Adaptive network fuzzy inference system (ANFIS) handoff algorithm

Kwong Chiew Foong; Chuah Teong Chee; Lee Sze Wei

doi:10.1109/ICFCC.2009.95

Adaptive network fuzzy inference system (ANFIS) handoff algorithm

Kwong Chiew Foong, Chuah Teong Chee, Lee Sze Wei

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

23 Citations (Scopus)

Abstract

Mobility management in the heterogeneous environment demands different design approach, especially in the handoff decision. This is to fulfill the different requirements of different segments especially in the hybrid satellite and terrestrial scenario. There are many works done to replace the traditional handoff algorithm such as hysteresis and fuzzy logic based handoff algorithm. The fuzzy handoff algorithm proposed by earlier work is not optimized and required constant attention from the human experts. This paper proposes a newer approach using Adaptive Network Fuzzy Inference System (ANFIS) where the training element is incorporated into the existing fuzzy handoff algorithm.

Original language	English
Title of host publication	Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009
Pages	195-198
Number of pages	4
DOIs	https://doi.org/10.1109/ICFCC.2009.95
Publication status	Published - 2009
Externally published	Yes
Event	2009 International Conference on Future Computer and Communication, ICFCC 2009 - Kuala Lumpar, Malaysia Duration: 3 Apr 2009 → 5 Apr 2009

Publication series

Name	Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009

Conference

Conference	2009 International Conference on Future Computer and Communication, ICFCC 2009
Country/Territory	Malaysia
City	Kuala Lumpar
Period	3/04/09 → 5/04/09

Keywords

ANFIS
Fuzzy handoff
Handoff decision
Heterogeneous environment
Mobility management

ASJC Scopus subject areas

Computational Theory and Mathematics
Computer Science Applications
Computer Vision and Pattern Recognition
Software

Access to Document

10.1109/ICFCC.2009.95

Cite this

Foong, K. C., Chee, C. T., & Wei, L. S. (2009). Adaptive network fuzzy inference system (ANFIS) handoff algorithm. In Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009 (pp. 195-198). Article 5189770 (Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009). https://doi.org/10.1109/ICFCC.2009.95

@inproceedings{b0273919bc1f44228976385a8836a7c4,

title = "Adaptive network fuzzy inference system (ANFIS) handoff algorithm",

abstract = "Mobility management in the heterogeneous environment demands different design approach, especially in the handoff decision. This is to fulfill the different requirements of different segments especially in the hybrid satellite and terrestrial scenario. There are many works done to replace the traditional handoff algorithm such as hysteresis and fuzzy logic based handoff algorithm. The fuzzy handoff algorithm proposed by earlier work is not optimized and required constant attention from the human experts. This paper proposes a newer approach using Adaptive Network Fuzzy Inference System (ANFIS) where the training element is incorporated into the existing fuzzy handoff algorithm.",

keywords = "ANFIS, Fuzzy handoff, Handoff decision, Heterogeneous environment, Mobility management",

author = "Foong, {Kwong Chiew} and Chee, {Chuah Teong} and Wei, {Lee Sze}",

year = "2009",

doi = "10.1109/ICFCC.2009.95",

language = "English",

isbn = "9780769535913",

series = "Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009",

pages = "195--198",

booktitle = "Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009",

note = "2009 International Conference on Future Computer and Communication, ICFCC 2009 ; Conference date: 03-04-2009 Through 05-04-2009",

}

Foong, KC, Chee, CT & Wei, LS 2009, Adaptive network fuzzy inference system (ANFIS) handoff algorithm. in Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009., 5189770, Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009, pp. 195-198, 2009 International Conference on Future Computer and Communication, ICFCC 2009, Kuala Lumpar, Malaysia, 3/04/09. https://doi.org/10.1109/ICFCC.2009.95

Adaptive network fuzzy inference system (ANFIS) handoff algorithm. / Foong, Kwong Chiew; Chee, Chuah Teong; Wei, Lee Sze.
Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009. 2009. p. 195-198 5189770 (Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009).

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

TY - GEN

T1 - Adaptive network fuzzy inference system (ANFIS) handoff algorithm

AU - Foong, Kwong Chiew

AU - Chee, Chuah Teong

AU - Wei, Lee Sze

PY - 2009

Y1 - 2009

N2 - Mobility management in the heterogeneous environment demands different design approach, especially in the handoff decision. This is to fulfill the different requirements of different segments especially in the hybrid satellite and terrestrial scenario. There are many works done to replace the traditional handoff algorithm such as hysteresis and fuzzy logic based handoff algorithm. The fuzzy handoff algorithm proposed by earlier work is not optimized and required constant attention from the human experts. This paper proposes a newer approach using Adaptive Network Fuzzy Inference System (ANFIS) where the training element is incorporated into the existing fuzzy handoff algorithm.

AB - Mobility management in the heterogeneous environment demands different design approach, especially in the handoff decision. This is to fulfill the different requirements of different segments especially in the hybrid satellite and terrestrial scenario. There are many works done to replace the traditional handoff algorithm such as hysteresis and fuzzy logic based handoff algorithm. The fuzzy handoff algorithm proposed by earlier work is not optimized and required constant attention from the human experts. This paper proposes a newer approach using Adaptive Network Fuzzy Inference System (ANFIS) where the training element is incorporated into the existing fuzzy handoff algorithm.

KW - ANFIS

KW - Fuzzy handoff

KW - Handoff decision

KW - Heterogeneous environment

KW - Mobility management

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U2 - 10.1109/ICFCC.2009.95

DO - 10.1109/ICFCC.2009.95

M3 - Conference contribution

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SN - 9780769535913

T3 - Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009

SP - 195

EP - 198

BT - Proceedings - 2009 International Conference on Future Computer and Communication, ICFCC 2009

T2 - 2009 International Conference on Future Computer and Communication, ICFCC 2009

Y2 - 3 April 2009 through 5 April 2009

ER -

Adaptive network fuzzy inference system (ANFIS) handoff algorithm

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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