Estimating position and velocity of mobile terminals in a microcellular network using an adaptive linear regression setup

Ben Allen; Marco Porretta; Paolo Nepa; Giuliano Manara; Filippo Giannetti; Mischa Dohler; A.Hamid Aghvami

doi:10.1109/PIMRC.2004.1370933

Estimating position and velocity of mobile terminals in a microcellular network using an adaptive linear regression setup

Ben Allen
, Marco Porretta
, Paolo Nepa
, Giuliano Manara
, Filippo Giannetti
, Mischa Dohler
, A.Hamid Aghvami

University of Bedfordshire

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

Abstract

Mobility tracking yields efficient network resource management and enables very useful additional services, provided that accurate online estimations of both the location and the velocity of a mobile user are performed. We present a novel method for tracing a mobile user by subsequently estimating his/her position through a single base station positioning (SBSP) method designed for microcellular and third generation (3G) wireless communications systems. Raw data about user position are then smoothed through a linear regression setup which adaptively varies its inertia on the basis of the previous observations. This results in a tracking method which is able to estimate both the location and the velocity of a user with high accuracy, as proven by numerical results obtained in different microcellular scenarios.

Original language	English
Title of host publication	nan
Publisher	Institute of Electrical and Electronics Engineers Inc.
DOIs	https://doi.org/10.1109/PIMRC.2004.1370933
Publication status	Published - 3 Jan 2005
Event	2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio Communications - Barcelona Duration: 5 Sept 2004 → 8 Sept 2004

Conference

Conference	2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio Communications
City	Barcelona
Period	5/09/04 → 8/09/04
Other	2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio Communications (05/09/2004-08/09/2004, Barcelona)

Keywords

wireless communication systems

Access to Document

10.1109/PIMRC.2004.1370933

https://ieeexplore.ieee.org/document/1370933

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Cite this

@inproceedings{b3c2040c2c7d4fb49a22ea59aaf9867f,

title = "Estimating position and velocity of mobile terminals in a microcellular network using an adaptive linear regression setup",

abstract = "Mobility tracking yields efficient network resource management and enables very useful additional services, provided that accurate online estimations of both the location and the velocity of a mobile user are performed. We present a novel method for tracing a mobile user by subsequently estimating his/her position through a single base station positioning (SBSP) method designed for microcellular and third generation (3G) wireless communications systems. Raw data about user position are then smoothed through a linear regression setup which adaptively varies its inertia on the basis of the previous observations. This results in a tracking method which is able to estimate both the location and the velocity of a user with high accuracy, as proven by numerical results obtained in different microcellular scenarios.",

keywords = "wireless communication systems",

author = "Ben Allen and Marco Porretta and Paolo Nepa and Giuliano Manara and Filippo Giannetti and Mischa Dohler and A.Hamid Aghvami",

year = "2005",

month = jan,

day = "3",

doi = "10.1109/PIMRC.2004.1370933",

language = "English",

booktitle = "nan",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio Communications ; Conference date: 05-09-2004 Through 08-09-2004",

}

Allen, B, Porretta, M, Nepa, P, Manara, G, Giannetti, F, Dohler, M & Aghvami, AH 2005, Estimating position and velocity of mobile terminals in a microcellular network using an adaptive linear regression setup. in nan. Institute of Electrical and Electronics Engineers Inc., 2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio Communications, Barcelona, 5/09/04. https://doi.org/10.1109/PIMRC.2004.1370933

TY - GEN

T1 - Estimating position and velocity of mobile terminals in a microcellular network using an adaptive linear regression setup

AU - Allen, Ben

AU - Porretta, Marco

AU - Nepa, Paolo

AU - Manara, Giuliano

AU - Giannetti, Filippo

AU - Dohler, Mischa

AU - Aghvami, A.Hamid

PY - 2005/1/3

Y1 - 2005/1/3

N2 - Mobility tracking yields efficient network resource management and enables very useful additional services, provided that accurate online estimations of both the location and the velocity of a mobile user are performed. We present a novel method for tracing a mobile user by subsequently estimating his/her position through a single base station positioning (SBSP) method designed for microcellular and third generation (3G) wireless communications systems. Raw data about user position are then smoothed through a linear regression setup which adaptively varies its inertia on the basis of the previous observations. This results in a tracking method which is able to estimate both the location and the velocity of a user with high accuracy, as proven by numerical results obtained in different microcellular scenarios.

AB - Mobility tracking yields efficient network resource management and enables very useful additional services, provided that accurate online estimations of both the location and the velocity of a mobile user are performed. We present a novel method for tracing a mobile user by subsequently estimating his/her position through a single base station positioning (SBSP) method designed for microcellular and third generation (3G) wireless communications systems. Raw data about user position are then smoothed through a linear regression setup which adaptively varies its inertia on the basis of the previous observations. This results in a tracking method which is able to estimate both the location and the velocity of a user with high accuracy, as proven by numerical results obtained in different microcellular scenarios.

KW - wireless communication systems

U2 - 10.1109/PIMRC.2004.1370933

DO - 10.1109/PIMRC.2004.1370933

M3 - Conference contribution

BT - nan

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2004 IEEE 15th International Symposium on Personal, Indoor and Mobile Radio Communications

Y2 - 5 September 2004 through 8 September 2004

ER -

Estimating position and velocity of mobile terminals in a microcellular network using an adaptive linear regression setup

Abstract

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Keywords

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