TY - JOUR
T1 - Comprehensive survey on multi attribute decision making methods for wireless ad hoc networks
AU - Kim, Beom Su
AU - Kim, Ki Il
AU - Chang, Gyu Ri
AU - Kim, Kyong Hoon
AU - Roh, Bong Soo
AU - Ham, Jae Hyun
N1 - Publisher Copyright:
© 2019 Taiwan Academic Network Management Committee. All rights reserved.
PY - 2019
Y1 - 2019
N2 - Recently, to design dynamic networks without existing infrastructure, wireless ad hoc networks have been proposed to establish self-organizing networks. In this type of network, to resolve the primary research challenge of establishing a stable path between source and destination, several metrics or utility values have been proposed to meet the specific objectives, as well as improve packet delivery ratio when developing communication protocols or addressing technical issues. Notably, most existing studies use the Multi Attribute Decision Making (MADM) algorithm to balance weights between relevant metrics to realize the above objective. However, despite their significant efforts, a comprehensive survey paper analyzing them together has not been published. Thus, in this paper, we describe the recent research and development efforts to employ MADM in ad hoc networks. First, we provide an overview of MADM and explain the well-known algorithms. After categorizing the current work according to the algorithms, the existing schemes are further divided by the type of networks. Based on this classification, we then detail the procedures with their research objectives. Furthermore, we present other research challenges and apparent problems in this research area.
AB - Recently, to design dynamic networks without existing infrastructure, wireless ad hoc networks have been proposed to establish self-organizing networks. In this type of network, to resolve the primary research challenge of establishing a stable path between source and destination, several metrics or utility values have been proposed to meet the specific objectives, as well as improve packet delivery ratio when developing communication protocols or addressing technical issues. Notably, most existing studies use the Multi Attribute Decision Making (MADM) algorithm to balance weights between relevant metrics to realize the above objective. However, despite their significant efforts, a comprehensive survey paper analyzing them together has not been published. Thus, in this paper, we describe the recent research and development efforts to employ MADM in ad hoc networks. First, we provide an overview of MADM and explain the well-known algorithms. After categorizing the current work according to the algorithms, the existing schemes are further divided by the type of networks. Based on this classification, we then detail the procedures with their research objectives. Furthermore, we present other research challenges and apparent problems in this research area.
KW - Ad hoc networks
KW - Communication protocol
KW - Multi Attribute Decision Making
UR - http://www.scopus.com/inward/record.url?scp=85074883887&partnerID=8YFLogxK
U2 - 10.3966/160792642019092005022
DO - 10.3966/160792642019092005022
M3 - Article
AN - SCOPUS:85074883887
SN - 1607-9264
VL - 20
SP - 1575
EP - 1588
JO - Journal of Internet Technology
JF - Journal of Internet Technology
IS - 5
ER -