Wireless Communications: Principles and Practice
Wireless Communications: Principles and Practice
RAP: A Real-Time Communication Architecture for Large-Scale Wireless Sensor Networks
RTAS '02 Proceedings of the Eighth IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS'02)
SPEED: A Stateless Protocol for Real-Time Communication in Sensor Networks
ICDCS '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
Congestion control and fairness for many-to-one routing in sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
A Rate Control Framework for Supporting Multiple Classes of Traffic in Sensor Networks
RTSS '05 Proceedings of the 26th IEEE International Real-Time Systems Symposium
Optimal Resource Allocation in Wireless Ad Hoc Networks: A Price-Based Approach
IEEE Transactions on Mobile Computing
Decentralized, adaptive resource allocation for sensor networks
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
Dynamic Service Composition in Pervasive Computing
IEEE Transactions on Parallel and Distributed Systems
Reconfigurable Service Composition and Categorization for Power-Aware Mobile Computing
IEEE Transactions on Parallel and Distributed Systems
Camera selection in visual sensor networks
AVSS '07 Proceedings of the 2007 IEEE Conference on Advanced Video and Signal Based Surveillance
Introduction to Machine Learning
Introduction to Machine Learning
Dynamic Service Execution in Sensor Networks
The Computer Journal
Dynamic Composition of Services in Sensor Networks
SCC '10 Proceedings of the 2010 IEEE International Conference on Services Computing
Sensors as a Service Oriented Architecture: Middleware for Sensor Networks
IE '10 Proceedings of the 2010 Sixth International Conference on Intelligent Environments
Sensor Service Selection through Switch Options
SCC '11 Proceedings of the 2011 IEEE International Conference on Services Computing
Pricing congestible network resources
IEEE Journal on Selected Areas in Communications
On the quality and value of information in sensor networks
ACM Transactions on Sensor Networks (TOSN)
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This paper describes the use of market mechanisms for resource allocation in pervasive sensor applications to maximize their Value of Information (VoI), which combines the objectively measured Quality of Information (QoI) with the subjective value assigned to it by the users. The unique challenge of pervasive sensor applications that we address is the need for adjusting resource allocation in response to the changing application requirements and evolving sensor network conditions. We use two market mechanisms: auctions at individual sensor nodes to optimize routing, and switch options to optimize dynamic selection of sensor network services as well as switching between modes of operation in pervasive security applications. We also present scenarios of transient congestion management and home security system to motivate the proposed techniques.