Using situation lattices in sensor analysis

Juan Ye; Lorcan Coyle; Simon Dobson; Paddy Nixon

doi:10.1109/PERCOM.2009.4912762

Using situation lattices in sensor analysis

Juan Ye, Lorcan Coyle, Simon Dobson, Paddy Nixon

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

16 Citations (Scopus)

25 Downloads (Pure)

Abstract

Highly sensorised systems present two parallel challenges: how to design a sensor suite that can efficiently and cost-effectively support the needs of given services; and to extract the semantically relevant interpretations, or "situations", from the flood of context data collected by the sensors. We describe mathematical structures called situation lattices that can be used to address these two problems simultaneously, allowing designers to both design and refine situation identification whilst offering insights into the design of sensor suites. We validate the accuracy and efficiency of our technique against a third-party data set and demonstrate how it can be used to evaluate sensor suite designs.

Original language	English
Title of host publication	Proceedings of the 2009 IEEE International Conference on Pervasive Computing and Communications
Editors	Klara Nahrstedt, Gegely Záruba
Place of Publication	United States
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	1-11
Number of pages	11
ISBN (Print)	9781424433049
DOIs	https://doi.org/10.1109/PERCOM.2009.4912762
Publication status	Published - 2009
Externally published	Yes
Event	7th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2009) - Galveston, Galveston, United States Duration: 9 Mar 2009 → 13 Mar 2009

Conference

Conference	7th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2009)
Abbreviated title	PerCom 2009
Country/Territory	United States
City	Galveston
Period	9/03/09 → 13/03/09

Access to Document

10.1109/PERCOM.2009.4912762

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Cite this

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title = "Using situation lattices in sensor analysis",

abstract = "Highly sensorised systems present two parallel challenges: how to design a sensor suite that can efficiently and cost-effectively support the needs of given services; and to extract the semantically relevant interpretations, or {"}situations{"}, from the flood of context data collected by the sensors. We describe mathematical structures called situation lattices that can be used to address these two problems simultaneously, allowing designers to both design and refine situation identification whilst offering insights into the design of sensor suites. We validate the accuracy and efficiency of our technique against a third-party data set and demonstrate how it can be used to evaluate sensor suite designs.",

author = "Juan Ye and Lorcan Coyle and Simon Dobson and Paddy Nixon",

year = "2009",

doi = "10.1109/PERCOM.2009.4912762",

language = "English",

isbn = "9781424433049",

pages = "1--11",

editor = "Klara Nahrstedt and Gegely Z{\'a}ruba",

booktitle = "Proceedings of the 2009 IEEE International Conference on Pervasive Computing and Communications",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States",

note = "7th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2009), PerCom 2009 ; Conference date: 09-03-2009 Through 13-03-2009",

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Ye, J, Coyle, L, Dobson, S & Nixon, P 2009, Using situation lattices in sensor analysis. in K Nahrstedt & G Záruba (eds), Proceedings of the 2009 IEEE International Conference on Pervasive Computing and Communications. IEEE, Institute of Electrical and Electronics Engineers, United States, pp. 1-11, 7th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2009), Galveston, Texas, United States, 9/03/09. https://doi.org/10.1109/PERCOM.2009.4912762

Using situation lattices in sensor analysis. / Ye, Juan; Coyle, Lorcan; Dobson, Simon et al.
Proceedings of the 2009 IEEE International Conference on Pervasive Computing and Communications. ed. / Klara Nahrstedt; Gegely Záruba. United States: IEEE, Institute of Electrical and Electronics Engineers, 2009. p. 1-11.

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

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T1 - Using situation lattices in sensor analysis

AU - Ye, Juan

AU - Coyle, Lorcan

AU - Dobson, Simon

AU - Nixon, Paddy

PY - 2009

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N2 - Highly sensorised systems present two parallel challenges: how to design a sensor suite that can efficiently and cost-effectively support the needs of given services; and to extract the semantically relevant interpretations, or "situations", from the flood of context data collected by the sensors. We describe mathematical structures called situation lattices that can be used to address these two problems simultaneously, allowing designers to both design and refine situation identification whilst offering insights into the design of sensor suites. We validate the accuracy and efficiency of our technique against a third-party data set and demonstrate how it can be used to evaluate sensor suite designs.

AB - Highly sensorised systems present two parallel challenges: how to design a sensor suite that can efficiently and cost-effectively support the needs of given services; and to extract the semantically relevant interpretations, or "situations", from the flood of context data collected by the sensors. We describe mathematical structures called situation lattices that can be used to address these two problems simultaneously, allowing designers to both design and refine situation identification whilst offering insights into the design of sensor suites. We validate the accuracy and efficiency of our technique against a third-party data set and demonstrate how it can be used to evaluate sensor suite designs.

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DO - 10.1109/PERCOM.2009.4912762

M3 - Conference contribution

SN - 9781424433049

SP - 1

EP - 11

BT - Proceedings of the 2009 IEEE International Conference on Pervasive Computing and Communications

A2 - Nahrstedt, Klara

A2 - Záruba, Gegely

PB - IEEE, Institute of Electrical and Electronics Engineers

CY - United States

T2 - 7th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2009)

Y2 - 9 March 2009 through 13 March 2009

ER -

Using situation lattices in sensor analysis

Abstract

Conference

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