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Accession Number ADA564756
Title Emergent Adaptive Noise Reduction From Communal Cooperation of Sensor Grid.
Publication Date Jul 2010
Media Count 9p
Personal Author D. M. Nark K. H. Jones K. N. Lodding M. G. Jones
Abstract In the last decade, the realization of small, inexpensive, and powerful devices with sensors, computers, and wireless communication has promised the development of massive sized sensor networks with dense deployments over large areas capable of high fidelity situational assessments. However, most management models have been based on centralized control and research has concentrated on methods for passing data from sensor devices to the central controller. Most implementations have been small but as it is not scalable, this methodology is insufficient for massive deployments. Here, a specific application of a large sensor network for adaptive noise reduction demonstrates a new paradigm where communities of sensor/computer devices assess local conditions and make local decisions from which emerges a global behaviour. This approach obviates many of the problems of centralized control as it is not prone to single point of failure and is more scalable, efficient robust, and fault tolerant.
Keywords Adaptive noise reduction
Adaptive systems
Autonomous
Communications networks
Communities
Cooperation
Decentralization
Detectors
Emergent behavior
Noise reduction
Sensor networks
Situational awareness
Symposia

 
Source Agency Non Paid ADAS
NTIS Subject Category 62 - Computers, Control & Information Theory
63F - Optical Detection
45C - Common Carrier & Satellite
Corporate Author National Aeronautics and Space Administration, Hampton, VA. Langley Research Center.
Document Type Technical report
Title Note Conference paper.
NTIS Issue Number 1303
Contract Number N/A

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