Paper Info
Title
An overview of recent advances on distributed and agile sensing algorithms and implementation.
Abstract
We provide an overview of recent work on distributed and agile sensing algorithms and their implementation. Modern sensor systems with embedded processing can allow for distributed sensing to continuously infer intelligent information as well as for agile sensing to configure systems in order to maintain a desirable performance level. We examine distributed inference techniques for detection and estimation at the fusion center and wireless networks for the sensor systems for real time scenarios. We also study waveform-agile sensing, which includes methods for adapting the sensor transmit waveform to match the environment and to optimize the selected performance metric. We specifically concentrate on radar and underwater acoustic signal transmission environments. As we consider systems with potentially large number of sensors, we discuss the use of resource-agile implementation approaches based on multiple-core processors in order to efficiently implement the computationally intensive processing in configuring the sensors. These resource-agile approaches can be extended to also optimize sensing in distributed sensor networks.
Year
DOI
Venue
2015
10.1016/j.dsp.2015.01.001
Digital Signal Processing
Keywords
Field
DocType
smart grid,sensor networks
Radar,Wireless network,Transmission (telecommunications),Smart grid,Performance metric,Algorithm,Real-time computing,Agile software development,Fusion center,Wireless sensor network,Mathematics,Distributed computing
Journal
Volume
Issue
ISSN
39
C
1051-2004
Citations 
PageRank 
References 
7
0.48
96
Authors
10
Name
Order
Citations
PageRank
Mahesh K. Banavar114722.66
Jun Jason Zhang212218.78
Bhavana Chakraborty3243.06
Homin Kwon4495.79
Ying Li522242.33
Huaiguang Jiang6110.96
Andreas S. Spanias752887.90
Cihan Tepedelenlioglu826342.24
Chaitali Chakrabarti91978184.17
Antonia Papandreou-Suppappola10133.08