TY - GEN
T1 - A fuzzy MADM ranking approach for vertical mobility in next generation hybrid networks
AU - Mehbodniya, Abolfazl
AU - Kaleem, Faisal
AU - Yen, Kang K.
AU - Adachi, Fumiyuki
PY - 2012
Y1 - 2012
N2 - The wireless technologies in a heterogeneous wireless network usually differ in terms of, but not limited to, their offered bandwidths, operating frequencies and costs, coverage areas, and latencies. Currently, no single wireless technology claims to provide cost-effective services, which offers high bandwidths and low latencies to all mobile users in a large coverage area. This is where the need for well-organized vertical handoffs (VHOs) between heterogeneous wireless technologies become evident. This paper presents a new VHO algorithm which takes into account a complete set of system attributes to fulfill two tasks. The first task is to perform the VHO Necessity Estimation (VHONE) utilizing several parallel Fuzzy Logic Controllers (FLCs) with reduced rule sets to estimate the VHO necessity. The second task is the selection of the best network as the target for VHO, where a ranking algorithm is developed based on TOPSIS. Priority Weights for the different system attributes are calculated based on a Fuzzy Analytical Hierarchy Process (FAHP). Later, simulations based on four traffic classes (conversational, streaming, background, and interactive) in the presence of three wireless networks (WLAN, WMAN, and WWAN), are carried out using a comprehensive wireless simulation test-bed that contains all the necessary Radio Resource Management (RRM) modules.
AB - The wireless technologies in a heterogeneous wireless network usually differ in terms of, but not limited to, their offered bandwidths, operating frequencies and costs, coverage areas, and latencies. Currently, no single wireless technology claims to provide cost-effective services, which offers high bandwidths and low latencies to all mobile users in a large coverage area. This is where the need for well-organized vertical handoffs (VHOs) between heterogeneous wireless technologies become evident. This paper presents a new VHO algorithm which takes into account a complete set of system attributes to fulfill two tasks. The first task is to perform the VHO Necessity Estimation (VHONE) utilizing several parallel Fuzzy Logic Controllers (FLCs) with reduced rule sets to estimate the VHO necessity. The second task is the selection of the best network as the target for VHO, where a ranking algorithm is developed based on TOPSIS. Priority Weights for the different system attributes are calculated based on a Fuzzy Analytical Hierarchy Process (FAHP). Later, simulations based on four traffic classes (conversational, streaming, background, and interactive) in the presence of three wireless networks (WLAN, WMAN, and WWAN), are carried out using a comprehensive wireless simulation test-bed that contains all the necessary Radio Resource Management (RRM) modules.
KW - FAHP
KW - Heterogeneous Wireless Networks
KW - Network Access Selection
KW - TOPSIS
KW - Vertical Handoff
KW - WLAN
KW - WMAN
KW - WWAN
UR - http://www.scopus.com/inward/record.url?scp=84874572620&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84874572620&partnerID=8YFLogxK
U2 - 10.1109/ICUMT.2012.6459676
DO - 10.1109/ICUMT.2012.6459676
M3 - Conference contribution
AN - SCOPUS:84874572620
SN - 9781467320153
T3 - International Congress on Ultra Modern Telecommunications and Control Systems and Workshops
SP - 262
EP - 267
BT - 4th International Congress on Ultra Modern Telecommunications and Control Systems 2012, ICUMT 2012
T2 - 2012 4th International Congress on Ultra Modern Telecommunications and Control Systems, ICUMT 2012
Y2 - 3 October 2012 through 5 October 2012
ER -