Distributed Fusion Estimation for Sensor Networks with Communication Constraints

TRAMA

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.

SOMMARIO

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.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9789811092541
• Dimensioni: 235 x 155 mm Ø 472 gr
• Formato: Brossura
• Illustration Notes: XII, 210 p. 96 illus., 38 illus. in color.
• Pagine Arabe: 210
• Pagine Romane: xii