Distributed Sensor Networks

A Multiagent Perspective
Softcover Nachdruck of the original 1. Auflage 2003
ISBN: 978-1-4613-5039-2
Verlag: Springer US

Buch, Englisch, Band 9, 367 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 587 g

Reihe: Multiagent Systems, Artificial Societies, and Simulated Organizations

Distributed Sensor Networks is the first book of its kind to examine solutions to this problem using ideas taken from the field of multiagent systems. The field of multiagent systems has itself seen an exponential growth in the past decade, and has developed a variety of techniques for distributed resource allocation.
Distributed Sensor Networks contains contributions from leading, international researchers describing a variety of approaches to this problem based on examples of implemented systems taken from a common distributed sensor network application; each approach is motivated, demonstrated and tested by way of a common challenge problem. The book focuses on both practical systems and their theoretical analysis, and is divided into three parts: the first part describes the common sensor network challenge problem; the second part explains the different technical approaches to the common challenge problem; and the third part provides results on the formal analysis of a number of approaches taken to address the challenge problem.

Zielgruppe

Research

Autoren/Hrsg.

Lesser, Victor

Tambe, Milind

Ortiz Jr., Charles L.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Rechnerarchitektur
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

1 Introduction to a Multiagent Perspective.- 1. Introduction.- 2. Part 1: Sensor network challenge problem.- 3. Part 2: Distributed resource allocation: Architectures and protocols.- 4. Part 3: Analysis.- 5. Future work.- I The Sensor Network Challenge Problem.- 2 The Radsim Simulator.- 3 Challenge Problem Testbed.- 4 Visualization and Debugging Tools.- 5 Target Tracking with Bayesian Estimation.- II Distributed Resource Allocation: Architectures and Protocols.- 6 Dynamic resource-bounded negotiation in non-additive domains.- 7 A satisficing, negotiated, and learning coalition formation architecture.- 8 Using Autonomy, Organizational Design and Negotiation in a DSN.- 9 Scaling-up Distributed Sensor Networks.- 10 Distributed Resource Allocation.- 11 Distributed Coordination through Anarchic Optimization.- III Insights into Distributed Resource Allocation Protocols based on Formal Analyses.- 12 Communication and Computation in Distributed CSP Algorithms.- 13 A Comparative Study of Distributed Constraint Algorithms.- 14 Analysis of Negotiation Protocols by Distributed Search.