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Optimal Sensor Networks Scheduling in Identification of Distributed Parameter Systems

✍ Scribed by Maciej Patan (auth.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2012
Tongue
English
Leaves
299
Series
Lecture Notes in Control and Information Sciences 425
Edition
1
Category
Library

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✦ Synopsis


Sensor networks have recently come into prominence because they hold the potential to revolutionize a wide spectrum of both civilian and military applications. An ingenious characteristic of sensor networks is the distributed nature of data acquisition. Therefore they seem to be ideally prepared for the task of monitoring processes with spatio-temporal dynamics which constitute one of most general and important classes of systems in modelling of the real-world phenomena. It is clear that careful deployment and activation of sensor nodes are critical for collecting the most valuable information from the observed environment.

Optimal Sensor Network Scheduling in Identification of Distributed Parameter Systems discusses the characteristic features of the sensor scheduling problem, analyzes classical and recent approaches, and proposes a wide range of original solutions, especially dedicated for networks with mobile and scanning nodes. Both researchers and practitioners will find the case studies, the proposed algorithms, and the numerical examples to be invaluable.

✦ Table of Contents


Front Matter....Pages 1-11
Introduction....Pages 1-10
Experimental Design in Sensor Scheduling....Pages 11-46
Sensor Activation for Scanning Networks....Pages 47-95
Resource Aware Mobile Sensor Routing....Pages 97-134
Decentralized Sensor Scheduling Using Randomized Gossip Algorithms....Pages 135-153
Combinatorial Approach to Sensor Activation....Pages 155-182
Sensor Location under Parametric and Location Uncertainty....Pages 183-206
Sensor Network Design for Fault Diagnosis in DPSs....Pages 207-230
Extensions toward Challenging Problems of Network Scheduling....Pages 231-260
Conclusions and Further Research Directions....Pages 261-266
Back Matter....Pages 0--1

✦ Subjects


Control; Systems Theory, Control


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