A Multi-Layer Parametric Approach to Maximize the Access Probability of Mobile Networks

被引:1
作者
Biagi, Mauro [1 ]
Cuomo, Francesca [1 ]
Perri, Massimo [2 ]
Irjoob, Ahmad [1 ]
机构
[1] Sapienza Univ Rome, Dept Informat Elect & Telecommun Engn, I-00184 Rome, Italy
[2] Italian Natl Inst Stat, Cent Directorate Informat & Commun Technol, I-00184 Rome, Italy
关键词
Opportunistic access; link measurements; outage; heterogeneous networks; vertical handover; HETEROGENEOUS WIRELESS NETWORKS; VERTICAL HANDOVER;
D O I
10.1109/ACCESS.2016.2614827
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Next-generation mobile networks (5G) are defined to provide access in the framework of heterogeneous systems where it is crucial to have "always on" and "everywhere connectivity" capabilities. This is of fundamental importance even in 4G mobile systems, down to 3G and also Wi-Fi and WiMAX. In order to guarantee access to users with handheld devices equipped with multiple radio interfaces, an automated and reconfigurable tool for selecting the best network to be connected with is needed. This should be achieved by avoiding service outages. Current vertical handovers, i.e., switching from a network to another, are essentially based on power received levels and often do not avoid temporary service outages. We propose in this paper a procedure to access mobile networks by sensing multiple performance parameters related to networks available in the considered area. We target at maximizing the probability of accessing the wireless medium despite the technology used. We develop an algorithm, based on dynamic programming, able to select the most suitable network. We present the performance of the proposed algorithm both on the basis of computer simulations and on tests performed in an Arduino-based hardware platform.
引用
收藏
页码:6692 / 6703
页数:12
相关论文
共 20 条
[1]   Enabling Vertical Handover Decisions in Heterogeneous Wireless Networks: A State-of-the-Art and A Classification [J].
Ahmed, Atiq ;
Boulahia, Leila Merghem ;
Gaiti, Dominique .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2014, 16 (02) :776-811
[2]   ATL:: An adaptive transport layer suite for next-generation wireless Internet [J].
Akan, ÖB ;
Akyildiz, IF .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2004, 22 (05) :802-817
[3]  
[Anonymous], 2009, 80221 IEEE, P1
[4]  
[Anonymous], P 13 INT C ADV MOB C
[5]  
Bazzi A., 2015, WIREL NETW, P1
[6]   Self-organising comprehensive handover strategy for multi-tier LTE-Advanced heterogeneous networks [J].
Behjati, Mohammadreza ;
Cosmas, John Paul ;
Nilavalan, Rajagopal ;
Araniti, Giuseppe ;
Condoluci, Massimo .
IET SCIENCE MEASUREMENT & TECHNOLOGY, 2014, 8 (06) :441-451
[7]  
Bertsekas D., 2005, Athena Scientific optimization and computation series, V1
[8]  
Biagi M., 2013, P IEEE VEH NETW C VN, P190
[9]   IEEE 802.11-Saturation Throughput Analysis [J].
Bianchi, Giuseppe .
IEEE COMMUNICATIONS LETTERS, 1998, 2 (12) :318-320
[10]   Performance issues with vertical handovers - Experiences from GPRS cellular and WLAN hot-spots integration [J].
Chakravorty, R ;
Vidales, P ;
Subramanian, K ;
Pratt, I ;
Crowcroft, J .
SECOND IEEE ANNUAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS, PROCEEDINGS, 2004, :155-164