Implementing a graph neuron array for pattern recognition within unstructured wireless sensor networks

Authors:
M. Baqer;A. I. Khan;Z. A. Baig
Affiliations:
Monash University, Australia;Monash University, Australia;Monash University, Australia
Venue:
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Year:
2005

Citing 7
Cited 6

Chord: a scalable peer-to-peer lookup protocol for internet applications

IEEE/ACM Transactions on Networking (TON)
Robust Positioning Algorithms for Distributed Ad-Hoc Wireless Sensor Networks

ATEC '02 Proceedings of the General Track of the annual conference on USENIX Annual Technical Conference
Secure Broadcast Communication in Wired and Wireless Networks

Secure Broadcast Communication in Wired and Wireless Networks
Analyzing and modeling encryption overhead for sensor network nodes

WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
A Parallel Distributed Application of the Wireless Sensor Network

HPCASIA '04 Proceedings of the High Performance Computing and Grid in Asia Pacific Region, Seventh International Conference
Parallel Pattern Recognition Computations within a Wireless Sensor Network

ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Using the linking model to understand the performance of DHT routing algorithms

ISPA'04 Proceedings of the Second international conference on Parallel and Distributed Processing and Applications

Commodity-grid based distributed pattern recognition framework

AusGrid '08 Proceedings of the sixth Australasian workshop on Grid computing and e-research - Volume 82
One shot associative memory method for distorted pattern recognition

AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Multi-wheel graph neuron: a distributed associative memory for structured P2P networks

Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
A single shot associated memory based classification scheme for WSN

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Review: Multi-agent systems for protecting critical infrastructures: A survey

Journal of Network and Computer Applications
Rapid anomaly detection for smart grid infrastructures through hierarchical pattern matching

International Journal of Security and Networks

Quantified Score

Hi-index	0.00

Visualization

Abstract

Graph Neuron (GN) is a network-centric algorithm which envisages a stable and structured network of tiny devices as the platform for parallel distributed pattern recognition. However, the unstructured and often dynamic topology of a wireless sensor network (WSN) does not allow deployment of such applications. In this paper, using GN as a test-bed application, we show that a simple virtual topology overlay would enable distributed applications requiring stable structured networks to be deployed over dynamic unstructured networks without any alteration.