A speed-adjusted vertical handover algorithm based on fuzzy logic

Dongdong Yao; Xin Su; Bei Liu; Jie Zeng

doi:10.1007/978-3-030-05888-3_16

A speed-adjusted vertical handover algorithm based on fuzzy logic

Dongdong Yao^*
, Xin Su
, Bei Liu
, Jie Zeng

^*Corresponding author for this work

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

2 Citations (Scopus)

Abstract

The development of wireless communication technology promotes the inevitability of network integration. In order to solve the problems in the process of heterogeneous wireless networks handover, this paper proposes a speed-adjusted vertical handover algorithm based on fuzzy logic. The algorithm periodically acquires motion information of the terminal in the heterogeneous network environment. By using a threshold function based on the simple weighting method and adjusting the threshold value in combination with the speed, the information that is not suitable for handover will be filtered out. Then, the received signal strength (RSS), network available bandwidth, and battery power are normalized and put into a fuzzy logic controller to obtain a comprehensive network performance value (NCPV). Finally, the handover decision is performed according to NCPV. The simulation results show that this algorithm can reduce unnecessary handover with the increase of speed and suppress the generation of ping-pong effect, compared with the traditional algorithm. In addition, this algorithm also considers factors such as network delay, service cost, etc. Those improve the quality of service (QoS) and user satisfaction.

Original language	English
Title of host publication	Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings
Editors	Shiwen Mao, Wei Xiang, Jun Zheng, Feng Yan, Pascal Lorenz
Publisher	Springer Verlag
Pages	167-176
Number of pages	10
ISBN (Print)	9783030058876
DOIs	https://doi.org/10.1007/978-3-030-05888-3_16
Publication status	Published - 2019
Externally published	Yes
Event	10th International Conference on Ad Hoc Networks, ADHOCNETS 2018 - Cairns, Australia Duration: 20 Sept 2018 → 23 Sept 2018

Publication series

Name	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume	258
ISSN (Print)	1867-8211

Conference

Conference	10th International Conference on Ad Hoc Networks, ADHOCNETS 2018
Country/Territory	Australia
City	Cairns
Period	20/09/18 → 23/09/18

Keywords

Fuzzy logic
Speed-adjusted
Vertical handover

Access to Document

10.1007/978-3-030-05888-3_16

Cite this

Yao, D., Su, X., Liu, B., & Zeng, J. (2019). A speed-adjusted vertical handover algorithm based on fuzzy logic. In S. Mao, W. Xiang, J. Zheng, F. Yan, & P. Lorenz (Eds.), Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings (pp. 167-176). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 258). Springer Verlag. https://doi.org/10.1007/978-3-030-05888-3_16

Yao, Dongdong ; Su, Xin ; Liu, Bei et al. / A speed-adjusted vertical handover algorithm based on fuzzy logic. Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings. editor / Shiwen Mao ; Wei Xiang ; Jun Zheng ; Feng Yan ; Pascal Lorenz. Springer Verlag, 2019. pp. 167-176 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST).

@inproceedings{6357953642364ca2aa5aca67a034d702,

title = "A speed-adjusted vertical handover algorithm based on fuzzy logic",

abstract = "The development of wireless communication technology promotes the inevitability of network integration. In order to solve the problems in the process of heterogeneous wireless networks handover, this paper proposes a speed-adjusted vertical handover algorithm based on fuzzy logic. The algorithm periodically acquires motion information of the terminal in the heterogeneous network environment. By using a threshold function based on the simple weighting method and adjusting the threshold value in combination with the speed, the information that is not suitable for handover will be filtered out. Then, the received signal strength (RSS), network available bandwidth, and battery power are normalized and put into a fuzzy logic controller to obtain a comprehensive network performance value (NCPV). Finally, the handover decision is performed according to NCPV. The simulation results show that this algorithm can reduce unnecessary handover with the increase of speed and suppress the generation of ping-pong effect, compared with the traditional algorithm. In addition, this algorithm also considers factors such as network delay, service cost, etc. Those improve the quality of service (QoS) and user satisfaction.",

keywords = "Fuzzy logic, Speed-adjusted, Vertical handover",

author = "Dongdong Yao and Xin Su and Bei Liu and Jie Zeng",

note = "Publisher Copyright: {\textcopyright} ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2019.; 10th International Conference on Ad Hoc Networks, ADHOCNETS 2018 ; Conference date: 20-09-2018 Through 23-09-2018",

