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CHAI Zheng-yi, WANG Hong-hai. Delay optimization scheduling algorithm in cognitive radio networks[J]. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2016, 25(2): 271-277. doi: 10.15918/j.jbit1004-0579.201625.0216
Citation: CHAI Zheng-yi, WANG Hong-hai. Delay optimization scheduling algorithm in cognitive radio networks[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2016, 25(2): 271-277.doi:10.15918/j.jbit1004-0579.201625.0216

Delay optimization scheduling algorithm in cognitive radio networks

doi:10.15918/j.jbit1004-0579.201625.0216
  • Received Date:2014-11-28
  • In cognitive radio networks, delay scheduling optimization has attracted an increasing attention in recent years. Numerous researches have been performed on it with different scenarios. However, these approaches have either high computational complexity or relatively poor performance. Delay scheduling is a constraint optimization problem with non-deterministic polynomial (NP) hard feathers. In this paper, we proposed an immune algorithm-based suboptimal method to solve the problem. Suitable immune operators have been designed such as encoding, clone, mutation and selection. The simulation results show that the proposed algorithm yields near-optimal performance and operates with much lower computational complexity.
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  • [1]
    Akyildiz I, Lee W, Vuran M,et al. Next generation/dynamic spectrum access/cognitive radio wireless networks:a survey[J]. Computer Networks 2006, 50(13):2127-2159.
    [2]
    Busson Anthony, Jabbari Bijan, Babaei Alireza, et al. Large overlaid cognitive radio networks:from delay scaling to asymptotic multiplexing gain[J]. Journal of Communications and Networks, 2014,16(1):67-80.
    [3]
    Tian Zhi, Leus Geert, Vincenzo Lottici. Joint dynamic resource allocation and waveform adaptation for cognitive networks[J].IEEE Journal on Selected Areas in Communications, 2011, 29(2):443-454.
    [4]
    G züpek D, Alag z F.Delay and delay optimal scheduling in cognitive radio networks under interference temperature constraints[J]. Journal of Communications and Networks (JCN), 2009, 11(2):147-155.
    [5]
    Tian Zhi, Leus Geert, Vincenzo Lottici. Joint dynamic resource allocation and waveform adaptation for cognitive networks[J]. IEEE Journal on Selected Areas in Communications, 2011, 29(2):443-454.
    [6]
    Chaporkar P, Kar K, Luo X,et al. Delay and fairness guarantees through maximal scheduling in wireless networks[J].IEEE Transactions on Information Theory, 2008, 54(2):572-594.
    [7]
    Chai Zhengyi, Liu Fang. A novel immune optimization algorithm for fairness resource allocation in cognitive wireless network[J]. Wireless Personal Communications, 2013,69(4):1671-1687.
    [8]
    An He, Kyung Kyoon Bae. Asurvey of artificial intelligence for cognitive radios[J]. IEEE Transactions on Vehicular Technology, 2010, 59(4):2132-2139.
    [9]
    Zhao Jun, Liu Quanli, Wang Wei, et al. A parallel immune algorithm for traveling salesman problem and its application on cold rolling scheduling[J]. Information Sciences, 2011,181(7):1212-1223.
    [10]
    Chai Zhengyi, Liu Fang. On the use of immune clonal optimization for joint subcarrier and power allocation in OFDMA with proportional fairness rate[J].International Journal of Communication Systems,2103,26(10):1273-1287.
    [11]
    Luh G C, Chueh C H. A multi-modal immune algorithm for the job-shop scheduling problem[J]. Information Sciences, 2009,179(10):1516-1532.
    [12]
    Yang Dongdong, Jiao Licheng, Gong Maoguo, et al. Artificial immune multi-objective SAR image segmentation with fused complementary features[J].Information Sciences, 2011,181(13):2797-2812.
    [13]
    Tarcisio F Maciel, Anja Klein. On theperformance, complexity, and fairness of suboptimal resource allocation for multi-user MIMO-OFDMA systems[J]. IEEE Transactions on Vehicular Technology, 2010,59(1):406-421.
    [14]
    Banaei Armin, Georghiades Costas N, Cui Shuguang. Maximum-minimum delay for MIMO systems in cognitive radio networks[J].IEEE Transactions on Wireless Communications, 2014,13(6):3042-3055.
    [15]
    Sadr S, Anpalagan A, Raahemifar K. Radio resource allocation algorithms for the downlink of multiuser OFDM communication systems[J]. IEEE Communications Surveys & Tutorials, 2009,11(3):92-106.
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