Title :
A dynamic load-balancing scheme for heterogeneous wireless networks
Author :
Shiao-Li Tsao ; Chen-Wei Wang ; Yun-Ciou Lin ; Ray-Guang Cheng
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao Tung. Univ., Hsinchu, Taiwan
Abstract :
Current heterogeneous wireless networks often overlap because of their complementary characteristics and the large deployment of various wireless access technologies. Mobile devices, which are equipped with multiple wireless interfaces, called multiple radio access technologies (multi-RATs) mobile stations (MSs), are also becoming increasingly popular. Therefore, common radio resource management (CRRM) has been proposed to coordinate heterogeneous radio resource allocations and improve the resource utilization of heterogeneous wireless networks. However, CRRM is an NP-hard problem, and low-complexity approaches for dynamic resource management are in high demand. In this paper, the resource request and allocation between multi-RAT MSs and heterogeneous wireless networks are modeled as a directed graph. Thus, the problem of searching for feasible radio resource allocations is simplified to finding trees in a directed graph. Based on the proposed model, a heuristic scheme can be used to find a feasible solution efficiently, and dynamically adjust the workload of heterogeneous BSs to accommodate new requests. Experimental results demonstrate that the heuristic scheme can reduce the request reject rate by 10%-55% compared with conventional approaches.
Keywords :
computational complexity; directed graphs; mobile computing; radio access networks; resource allocation; trees (mathematics); CRRM; NP-hard problem; common radio resource management; directed graph; dynamic load-balancing scheme; dynamic resource management; heterogeneous radio resource allocation coordination; heterogeneous wireless networks; low-complexity approach; mobile devices; multiRAT MS; multiple radio access technologies mobile stations; multiple wireless interfaces; request reject rate reduction; resource utilization improvement; trees finding; wireless access technologies; Handover; Quality of service; Resource management; Wireless LAN; Wireless networks; Common radio resource management; Dynamic load-balancing scheme; Heterogeneous wireless networks;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2014 IEEE
Conference_Location :
Istanbul
DOI :
10.1109/WCNC.2014.6952997