Weighted momentum based motion detection methodology for handoff in wireless networks

Pankaz Das; Md Muntasir Al Kabir; Khaled Mahbub Morshed

doi:10.1109/ICELCE.2010.5700766

Weighted momentum based motion detection methodology for handoff in wireless networks

Pankaz Das^*, Md Muntasir Al Kabir, Khaled Mahbub Morshed

^*Corresponding author for this work

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

Abstract

This paper presents efficient motion detection of mobile node (MN) based on weighted momentum of received signal strength (WMRSS) in support of better handoff management in wireless network. In this method, for making momentum of received signal strength (MRSS) more accurate in detecting motion of MN, weight is applied to the received signal strength (RSS) of MN according to the priority and weighted average determined in calculating exponential moving average (EMA). To make WMRSS more effective and sensitive to the motion of user, dynamic smooth factor is used hence the method is called dynamic WMRSS (DWMRSS). Numerical simulation results are presented for DWMRSS method and compared with DMRSS scheme. Obtained result shows that the proposed method detects the motion of MNs more effectively and helps to reduce unnecessary handoff and loss of power.

Original language	English
Title of host publication	International Conference on Electrical & Computer Engineering (ICECE 2010)
Place of Publication	Pistcataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	606-609
Number of pages	4
ISBN (Electronic)	9781424462797, 9781424462803
ISBN (Print)	9781424462773
DOIs	https://doi.org/10.1109/ICELCE.2010.5700766
Publication status	Published - 2010
Externally published	Yes
Event	6th International Conference on Electrical and Computer Engineering, ICECE 2010 - Dhaka, Bangladesh Duration: 18 Dec 2010 → 20 Dec 2010

Other

Other	6th International Conference on Electrical and Computer Engineering, ICECE 2010
Country/Territory	Bangladesh
City	Dhaka
Period	18/12/10 → 20/12/10

Keywords

ARSS
DWMRSS
EMA
MRSS
WMRSS

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10.1109/ICELCE.2010.5700766

Cite this

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title = "Weighted momentum based motion detection methodology for handoff in wireless networks",

abstract = "This paper presents efficient motion detection of mobile node (MN) based on weighted momentum of received signal strength (WMRSS) in support of better handoff management in wireless network. In this method, for making momentum of received signal strength (MRSS) more accurate in detecting motion of MN, weight is applied to the received signal strength (RSS) of MN according to the priority and weighted average determined in calculating exponential moving average (EMA). To make WMRSS more effective and sensitive to the motion of user, dynamic smooth factor is used hence the method is called dynamic WMRSS (DWMRSS). Numerical simulation results are presented for DWMRSS method and compared with DMRSS scheme. Obtained result shows that the proposed method detects the motion of MNs more effectively and helps to reduce unnecessary handoff and loss of power.",

keywords = "ARSS, DWMRSS, EMA, MRSS, WMRSS",

author = "Pankaz Das and {Al Kabir}, {Md Muntasir} and Morshed, {Khaled Mahbub}",

year = "2010",

doi = "10.1109/ICELCE.2010.5700766",

language = "English",

isbn = "9781424462773",

pages = "606--609",

booktitle = "International Conference on Electrical & Computer Engineering (ICECE 2010)",

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

address = "United States",

note = "6th International Conference on Electrical and Computer Engineering, ICECE 2010 ; Conference date: 18-12-2010 Through 20-12-2010",

}

Das, P, Al Kabir, MM & Morshed, KM 2010, Weighted momentum based motion detection methodology for handoff in wireless networks. in International Conference on Electrical & Computer Engineering (ICECE 2010) ., 5700766, Institute of Electrical and Electronics Engineers (IEEE), Pistcataway, NJ, pp. 606-609, 6th International Conference on Electrical and Computer Engineering, ICECE 2010, Dhaka, Bangladesh, 18/12/10. https://doi.org/10.1109/ICELCE.2010.5700766

Weighted momentum based motion detection methodology for handoff in wireless networks. / Das, Pankaz; Al Kabir, Md Muntasir; Morshed, Khaled Mahbub.

International Conference on Electrical & Computer Engineering (ICECE 2010) . Pistcataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2010. p. 606-609 5700766.

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

TY - GEN

T1 - Weighted momentum based motion detection methodology for handoff in wireless networks

AU - Das, Pankaz

AU - Al Kabir, Md Muntasir

AU - Morshed, Khaled Mahbub

PY - 2010

Y1 - 2010

N2 - This paper presents efficient motion detection of mobile node (MN) based on weighted momentum of received signal strength (WMRSS) in support of better handoff management in wireless network. In this method, for making momentum of received signal strength (MRSS) more accurate in detecting motion of MN, weight is applied to the received signal strength (RSS) of MN according to the priority and weighted average determined in calculating exponential moving average (EMA). To make WMRSS more effective and sensitive to the motion of user, dynamic smooth factor is used hence the method is called dynamic WMRSS (DWMRSS). Numerical simulation results are presented for DWMRSS method and compared with DMRSS scheme. Obtained result shows that the proposed method detects the motion of MNs more effectively and helps to reduce unnecessary handoff and loss of power.

AB - This paper presents efficient motion detection of mobile node (MN) based on weighted momentum of received signal strength (WMRSS) in support of better handoff management in wireless network. In this method, for making momentum of received signal strength (MRSS) more accurate in detecting motion of MN, weight is applied to the received signal strength (RSS) of MN according to the priority and weighted average determined in calculating exponential moving average (EMA). To make WMRSS more effective and sensitive to the motion of user, dynamic smooth factor is used hence the method is called dynamic WMRSS (DWMRSS). Numerical simulation results are presented for DWMRSS method and compared with DMRSS scheme. Obtained result shows that the proposed method detects the motion of MNs more effectively and helps to reduce unnecessary handoff and loss of power.

KW - ARSS

KW - DWMRSS

KW - EMA

KW - MRSS

KW - WMRSS

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U2 - 10.1109/ICELCE.2010.5700766

DO - 10.1109/ICELCE.2010.5700766

M3 - Conference proceeding contribution

AN - SCOPUS:79951808618

SN - 9781424462773

SP - 606

EP - 609

BT - International Conference on Electrical & Computer Engineering (ICECE 2010)

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Pistcataway, NJ

T2 - 6th International Conference on Electrical and Computer Engineering, ICECE 2010

Y2 - 18 December 2010 through 20 December 2010

ER -

Weighted momentum based motion detection methodology for handoff in wireless networks

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