimation
7.3 Hierarchical Asynchronous Fusion Estimation
7.4 Simulations
7.5 Conclusions
References
8 Fusion Estimation for WSNs with Delayed Measurements
8.1 Introduction
8.2 Problem Statement
8.3 Preliminary Results
8.4 Robust Information Fusion Kalman Estimator
……
9 Fusion Estimation for WSNs with Delays and Packet Losses
Index
[db:书摘]
导语_点评_词
《通信受限传感器网络的分布式信息融合估计(英文版)》结合作者多年的研究工作,详细介绍了无线传感器网络环境下的多传感器信息融合估计系统建模、融合估计算法设计及性能分析方法。介绍了无线传感器网络环境下多传感器信息融合估计所遇到的挑战性问题;重点介绍了通信和能量受限情况下如何设计面向节能的融合估计器;介绍了基于观测信号直接降维的网络化多传感器节能融合估计器设计方法;介绍了基于多速率融合策略的网络化多传感器节能融合估计方法;介绍了基于观测信号量化的网络化多传感器节能融合估计器设计方法;介绍了具有分级递阶结构的网络化多传感器分布式信息融合估计方法;介绍了时延、丢包和传感器失效影响下的网络化多传感器信息融合估计方法。通过移动目标跟踪等仿真实例说明所提出的融合估计方法的有效性和优越性。
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