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Zhang, Wen-An

Distributed Fusion Estimation for Sensor Networks with Communication Constraints by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu - Singapore Springer 2016 - 1 recurso en línea (XII, 210 p.) 96 il., 38 il. col.

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.

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 robust design methods for dealing with energy constraints and network-induced uncertainties are presented, such as delays, packet losses, and asynchronous information... All the results are presented as algorithms, which are convenient for practical applications.

ISBN: 9789811007958

Subjects--Topical Terms:
Control automático
Ingeniería--Congresos y asambleas
Sistemas de comunicación inalámbricos

LC Class. No.: TK7872.D48 / Z436 2016 EB

Dewey Class. No.: 629.8