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Performance Analysis of Two Level Calendar Disc Scheduling in LTE Advanced System with Carrier Aggregation

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Abstract

Carrier aggregation (CA) is introduced in long term evolution advanced (LTE-A) networks for effectively utilize the wider bandwidth of up to 100 MHz, while ensuring the backward compatibility with LTE networks. So, a well-designed scheduling method is indispensable when both the type of users (LTE and LTE-A users) is present in the network. In this paper, a two level calendar disc scheduling method is proposed to satisfy the quality of service requirements of real-time users. A calendar disc is a continuous time frame of one component carrier. Initially, the level-1 scheduler, namely, the disc scheduler (DS) schedules the packets based on user type, packet type and the supported CA by the user equipment by calculating the DS metric and creates calendar discs. At the next level, level-2 scheduler called super scheduler schedules the packets in frequency domain by processing on those calendar disc created by DS. From the simulation results it is confirmed that the algorithm provides 7% increase in Total Goodput, 50% reduction in PLR, 16% reduction in delay for VoIP flows and 5% increase in Total Goodput, 88% reduction in delay for video flows when compared to the existing algorithm.

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References

  1. GPP TR 36.913 V9.0.0. Requirement for further advancements for E-UTRA (LTE- Advanced, Dec 2009.

  2. GPP, Tech. Specific. Group Radio Access Network- Requirements for Evolved UTRA (E-UTRA) and Evolved UTRAN (E-UTRAN), 3GPP TS 25.913.

  3. Yuan, G. X., Zhang, X., & Wang, W. B. (2010). Carrier aggregation for LTE advanced mobiless communication systems. IEEE Communications Magazine, 48(2), 88–93.

    Article  Google Scholar 

  4. Akyildiz, Ian F., Gutierrez-Estevez, David M., & Reyes, Elias Chavarria. (2010). The evolution to 4G cellular systems: LTE-advanced. Physical Communications, 3(4), 217–244.

    Article  Google Scholar 

  5. GPP TR 36.814: Further advancements for E-UTRA physical layer aspects (Release 9), Jan 2009.

  6. Capozzi, F., Piro, G., Grieco, L. A., Boggia, G., & Camarda, P. (2013). Downlink packet scheduling in LTE cellular networks: Key design issues and a survey. IEEE Communications Surveys and Tutorials, 15(2), 678–700.

    Article  Google Scholar 

  7. Sadiq, B., Baek, S. J., & de Veciana, G. (2011). Delay-optimal opportunistic scheduling and approximations: The log rule. IEEE Transactions on Networking, 19(2), 406–418.

    Article  Google Scholar 

  8. Song, Jungsup, Gil, Gye-Tae, & Kim, Dong-Hoi. (2010). Packet-scheduling algorithm by the ratio of transmit power to the transmission bits in 3GPP LTE downlink. EURASIP Journal on Wireless Communications and Networking, 1(1), 1–8.

    Google Scholar 

  9. Sadiq, B., Madan, R., & Sampath, A. (2009). Downlink scheduling for multiclass traffic in LTE. EURASIP Journal of Wireless Communication Networks, 2(1), 9–13.

    Google Scholar 

  10. Ramli, H., Basukalass, R., Sandrasegaran, K., & Patachaianand, R. (2009). Performance of well known packet scheduling algorithms in the downlink 3GPP LTE system. IEEE International Conference on Communication, MICC, Kuala Lumpur, Malaysia, 1(1), 815–820.

    Google Scholar 

  11. Lai, W. K., Tang, C.-L., & Wei Kuang Lai and Chang-Lung Tang. (2013). QoS-aware downlink packet scheduling for LTE networks. Computer Networks, 57(1), 1689–1698.

    Article  Google Scholar 

  12. Michael Brehm and Ravi Prakash. (2013). Overload-state downlink resource allocation in LTE MAC Layer. Wireless Networks, 19(1), 913–931.

    Google Scholar 

  13. Bokhari, F. A., komeroglu, H., Wong, H. Y., & Rahman, M. (2009). Cross-layer resource scheduling for video traffic in the downlink of OFDMA-based wireless 4G networks. EURASIP Journal on Wireless Communications and Networking, 2009, 1–10.

