Distributed Fusion Estimation for Sensor Networks with Communication Constraints

• Main Authors: Zhang, Wen-An (Author), Chen, Bo (Author), Song, Haiyu (Author), Yu, Li (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Subjects: Engineering.; Computer communication systems.; Control engineering.; Electrical engineering.; Control.; Signal, Image and Speech Processing.; Communications Engineering, Networks.; Computer Communication Networks.

This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and r...

Table of Contents:

• Introduction
• Multi-Rate Kalman Fusion Estimation for WSNs
• Kalman Fusion Estimation for WSNs with Non-Uniform Estimation Rates
• H1 Fusion Estimation for WSNs with Non-Uniform Sampling Rates
• Fusion Estimation for WSNs Using Dimension Reduction Method
• H1 Fusion Estimation for WSNs with Quantization
• Hierarchical Asynchronous Fusion Estimation for WSNs
• Fusion Estimation for WSNs with Delayed Measurements
• Fusion Estimation for WSNs with Delays and Packet Losses.