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Erschienen in: Wireless Networks 7/2015

01.10.2015

Distributed dynamic load balancing in a heterogeneous network using LTE and TV white spaces

verfasst von: Ghadah Aldabbagh, Sheikh Tahir Bakhsh, Nadine Akkari, Sabeen Tahir, Sana Khan, John Cioffi

Erschienen in: Wireless Networks | Ausgabe 7/2015

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Abstract

With advances in technology, network operators may need to set up a dynamic spectrum access overlay in heterogeneous networks (HetNets) to increase network coverage, spectrum efficiency, and the capacity of these networks. Uses of TV white space (TVWS) and long term evolution (LTE) are the combination of a new research direction to meet the increasing user demands in the domain of wireless cellular networks. Without the consideration of traffic flow, a network may operate with serious congestion problems that degrade the system performance. Congestion problems can be resolved by either reducing traffic flow or increasing the bandwidth provision. This paper has proposed Distributed dynamic load balancing (DDLB) cellular-based TVWS and LTE technique, such that a cellular-based device can operate on both TVWS and LTE by simply switching its frequency of operation when necessary. The objective of this paper is to resolve the congestion problems in a HetNet through dynamically constructing new clusters to increase the system bandwidth. The simulation results show that the proposed technique solved the bottleneck problem, reduced transmission control overhead and power consumption, and increased the average throughput and load balancing index.

