研究生: |
許雅淑 Ya-Shu Xu |
---|---|
論文名稱: |
LTE-A 網路環境下最大化下鏈無線電資源使用率 Maximizing the Usage of Downlink Radio Resources in LTE-A Networks |
指導教授: |
馮輝文
Huei-Wen Ferng |
口試委員: |
葉生正
none 林嘉慶 none 范欽雄 Chin-Shyurng Fahn |
學位類別: |
碩士 Master |
系所名稱: |
電資學院 - 資訊工程系 Department of Computer Science and Information Engineering |
論文出版年: | 2015 |
畢業學年度: | 103 |
語文別: | 中文 |
論文頁數: | 33 |
中文關鍵詞: | 長期演進技術升級版 、載波聚合排程 、貪婪演算法 |
外文關鍵詞: | Long Term Evolution-Advanced, Carrier Aggregation, Greedy Algorithm |
相關次數: | 點閱:242 下載:1 |
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在長期演進技術升級版(Long Term Evolution-Advanced, LTE-A) 環境下,載波聚合為提升系統可供應最大速率的關鍵技術,可讓使用者以聚合多個單元載波來大幅提升傳輸速率。本論文專注於載波聚合技術部分,提出的方法為找尋最小分配的載波數使用量,藉由反覆聚合多個在此時最少可聚合的載波數的載波集合以提升系統的頻寬使用,同時可讓更多的使用者需求被服務到。我們證明了此問題為NP-Hard 問題,並推導了貪婪演算法以實作方法。藉由模擬結果可觀察出,本論文的方法在頻寬的使用與單元載波的使用量上比相近的文獻有更好的效果。
In the Long Term Evolution-Advanced (LTE-A) network, Carrier Aggregation (CA) is a key technique to enhance the total transmission rate by means of aggregating multiple component carriers (CCs). Focusing on CA, a scheme is proposed in this thesis to find the minimum number of allocated carriers through aggregating local minimum allocated carriers repeatedly to improve the usage of system bandwidth so that more service requests can be granted accordingly. We prove that the problem we considered is NP-hard. Therefore, a greedy algorithm is then utilized to find the solution. Via simulations, we show that our scheme works better than a closely related scheme in the literature in terms of bandwidth consumed and number of CCs used.
[1] ITU-R, “Requirements related to technical performance for IMT-Advanced radio interface(s),” Tech. Rep., ITU-R M.2134, Nov. 2008.
[2] 3GPP, “Carrier aggregation,” Tech. Rep., 3GPP TR 36.808, July 2013.
[3] ETSI, “LTE; General packet radio service (GPRS) enhancements for evolved
universal terrestrial radio access network (E-UTRAN) access,” Tech. Rep.,
ETSI TS 123.401, April 2013.
[4] D. Niyato and E. Hossain, “Queueing analysis of OFDM/TDMA systems,” in
Proc. IEEE Global Telecommunications Conference, vol. 6, pp. 5–pp, Dec.
2005.
[5] ETSI, “LTE; Evolved universal terrestrial radio access (E-UTRA); Physical channels and modulation,” Tech. Rep., ETSI TS 136.211, April 2010.
[6] H. Lee, S. Vahid, and K. Moessner, “A survey of radio resource management for spectrum aggregation in LTE-advanced,” IEEE Communications Surveys & Tutorials, vol. 16, no. 2, pp. 745–760, Nov. 2013.
[7] ETSI, “LTE; Evolved universal terrestrial radio access (E-UTRA); Physical layer procedures,” Tech. Rep., ETSI TS 136.213, Oct. 2009.
[8] L. Chen, W. Chen, X. Zhang, and D. Yang, “Analysis and simulation for spectrum aggregation in LTE-advanced system,” in Proc. IEEE Vehicular Technology Conference, pp. 1–6, Fall 2009.
[9] L. Zhang, K. Zheng, W. Wang, and L. Huang, “Performance analysis on carrier scheduling schemes in the long-term evolution-advanced system with
carrier aggregation,” IET communications, vol. 5, no. 5, pp. 612–619, March
2011.