    Article  Google Scholar 

  14. SajidMushtaq, M., Fowler, S., Mellouk, A., & Augustin, B. (2015). QoE/QoS-aware LTE downlink scheduler for VoIP with power saving. Journal of Network and Computer Applications, 51(1), 29–46.

    Google Scholar 

  15. Rejeba, Sonia Ben, & Nasserb, N. (2014). A novel resource allocation scheme for LTE network in the presence of mobility. Journal of Network and Computer Applications, 46(1), 352–361.

    Article  Google Scholar 

  16. Ivesic, K., Skorin-Kapov, L., & Matijasevic, M. (2014). Cross-layer QoE-driven admission control and resource allocation for adaptive multimedia services in LTE. Journal of Network and Computer Application, 46(1), 336–351.

    Article  Google Scholar 

  17. Sulthana, S. F., & Nakkeeran, R. (2015). Performance analysis of service based scheduler in LTE OFDMA system. Wireless Personal Communications, 83(2), 841–854.

    Article  Google Scholar 

  18. FouziyaSulthana, S. F., & Nakkeeran, R. (2014). Study of downlink scheduling algorithms in LTE networks. Journal of Networks, 9(12), 3381–3391.

    Google Scholar 

  19. Lin, Le-Xiang, Liu, Yuan-an, Liu, Fang, Xie, Gang, Liu, Kai-min, & Ge, Xin-Yang. (2012). Resource scheduling in downlink LTE advanced systems with carrier aggregation. The Journal of China Universities of Posts and Telecommunications, 19(1), 44–49.

    Article  Google Scholar 

  20. Nguyen, S. C., & Sandrasegaran, K. (2012). Optimized proportional fair algorithm for long term evolution advanced system with multiple component carriers. IET Communications, 6(11), 1579–1586.

    Article  Google Scholar 

  21. Galaviz, Guillermo, Covarrubias, David H., Andrade, Angel G., & Villarreal, Salvador. (2012). A resource block organization strategy for scheduling in carrier aggregated systems. EURASIP Journal on Wireless Communications and Networking, 2012(1), 1–17.

    Article  Google Scholar 

  22. Wang, Yuanye, Pedersen, Klaus I., Sorensen, Troels B., & Mogensen, Preben E. (2010). Carrier load balancing and packet scheduling for multicarrier systems. IEEE Transactions on Wireless Communications, 9(5), 1780–1789.

    Article  Google Scholar 

  23. Chung, Yao-Liang, Jang, Lih-Jong, & Tsai, Zsehong. (2011). An efficient downlink packet scheduling algorithm in LTE advanced systems with carrier aggregation. IEEE Consumer Communication and Networking Conference, 1(1), 632–636.

    Google Scholar 

  24. Cormen, T. H., Leiserson, C. E., Rivest, R. L., & Stein, C. (2009). Introduction to algorithms. Cambridge: MIT Press.

    MATH  Google Scholar 

  25. Piro, G. LTE-Simthe LTE simulator. http://telematics.poliba.it/LTE-Sim.

  26. Piro, G., Grieco, L. A., Boggia, G., Capozzi, F., & Camarda, P. (2010). Simulating LTE cellular systems: An open source framework. IEEE Transactions on Vehicular Technology, 60(2), 498–513.

    Article  Google Scholar 

  27. Robalo, D., Velez, F. J., Paulo, R. R., & Piro, G. (2015). Extending the LTEsim simulator with multiband scheduling algorithms for carrier aggregation in LTE advanced scenarios. IEEE Vehicular Technology Conference, 1(1), 1–6.

    Google Scholar 

  28. Jain, R. K., Chiu, D. M. W., & Hawe, W. R. (1984). A quantitative measure of fairness and discrimination for resource allocation in shared computer system. Digital Equipment Corporation Report, DEC-TR-301.

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Correspondence to S. Shaffath Hussain Shakir.

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Shakir, S.S.H., Rajesh, A. Performance Analysis of Two Level Calendar Disc Scheduling in LTE Advanced System with Carrier Aggregation. Wireless Pers Commun 95, 2855–2871 (2017). https://doi.org/10.1007/s11277-017-3967-z

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