Jaheon Gu
ABSTRACT
In D2D communication underlaying cellular networks, effective use of the radio resources is required to increase the total capacity of the entire networks. For satisfying the above requirement, practical and effective scheduling is necessary. An optimal proportional fair (PF) scheduling scheme that maximizes the logarithmic sum of the average user data rates provides an attractive trade-off between the user fairness and average data rates. Considering the fact that the optimal PF scheduling has the significantly high computational complexity, this paper proposes the evolutionary algorithm which has lower complexity than that of the optimal PF scheduling. The evolutionary algorithm achieves high logarithmic sum of the average user data rates while maintaining low computational complexity. Simulation results verify the performance of the proposed algorithms by comparing it with the optimal PF scheduling.
- UMTS Forum Report 44, "Mobile Traffic Forecasts 2010-2020 Report," Jan. 2011.Google Scholar
- OVUM, "Mobile Broadband Users and Revenues Forecast Pack to 2014," May 2009.Google Scholar
- Cisco, "Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2010--2015," 2011.Google Scholar
- Gabor Fodor, Erik Dahlman, Gunnar Mildh, Stefan Parkvall, Norbert Reider, Gyorgy Miklos, and Zoltan Turanyi, "Design Aspects of Network Assisted Device-to-Device Communications," IEEE Communications Magazine, vol. 50, no. 3, pp. 170--177, Mar. 2012.Google ScholarCross Ref
- Klaus Doppler, Mika Rinne, Carl Wijting, Cassio B. Ribeiro, and Klaus Hugl, "Device-to-Device Communication as an Underlay to LTE-Advanced Networks," IEEE Communications Magazine, vol. 47, no. 12, pp. 42--49, Dec. 2009. Google ScholarDigital Library
- I. F. Akyildiz, W.-Y. Lee, M. C. Vuran, and S. Mohanty, "NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey," ACM Comuter Networks, vol. 50, no. 13, pp. 2127--2159, Sep. 2006. Google ScholarDigital Library
- Pekka Jänis, Chia-Hao Yu, Klaus Doppler, Cassio B. Ribeiro, Carl Witjing, Klaus Hugl, Olav Tirkkonen, and Visa Koivunen, "Device-to-Device Communication Underlaying Cellular Communications Systems," International Journal of Communications, Network and System Sciences, vol. 2, no. 3, pp. 169--178, Jun. 2009.Google ScholarCross Ref
- R. Knopp and P. A. Humblet, "Information Capacity and Power Control in Single Cell Multiuser Communications," in Proc. IEEE International Conference of Communications, pp. 331--335, Jun. 1995.Google Scholar
- F. P. Kelly, A. K. Maulloo, and D. K. H. Tan, "Rate Control for Communication Networks: Shadow Prices, Proportional Fairness and Stability," Journal of the Operational Research Society, vol. 49, pp. 237--252, Apr. 1998.Google ScholarCross Ref
- H. Kim and Y. Han, "A Proportional Fair Scheduling for Multicarrier Transmission Systems," IEEE Communications Letters, vol. 9, no. 3, pp. 210--212, Mar. 2005.Google ScholarCross Ref
- 3GPP TR 36.942 V9.2.0, "E-UTRA Radio Frequency System Scenarios."Google Scholar
- J. Mo and J. Walrand, "Fair End-to-End Window-Based Congestion Control," IEEE/ACM Transactions on Networking, vol. 8, no. 5, Oct. 2000. Google ScholarDigital Library
- A. Jalali, R. Padovani, and R. Pankaj, "Data Throughput of CDMA-HDR a High Efficiency-High Data Rate Personal Communication Wireless System," in Proc. IEEE 51st Vehicular Technology Conference - Spring, vol. 3, pp. 1854--1958, May 2000.Google Scholar
- H. Kim and Y. Han, "A Proportional Fair Scheduling for Multicarrier Transmission Systems," IEEE Communications Letters, vol. 9, no. 3, pp. 210--212, Mar. 2005.Google ScholarCross Ref
- H. Kim, K. Kim, and Y. Han, "An Efficient Scheduling Algorithm for QoS Provision in Wireless Packet Data Transmission," in Proc. IEEE 13th International Symposium on Personal, Indoor and Mobile Radio Communications, pp. 73--77, Sep. 2002.Google Scholar
- ITU-R Report M.2135, Guidelines for Evaluation of Radio Interface Technologies for IMT-Advanced, 2008.Google Scholar
- R. Fraile, J. F. Monserrat, J. Gozalvez, and N. Cardona, "Mobile Radio Bi-Dimensional Large-Scale Fading Modelling With Site-to-Site Cross-Correlation," European Transactions on Telecommunications, vol. 19, no. 1, pp. 101--106, 2008.Google ScholarCross Ref
- A. Goldsmith, Wireless Communications. Cambridge Press, ISBN: 978-0-521-83716-3, 2005. Google ScholarCross Ref
- S. Sesia, I. Toufik, and M. Baker, "LTE - The UMTS Long Term Evolution: From Theory to Practice, 2nd ed.," published by Wiley, ISBN: 978-0-470-66025-6, 2011.Google ScholarCross Ref
Index Terms
- Evolutionary algorithm for proportional fair scheduling of device-to-device communications underlaying multi-carrier cellular networks
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