[10] Y. Wang, K. Pedersen, T. B. Sorensen, P. E. Mogensen, et al., “Carrier load balancing and packet scheduling for multi-carrier systems,” IEEE Transactions on Wireless Communications, vol. 9, no. 5, pp. 1780–1789, May 2010.
[11] F. Capozzi, G. Piro, L. A. Grieco, G. Boggia, and P. Camarda, “Downlink
packet scheduling in LTE cellular networks: Key design issues and a survey,”
IEEE Communications Surveys & Tutorials, vol. 15, no. 2, pp. 678–700, June
2013.
[12] S. Sesia, I. Toufik, and M. Baker, LTE : The UMTS Long Term Evolution.
Wiley Online Library, 2009.
[13] Y. Wang, K. Pedersen, P. E. Mogensen, T. B. Sorensen, et al., “Carrier load balancing methods with bursty traffic for LTE-advanced systems,” in Proc. IEEE 20th International Symposium on Personal, Indoor and Mobile Radio
Communications, pp. 22–26, Sept. 2009.
[14] H.-S. Liao, P.-Y. Chen, and W.-T. Chen, “An efficient downlink radio resource allocation with carrier aggregation in LTE-advanced networks,” IEEE Transactions on Mobile Computing, vol. 13, no. 10, pp. 2229–2239, Jan. 2014.
[15] X. Cheng, G. Gupta, and P. Mohapatra, “Joint carrier aggregation and packet scheduling in LTE-advanced networks,” in Proc. IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks
(SECON), pp. 469–477, June 2013.
[16] D. Pisinger, “Algorithms for knapsack problems,” Citeseer, 1995.
[17] S. Martello and P. Toth, Knapsack Problems : Algorithms And Computer
Implementations. John Wiley & Sons, Inc., 1990.
[18] G. L. Nemhauser, L. A. Wolsey, and M. L. Fisher, “An analysis of approximations for maximizing submodular set functions - I,” Mathematical Programming, vol. 14, no. 1, pp. 265–294, Dec. 1978.
[19] M. L. Fisher, G. L. Nemhauser, and L. A. Wolsey, An Analysis Of
Approximations For Maximizing Submodular Set Functions - II. Springer,
Feb. 1978.
[20] S. Iwata, L. Fleischer, and S. Fujishige, “A combinatorial strongly polynomial algorithm for minimizing submodular functions,” Journal of the ACM (JACM), vol. 48, no. 4, pp. 761–777, July 2001.
[21] A. Krause and D. Golovin, “Submodular function maximization,” Tractability: Practical Approaches to Hard Problems, vol. 3, p. 19, 2012.
[22] Y. Xu, H. Yang, F. Ren, C. Lin, and X. Shen, “Frequency domain packet
scheduling with mimo for 3GPP LTE downlink,” IEEE Transactions on Wireless
Communications, vol. 12, no. 4, pp. 1752–1761, March 2013.
[23] S.-B. Lee, S. Choudhury, A. Khoshnevis, S. Xu, and S. Lu, “Downlink MIMO with frequency-domain packet scheduling for 3GPP LTE,” in Proc. IEEE INFOCOM, pp. 1269–1277, April 2009.
[24] “LTE Simulator.” http://telematics.poliba.it/index.php/en/lte-sim.
[25] G. Piro, L. A. Grieco, G. Boggia, F. Capozzi, and P. Camarda, “Simulating LTE cellular systems : an open-source framework,” IEEE Transactions on Vehicular Technology, vol. 60, no. 2, pp. 498–513, Nov. 2011.
[26] ETSI, “Universal mobile telecommunications system (UMTS); RF system
scenarios,” Tech. Rep., ETSI TR 125.942, June 2002.
[27] W. C. Jakes and D. C. Cox, Microwave Mobile Communications. Wiley-IEEE
Press, 1994.
[28] M. T. Kawser, N. I. B. Hamid, M. N. Hasan, M. S. Alam, and M. M. Rahman, “Downlink SNR to CQI mapping for different multiple antenna techniques in LTE,” International Journal of Information and Electronics Engineering, vol. 2, no. 5, pp. 757–760, Sep. 2012.
[29] E. Dahlman, S. Parkvall, J. Skold, and P. Beming, 3G evolution HSPA and
LTE for mobile broadband. Academic press, 2010.