QoE-Based Selection Mechanism for Heterogeneous Networks with Multimedia Traffic

  • Gracieth M. Valenzuela UFPE
  • Isac Ferreira UFPE
  • Kelvin L. Dias UFPE
  • Paulo Cunha UFPE

Abstract


The increasing popularity of wireless networks such as Wi-Fi and WiMAX brings the need to promote a convergence of these technologies, in order to offer many opportunities for connectivity and the possibility of a seamless communication. In this context, this research aims to propose a mechanism for network selection based on the QoE - Quality of Experience. By extracting the collected results from simulations in Network Simulator (ns-2), we built a database of historical PSNR values, which is queried by the mobile node for the handover decision, with the help of the IEEE 802.21 protocol. Results show that QoE-based handover decisions achieve an increase of 15% on video quality.

References

Vanni, R. (2009) “Integração de serviços em ambientes heterogêneos: uso de semântica para comunicação entre entidades em mudanças de contexto”. Tese apresentada ao Instituto de Ciências Matemáticas e Computação da USP. USP-São Carlos.

Yoo, S., Cypher. D. and Golmie, N. (2007) “Timely Effective Handover Mechanism in Heterogeneous Wireless Networks”.

Kim, M., Moon, T., and Cho, S. (2009) “A Study on IEEE 802.21 MIH Frameworks in Heterogeneous Wireless Networks”. Wireless Networks: 242-246. Disponível em: [link].

Piamrat, K., Ksentini, A., Viho, C. and Bonnin, J. (2008) “QoE-based Network Selection for Multimedia Users in IEEE 802 . 11 Wireless Networks,” Wireless Networks, pp. 388-394.

Piamrat, K., Ksentini, A., Viho, C., Bonnin, J. (2011) “QoE-aware Vertical Handover in Wireless Heterogeneous Networks” Wireless Communications and Mobile Computing Conference (IWCMC), pp. 95-100.

Cisco. (2009) “Cisco Visual Networking Index: Forecast and Methodology, 2008–2013,” White Paper, July 2009; Disponível em: [link].

Chih-Heng, K., Cheng-Han, L. and Ce-Kuen, S. (2008) “An Advanced Si mulation Tool-set for Video Transmission Performance Evaluation”. The IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing. Disponível em: [link].

ITU-T Recommendations P.910 P.920 P.930. (1996) “Subjective video quality assessment methods for multimedia applications, interactive test methods for audiovisual communications, principles of a reference impairment system for video”.

Rubino, G., Cancela, H. and Rodriguez. (2007) “P.Perceptual quality in P2P multi-source video streaming policies”. Global Communications Conference, pp. 2780-2785

Khan, A., Sun, L. and Ifeachor, E. (2009) Impact of Video Content on Video Quality for Video over Wireless Networks. Fifth International Conference on Autonomic and Autonomous Systems: 277-282. DOI: 10.1109/ICAS.2009.23. Disponível em: [link].

Chikkerur, S. ; Sundaram, V. ; Reisslein, M. ; Karam, L.J. (2011) Objective Video Quality Assessment Methods: A Classification, Review, and Performance Comparison. 2011. Sch. of Electr., Comput., & Energy Eng., Arizona State Univ., Tempe, AZ, USA.

Albini, F. (2009) “Geração e Avaliação de Artefatos em Vídeo Digital”. Dissertação de Mestrado, Universidade Tecnológica Federal do Paraná – UTFPR, Curitiba, PR, Brasil.

Nishikawa, K., Munadi, K. and Kiya, H. (2008) “No-Reference PSNR Estimation for Quality Monitoring of Motion JPEG2000 Video Over Lossy Packet Networks”. IEEE Transactions on Multimedia 10, no. 4 (June): 637-645. Disponível em:: [link].

Pawar, P. Beijnun, B., Wac, K., Hermens H. and Honstantas, K. (2009) “Towards Location Based QoS-Aware Network Selection Mechanism for the Nomadic Mobile Services”. Consumer Communications and Networking Conference, CCNC 2009.

Mitra. S. Optimal Network Selection Algorithm for Heterogeneous Wireless Networks. 2010 Department of Computer Science and Technology, Bengal Engineering and Science University, Shibpur, India, Engineering and Science, pp. 86-91

Klaue, J. (2003) Disponível em: [link].

YUV CIF 2011 Disponível em: Disponível em: [link].
Published
2012-07-16
VALENZUELA, Gracieth M.; FERREIRA, Isac; DIAS, Kelvin L.; CUNHA, Paulo. QoE-Based Selection Mechanism for Heterogeneous Networks with Multimedia Traffic. In: INTEGRATED SOFTWARE AND HARDWARE SEMINAR (SEMISH), 39. , 2012, Curitiba/PR. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2012 . p. 107-118. ISSN 2595-6205.