Mathematical foundations of sensor network design based on linguistic informatics

Ishanu Chattopadhyay, Yicheng Wen, Shashi Phoha, Asok Ray

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

We propose a design approach for sensor networks based on formal linguistic representations of information. The approach exploits the concepts of space-time neighborhoods for dynamic sensor grid formation in the vicinity of an event, and symbolization and nonlinear filtering to formulate rigorous mathematical methods that capture the causal dynamics of distributed fusion processes. We formulate the Fundamental Equation of Linguistic Sensing relating physical design parameters to those in the Information Space, and lays the framework for design and operation of sensor networks that dynamically cluster sensing, processing and communications resources in space-time neighborhoods of emergent hotspots for efficient event trackin

Original languageEnglish (US)
Title of host publicationProceedings of the 2010 American Control Conference, ACC 2010
Pages1073-1078
Number of pages6
StatePublished - Oct 15 2010
Event2010 American Control Conference, ACC 2010 - Baltimore, MD, United States
Duration: Jun 30 2010Jul 2 2010

Other

Other2010 American Control Conference, ACC 2010
CountryUnited States
CityBaltimore, MD
Period6/30/107/2/10

Fingerprint

Linguistics
Sensor networks
Nonlinear filtering
Fusion reactions
Communication
Sensors
Processing

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering

Cite this

Chattopadhyay, I., Wen, Y., Phoha, S., & Ray, A. (2010). Mathematical foundations of sensor network design based on linguistic informatics. In Proceedings of the 2010 American Control Conference, ACC 2010 (pp. 1073-1078). [5530774]
Chattopadhyay, Ishanu ; Wen, Yicheng ; Phoha, Shashi ; Ray, Asok. / Mathematical foundations of sensor network design based on linguistic informatics. Proceedings of the 2010 American Control Conference, ACC 2010. 2010. pp. 1073-1078
@inproceedings{63add84d57614792a6a575ee37ea0762,
title = "Mathematical foundations of sensor network design based on linguistic informatics",
abstract = "We propose a design approach for sensor networks based on formal linguistic representations of information. The approach exploits the concepts of space-time neighborhoods for dynamic sensor grid formation in the vicinity of an event, and symbolization and nonlinear filtering to formulate rigorous mathematical methods that capture the causal dynamics of distributed fusion processes. We formulate the Fundamental Equation of Linguistic Sensing relating physical design parameters to those in the Information Space, and lays the framework for design and operation of sensor networks that dynamically cluster sensing, processing and communications resources in space-time neighborhoods of emergent hotspots for efficient event trackin",
author = "Ishanu Chattopadhyay and Yicheng Wen and Shashi Phoha and Asok Ray",
year = "2010",
month = "10",
day = "15",
language = "English (US)",
isbn = "9781424474264",
pages = "1073--1078",
booktitle = "Proceedings of the 2010 American Control Conference, ACC 2010",

}

Chattopadhyay, I, Wen, Y, Phoha, S & Ray, A 2010, Mathematical foundations of sensor network design based on linguistic informatics. in Proceedings of the 2010 American Control Conference, ACC 2010., 5530774, pp. 1073-1078, 2010 American Control Conference, ACC 2010, Baltimore, MD, United States, 6/30/10.

Mathematical foundations of sensor network design based on linguistic informatics. / Chattopadhyay, Ishanu; Wen, Yicheng; Phoha, Shashi; Ray, Asok.

Proceedings of the 2010 American Control Conference, ACC 2010. 2010. p. 1073-1078 5530774.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Mathematical foundations of sensor network design based on linguistic informatics

AU - Chattopadhyay, Ishanu

AU - Wen, Yicheng

AU - Phoha, Shashi

AU - Ray, Asok

PY - 2010/10/15

Y1 - 2010/10/15

N2 - We propose a design approach for sensor networks based on formal linguistic representations of information. The approach exploits the concepts of space-time neighborhoods for dynamic sensor grid formation in the vicinity of an event, and symbolization and nonlinear filtering to formulate rigorous mathematical methods that capture the causal dynamics of distributed fusion processes. We formulate the Fundamental Equation of Linguistic Sensing relating physical design parameters to those in the Information Space, and lays the framework for design and operation of sensor networks that dynamically cluster sensing, processing and communications resources in space-time neighborhoods of emergent hotspots for efficient event trackin

AB - We propose a design approach for sensor networks based on formal linguistic representations of information. The approach exploits the concepts of space-time neighborhoods for dynamic sensor grid formation in the vicinity of an event, and symbolization and nonlinear filtering to formulate rigorous mathematical methods that capture the causal dynamics of distributed fusion processes. We formulate the Fundamental Equation of Linguistic Sensing relating physical design parameters to those in the Information Space, and lays the framework for design and operation of sensor networks that dynamically cluster sensing, processing and communications resources in space-time neighborhoods of emergent hotspots for efficient event trackin

UR - http://www.scopus.com/inward/record.url?scp=77957800263&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=77957800263&partnerID=8YFLogxK

M3 - Conference contribution

SN - 9781424474264

SP - 1073

EP - 1078

BT - Proceedings of the 2010 American Control Conference, ACC 2010

ER -

Chattopadhyay I, Wen Y, Phoha S, Ray A. Mathematical foundations of sensor network design based on linguistic informatics. In Proceedings of the 2010 American Control Conference, ACC 2010. 2010. p. 1073-1078. 5530774