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Literatur
1.
Zurück zum Zitat Mendes, L. D. P., & Rodrigues, J. J. P. C. (2011). A survey on cross-layer solutions for wireless sensor networks. Journal of Network and Computer Applications, 34, 523–534.CrossRef Mendes, L. D. P., & Rodrigues, J. J. P. C. (2011). A survey on cross-layer solutions for wireless sensor networks. Journal of Network and Computer Applications, 34, 523–534.CrossRef
2.
Zurück zum Zitat Whitaker, R. M., et al. (2005). The infrastructure efficiency of cellular wireless networks. Computer Networks, 48, 941–959.CrossRef Whitaker, R. M., et al. (2005). The infrastructure efficiency of cellular wireless networks. Computer Networks, 48, 941–959.CrossRef
3.
Zurück zum Zitat Lai, W. K., & Tang, C.-L. (2013). QoS-aware downlink packet scheduling for LTE networks. Computer Networks, 57, 1689–1698.CrossRef Lai, W. K., & Tang, C.-L. (2013). QoS-aware downlink packet scheduling for LTE networks. Computer Networks, 57, 1689–1698.CrossRef
4.
Zurück zum Zitat Xenakis, D., et al. (2012). An energy-centric handover decision algorithm for the integrated LTE macrocell–femtocell network. Computer Communications, 35, 1684–1694.CrossRef Xenakis, D., et al. (2012). An energy-centric handover decision algorithm for the integrated LTE macrocell–femtocell network. Computer Communications, 35, 1684–1694.CrossRef
5.
Zurück zum Zitat Kawade, S., & Nekovee, M. (2011). Broadband wireless delivery using an inside-out TV white space network architecture. In Global telecommunications conference, 2011 IEEE, pp. 1–6. Kawade, S., & Nekovee, M. (2011). Broadband wireless delivery using an inside-out TV white space network architecture. In Global telecommunications conference, 2011 IEEE, pp. 1–6.
6.
Zurück zum Zitat Villardi, G. P., et al. (2012). TV white space technology: Interference in portable cognitive emergency network. Vehicular Technology Magazine, IEEE, 7, 47–53.CrossRef Villardi, G. P., et al. (2012). TV white space technology: Interference in portable cognitive emergency network. Vehicular Technology Magazine, IEEE, 7, 47–53.CrossRef
7.
Zurück zum Zitat Gupta, A., et al. (2007). Decentralized key generation scheme for cellular-based heterogeneous wireless ad hoc networks. Journal of Parallel and Distributed Computing, 67, 981–991.MATHCrossRef Gupta, A., et al. (2007). Decentralized key generation scheme for cellular-based heterogeneous wireless ad hoc networks. Journal of Parallel and Distributed Computing, 67, 981–991.MATHCrossRef
8.
Zurück zum Zitat Cao, J., et al. (2012). A simple and robust handover authentication between HeNB and eNB in LTE networks. Computer Networks, 56, 2119–2131.CrossRef Cao, J., et al. (2012). A simple and robust handover authentication between HeNB and eNB in LTE networks. Computer Networks, 56, 2119–2131.CrossRef
9.
Zurück zum Zitat Han Nah, C., et al. (2012). An interference analysis for coexistence of femto-LTE in TV white space with various OOB level. In ICT convergence (ICTC), 2012 international conference on, pp. 137–138. Han Nah, C., et al. (2012). An interference analysis for coexistence of femto-LTE in TV white space with various OOB level. In ICT convergence (ICTC), 2012 international conference on, pp. 137–138.
10.
Zurück zum Zitat Balamurthi, R., et al. (2011). A TV white space spectrum sensing prototype. In New frontiers in dynamic spectrum access networks (DySPAN), 2011 IEEE symposium on, pp. 297–307. Balamurthi, R., et al. (2011). A TV white space spectrum sensing prototype. In New frontiers in dynamic spectrum access networks (DySPAN), 2011 IEEE symposium on, pp. 297–307.
11.
Zurück zum Zitat Sang Yun, L., et al. (2010). Area spectrum efficiency of TV White space wireless system with transmit power control. In Advanced communication technology (ICACT), 2010 the 12th international conference on, pp. 1061–1066. Sang Yun, L., et al. (2010). Area spectrum efficiency of TV White space wireless system with transmit power control. In Advanced communication technology (ICACT), 2010 the 12th international conference on, pp. 1061–1066.
12.
Zurück zum Zitat Koike-Akino, T., et al. (2009). Optimized constellations for two-way wireless relaying with physical network coding. Selected Areas in Communications, IEEE Journal on, 27, 773–787.CrossRef Koike-Akino, T., et al. (2009). Optimized constellations for two-way wireless relaying with physical network coding. Selected Areas in Communications, IEEE Journal on, 27, 773–787.CrossRef
13.
Zurück zum Zitat Tabrizi, H., et al. (2013). Tethering over TV white-space: Dynamic hotspot selection and resource allocation. In IEEE vehicular technology conference, Las Vegas, Nevada. Tabrizi, H., et al. (2013). Tethering over TV white-space: Dynamic hotspot selection and resource allocation. In IEEE vehicular technology conference, Las Vegas, Nevada.
14.
