Refining Elusive User Registration Patterns for Empirical Mobility Models

Jinpyo Hong; Hwangna Kim

doi:10.1109/ICCCN.2009.5235343

Refining Elusive User Registration Patterns for Empirical Mobility Models

Jinpyo Hong, Hwangna Kim

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

In this paper, we examine user registration patterns in empirical WLAN traces, and identify elusive associations that are abused as user movements. The examination shows that about 90% of transitions are irrelevant to actual user movements. In order to refine the elusive movements, we investigate the geographical relationships among APs and propose a filtering framework for removing them from the trace data. We then analyze the impact of the false movements on an empirical mobility model. The numerical results indicate that the proposed framework improves the fidelity of the empirical mobility model

Original language	English
Title of host publication	2009 Proceedings of 18th International Conference on Computer Communications and Networks, ICCCN 2009
DOIs	https://doi.org/10.1109/ICCCN.2009.5235343
Publication status	Published - 2009
Event	2009 18th International Conference on Computer Communications and Networks, ICCCN 2009 - San Francisco, CA, United States Duration: 2009 Aug 3 → 2009 Aug 6

Publication series

Name	Proceedings - International Conference on Computer Communications and Networks, ICCCN
ISSN (Print)	1095-2055

Other

Other	2009 18th International Conference on Computer Communications and Networks, ICCCN 2009
Country/Territory	United States
City	San Francisco, CA
Period	09/8/3 → 09/8/6

ASJC Scopus subject areas

Computer Networks and Communications
Hardware and Architecture
Software

Access to Document

10.1109/ICCCN.2009.5235343

Cite this

Refining Elusive User Registration Patterns for Empirical Mobility Models. / Hong, Jinpyo; Kim, Hwangna.
2009 Proceedings of 18th International Conference on Computer Communications and Networks, ICCCN 2009. 2009. 5235343 (Proceedings - International Conference on Computer Communications and Networks, ICCCN).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Hong, J & Kim, H 2009, Refining Elusive User Registration Patterns for Empirical Mobility Models. in 2009 Proceedings of 18th International Conference on Computer Communications and Networks, ICCCN 2009., 5235343, Proceedings - International Conference on Computer Communications and Networks, ICCCN, 2009 18th International Conference on Computer Communications and Networks, ICCCN 2009, San Francisco, CA, United States, 09/8/3. https://doi.org/10.1109/ICCCN.2009.5235343

@inproceedings{31d1f90fd8a1410ea863471b76ab810a,

title = "Refining Elusive User Registration Patterns for Empirical Mobility Models",

abstract = "In this paper, we examine user registration patterns in empirical WLAN traces, and identify elusive associations that are abused as user movements. The examination shows that about 90% of transitions are irrelevant to actual user movements. In order to refine the elusive movements, we investigate the geographical relationships among APs and propose a filtering framework for removing them from the trace data. We then analyze the impact of the false movements on an empirical mobility model. The numerical results indicate that the proposed framework improves the fidelity of the empirical mobility model",

author = "Jinpyo Hong and Hwangna Kim",

year = "2009",

doi = "10.1109/ICCCN.2009.5235343",

language = "English",

isbn = "9781424445813",

series = "Proceedings - International Conference on Computer Communications and Networks, ICCCN",

booktitle = "2009 Proceedings of 18th International Conference on Computer Communications and Networks, ICCCN 2009",

note = "2009 18th International Conference on Computer Communications and Networks, ICCCN 2009 ; Conference date: 03-08-2009 Through 06-08-2009",

}

TY - GEN

T1 - Refining Elusive User Registration Patterns for Empirical Mobility Models

AU - Hong, Jinpyo

AU - Kim, Hwangna

PY - 2009

Y1 - 2009

N2 - In this paper, we examine user registration patterns in empirical WLAN traces, and identify elusive associations that are abused as user movements. The examination shows that about 90% of transitions are irrelevant to actual user movements. In order to refine the elusive movements, we investigate the geographical relationships among APs and propose a filtering framework for removing them from the trace data. We then analyze the impact of the false movements on an empirical mobility model. The numerical results indicate that the proposed framework improves the fidelity of the empirical mobility model

AB - In this paper, we examine user registration patterns in empirical WLAN traces, and identify elusive associations that are abused as user movements. The examination shows that about 90% of transitions are irrelevant to actual user movements. In order to refine the elusive movements, we investigate the geographical relationships among APs and propose a filtering framework for removing them from the trace data. We then analyze the impact of the false movements on an empirical mobility model. The numerical results indicate that the proposed framework improves the fidelity of the empirical mobility model

UR - http://www.scopus.com/inward/record.url?scp=70449097801&partnerID=8YFLogxK

U2 - 10.1109/ICCCN.2009.5235343

DO - 10.1109/ICCCN.2009.5235343

M3 - Conference contribution

AN - SCOPUS:70449097801

SN - 9781424445813

T3 - Proceedings - International Conference on Computer Communications and Networks, ICCCN

BT - 2009 Proceedings of 18th International Conference on Computer Communications and Networks, ICCCN 2009

T2 - 2009 18th International Conference on Computer Communications and Networks, ICCCN 2009

Y2 - 3 August 2009 through 6 August 2009

ER -

Refining Elusive User Registration Patterns for Empirical Mobility Models

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this