year = "2019",

doi = "10.1007/978-3-030-05888-3\_16",

language = "English",

isbn = "9783030058876",

series = "Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST",

publisher = "Springer Verlag",

pages = "167--176",

editor = "Shiwen Mao and Wei Xiang and Jun Zheng and Feng Yan and Pascal Lorenz",

booktitle = "Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings",

address = "Germany",

}

Yao, D, Su, X, Liu, B & Zeng, J 2019, A speed-adjusted vertical handover algorithm based on fuzzy logic. in S Mao, W Xiang, J Zheng, F Yan & P Lorenz (eds), Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, vol. 258, Springer Verlag, pp. 167-176, 10th International Conference on Ad Hoc Networks, ADHOCNETS 2018, Cairns, Australia, 20/09/18. https://doi.org/10.1007/978-3-030-05888-3_16

A speed-adjusted vertical handover algorithm based on fuzzy logic. / Yao, Dongdong; Su, Xin; Liu, Bei et al.
Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings. ed. / Shiwen Mao; Wei Xiang; Jun Zheng; Feng Yan; Pascal Lorenz. Springer Verlag, 2019. p. 167-176 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 258).

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

TY - GEN

T1 - A speed-adjusted vertical handover algorithm based on fuzzy logic

AU - Yao, Dongdong

AU - Su, Xin

AU - Liu, Bei

AU - Zeng, Jie

N1 - Publisher Copyright: © ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2019.

PY - 2019

Y1 - 2019

N2 - The development of wireless communication technology promotes the inevitability of network integration. In order to solve the problems in the process of heterogeneous wireless networks handover, this paper proposes a speed-adjusted vertical handover algorithm based on fuzzy logic. The algorithm periodically acquires motion information of the terminal in the heterogeneous network environment. By using a threshold function based on the simple weighting method and adjusting the threshold value in combination with the speed, the information that is not suitable for handover will be filtered out. Then, the received signal strength (RSS), network available bandwidth, and battery power are normalized and put into a fuzzy logic controller to obtain a comprehensive network performance value (NCPV). Finally, the handover decision is performed according to NCPV. The simulation results show that this algorithm can reduce unnecessary handover with the increase of speed and suppress the generation of ping-pong effect, compared with the traditional algorithm. In addition, this algorithm also considers factors such as network delay, service cost, etc. Those improve the quality of service (QoS) and user satisfaction.

AB - The development of wireless communication technology promotes the inevitability of network integration. In order to solve the problems in the process of heterogeneous wireless networks handover, this paper proposes a speed-adjusted vertical handover algorithm based on fuzzy logic. The algorithm periodically acquires motion information of the terminal in the heterogeneous network environment. By using a threshold function based on the simple weighting method and adjusting the threshold value in combination with the speed, the information that is not suitable for handover will be filtered out. Then, the received signal strength (RSS), network available bandwidth, and battery power are normalized and put into a fuzzy logic controller to obtain a comprehensive network performance value (NCPV). Finally, the handover decision is performed according to NCPV. The simulation results show that this algorithm can reduce unnecessary handover with the increase of speed and suppress the generation of ping-pong effect, compared with the traditional algorithm. In addition, this algorithm also considers factors such as network delay, service cost, etc. Those improve the quality of service (QoS) and user satisfaction.

KW - Fuzzy logic

KW - Speed-adjusted

KW - Vertical handover

UR - https://www.scopus.com/pages/publications/85058987270

U2 - 10.1007/978-3-030-05888-3_16

DO - 10.1007/978-3-030-05888-3_16

M3 - Conference contribution

AN - SCOPUS:85058987270

SN - 9783030058876

T3 - Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

SP - 167

EP - 176

BT - Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings

A2 - Mao, Shiwen

A2 - Xiang, Wei

A2 - Zheng, Jun

A2 - Yan, Feng

A2 - Lorenz, Pascal

PB - Springer Verlag

T2 - 10th International Conference on Ad Hoc Networks, ADHOCNETS 2018

Y2 - 20 September 2018 through 23 September 2018

ER -

Yao D, Su X, Liu B, Zeng J. A speed-adjusted vertical handover algorithm based on fuzzy logic. In Mao S, Xiang W, Zheng J, Yan F, Lorenz P, editors, Ad Hoc Networks - 10th EAI International Conference, ADHOCNETS 2018, Proceedings. Springer Verlag. 2019. p. 167-176. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST). doi: 10.1007/978-3-030-05888-3_16

A speed-adjusted vertical handover algorithm based on fuzzy logic

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