Mitigating the Impact of Cross-Tier Interference on Quality in Heterogeneous Cellular Networks

被引:13
作者
Agarwal, Bharat [1 ]
Togou, Mohammed Amine [1 ]
Ruffini, Marco [2 ]
Muntean, Gabriel-Miro [1 ]
机构
[1] Dublin City Univ, Sch Elect Engn, Dublin, Ireland
[2] Trinity Coll Dublin, Comp Sci & Stat Dept, Dublin, Ireland
来源
PROCEEDINGS OF THE 2020 IEEE 45TH CONFERENCE ON LOCAL COMPUTER NETWORKS (LCN 2020) | 2020年
基金
爱尔兰科学基金会;
关键词
Offloading; femtocell; macrocell; QoS; QoE; PSNR; SSIM; QOE;
D O I
10.1109/LCN48667.2020.9314834
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, the use of heterogeneous small-cell networks to offload traffic from existing cellular systems has attracted considerable attention. One of the significant challenges in heterogeneous networks (HetNet) is cross-tier interference, which becomes significant when macro-cell users (MUE) are in the vicinity of femtocell base stations (FBS). Indeed, the femtocell will cause significant interference to MUEs on the macrocell downlink (DL) while MUEs will induce hefty interference to the femtocell on the macrocell uplink (UL). Substantial work has focused on offloading and interference mitigation in HetNets; yet, none of them has considered the impact of cross-tier interference on quality of service (QoS), quality of experience (QoE). This paper proposes the Quality Efficient Femtocell Offloading Scheme (QEFOS) that selects the users most affected by the interference encountered and offloads them to nearby FBSs. QEFOS testing shows substantial improvements in terms of QoS and QoE perceived by users in heavy cross-tier interference scenarios in comparison with alternative approaches. In particular QEFOS's impact on throughput, packet loss ratio (PLR), peak-to-signal-noise ratio (PSNR), and structural similarity identity matrix (SSIM) was assessed.
引用
收藏
页码:497 / 502
页数:6
相关论文
共 12 条
[1]  
Ahson SA., 2011, FIXED MOBILE CONVERG
[2]  
Bi T., 2013, P IEEE ICNP GOTT GER, P1, DOI 10.1109/BMSB.2013.6621734
[3]   EvalVid - A framework for video transmission and quality evaluation [J].
Klaue, J ;
Rathke, B ;
Wolisz, A .
COMPUTER PERFORMANCE EVALUATION: MODELLING TECHNIQUES AND TOOLS, 2003, 2794 :255-272
[4]  
Liang Wang, 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), P1705, DOI 10.1109/PIMRC.2013.6666417
[5]   A Comprehensive Survey on Offload Techniques and Management in Wireless Access and Core Networks [J].
Maallawi, Rachad ;
Agoulmine, Nazim ;
Radier, Benoit ;
Ben Meriem, Tayeb .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (03) :1582-1604
[6]  
Mahmoud H. A., 2009, 2009 IEEE 20 INT S P
[7]   A Survey on Femtocells: Benefits Deployment Models and Proposed Solutions [J].
Mahmud, S. A. ;
Khan, G. M. ;
Zafar, H. ;
Ahmad, K. ;
Behttani, N. .
JOURNAL OF APPLIED RESEARCH AND TECHNOLOGY, 2013, 11 :733-754
[8]   Offloading in HetNet: A Coordination of Interference Mitigation, User Association, and Resource Allocation [J].
Oo, Thant Zin ;
Tran, Nguyen H. ;
Saad, Walid ;
Niyato, Dusit ;
Han, Zhu ;
Hong, Choong Seon .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2017, 16 (08) :2276-2291
[9]  
Pasca S. T. V., 2016, 2016 IEEE INT C ADV
[10]   A tool for multimedia quality assessment in NS3: QoE Monitor [J].
Saladino, D. ;
Paganelli, A. ;
Casoni, M. .
SIMULATION MODELLING PRACTICE AND THEORY, 2013, 32 :30-41