Zurück zum Zitat Sasikumar, P., & Khara, S. (2012). K-means clustering in wireless sensor networks. In Computational intelligence and communication networks (CICN), 2012 fourth international conference on, pp. 140–144. Sasikumar, P., & Khara, S. (2012). K-means clustering in wireless sensor networks. In Computational intelligence and communication networks (CICN), 2012 fourth international conference on, pp. 140–144.
15.
Zurück zum Zitat Liansheng, T., et al. (2008). A balanced parallel clustering protocol for wireless sensor networks using K-means techniques. In Sensor technologies and applications, 2008. SENSORCOMM ‘08. second international conference on, pp. 300–305. Liansheng, T., et al. (2008). A balanced parallel clustering protocol for wireless sensor networks using K-means techniques. In Sensor technologies and applications, 2008. SENSORCOMM ‘08. second international conference on, pp. 300–305.
16.
Zurück zum Zitat Hassanein, H., et al. (2005). Infrastructure-based MAC in wireless mobile ad-hoc networks. Ad Hoc Networks, 3, 717–743.CrossRef Hassanein, H., et al. (2005). Infrastructure-based MAC in wireless mobile ad-hoc networks. Ad Hoc Networks, 3, 717–743.CrossRef
17.
Zurück zum Zitat Xiao Hui, L., et al. (2009). A clustering algorithm based on K-means for wireless indoor monitoring system. In Information technology and computer science, 2009. ITCS 2009. International conference on, pp. 488–492. Xiao Hui, L., et al. (2009). A clustering algorithm based on K-means for wireless indoor monitoring system. In Information technology and computer science, 2009. ITCS 2009. International conference on, pp. 488–492.
18.
Zurück zum Zitat Arthur, D., & Vassilvitskii, S. (2007). K-means++: The advantages of careful seeding. Presented at the ACM-SIAM symposium on Dicrete algorithms, 2007. Arthur, D., & Vassilvitskii, S. (2007). K-means++: The advantages of careful seeding. Presented at the ACM-SIAM symposium on Dicrete algorithms, 2007.
19.
Zurück zum Zitat Bradley, P., et al. Constrained K-means clustering. In Technical report MSR-TR-2000-65. Microsoft Research, Redmond, WA. Bradley, P., et al. Constrained K-means clustering. In Technical report MSR-TR-2000-65. Microsoft Research, Redmond, WA.
20.
Zurück zum Zitat Murty, R., et al. (2012). SenseLess: A database-driven white spaces network. Mobile Computing, IEEE Transactions on, 11, 189–203.CrossRef Murty, R., et al. (2012). SenseLess: A database-driven white spaces network. Mobile Computing, IEEE Transactions on, 11, 189–203.CrossRef
21.
Zurück zum Zitat Hui, X., et al. (2009). K-means clustering versus validation measures: A data-distribution perspective. Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, 39, 318–331.CrossRef Hui, X., et al. (2009). K-means clustering versus validation measures: A data-distribution perspective. Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, 39, 318–331.CrossRef
22.
Zurück zum Zitat Liu, D., et al. (2012). Research on cooperative user relaying assisted load balance scheme in OFDMA networks. Procedia Engineering, 29, 3799–3807.CrossRef Liu, D., et al. (2012). Research on cooperative user relaying assisted load balance scheme in OFDMA networks. Procedia Engineering, 29, 3799–3807.CrossRef
23.
Zurück zum Zitat Tabrizi, H., et al. (2013). Coordinated tethering over white-spaces. In IEEE transactions on vehicular technology, pp. 1–10. Tabrizi, H., et al. (2013). Coordinated tethering over white-spaces. In IEEE transactions on vehicular technology, pp. 1–10.
24.
Zurück zum Zitat Akkari, N., et al. (2014). Dynamic clustering protocol for coordinated tethering over cellular networks. Journal of Network and Computer Applications, 42, 92–101.CrossRef Akkari, N., et al. (2014). Dynamic clustering protocol for coordinated tethering over cellular networks. Journal of Network and Computer Applications, 42, 92–101.CrossRef
25.
Zurück zum Zitat Akkari, N., et al. (2013). Coordinated tethering over cellular networks: Handover scenarios and signaling. In Personal indoor and mobile radio communications (PIMRC), IEEE 24th international symposium on, pp. 2170–2174. Akkari, N., et al. (2013). Coordinated tethering over cellular networks: Handover scenarios and signaling. In Personal indoor and mobile radio communications (PIMRC), IEEE 24th international symposium on, pp. 2170–2174.
26.
Zurück zum Zitat Khalifah, A., et al. (2014). Dense areas femtocell deployment: Access types and challenges. In The third international conference on e-technologies and networks for development. Khalifah, A., et al. (2014). Dense areas femtocell deployment: Access types and challenges. In The third international conference on e-technologies and networks for development.
Metadaten
Titel
Distributed dynamic load balancing in a heterogeneous network using LTE and TV white spaces
verfasst von
Ghadah Aldabbagh
Sheikh Tahir Bakhsh
Nadine Akkari
Sabeen Tahir
Sana Khan
John Cioffi
Publikationsdatum
01.10.2015
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 7/2015
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-015-0921-4

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