Advanced Search
Volume 29 Issue 4
Jan.  2011
Turn off MathJax
Article Contents
Wang Hai-ming, Hu Wu-jie, Feng Ming-hai. A New Approach to Reduce PAR by Using S-HNN for OFDM System[J]. Journal of Electronics & Information Technology, 2007, 29(4): 975-978. doi: 10.3724/SP.J.1146.2005.01093
Citation: Wang Hai-ming, Hu Wu-jie, Feng Ming-hai. A New Approach to Reduce PAR by Using S-HNN for OFDM System[J]. Journal of Electronics & Information Technology, 2007, 29(4): 975-978. doi: 10.3724/SP.J.1146.2005.01093

A New Approach to Reduce PAR by Using S-HNN for OFDM System

doi: 10.3724/SP.J.1146.2005.01093
  • Received Date: 2005-08-31
  • Rev Recd Date: 2006-02-21
  • Publish Date: 2007-04-19
  • This paper proposes a new approach to reduce the Peak-to-Average power Ratio(PAR) value of multi-carrier/OFDM with a new kind of adaptive soft feedback Stochastic Hopfield Neural Network (S-HNN). By adopting new neural output function and random state disturbance, the system performance is improved greatly. Furthermore, it can be implemented easily compared to the traditional HNN method. By parameter adjustment, the lowest PAR can be found. So it is an effective and practical algorithm for OFDM system.
  • loading
  • [1] Hara S and Prasad R. Muti-carrier Techniques for 4G Mobile Communications. Boston, Mass: Artech House, 2003: 73-189. [2] Cimini L J. Analysis and simulation of a digital mobile channel using orthogonal frequency division multiplexing. IEEE Trans. on Comm., 1985, Com-33(7): 665-675. [3] Golay M J E. Complementary series[J].IEEE Trans. on Information Theory.1961, 7(2):82-87 [4] Muller S H and Huber J B. OFDM with reduced peak-to-average power ratio by optimum combination of patial transmit sequences[J].Electronics Letters.1997, 33(5):368-369 [5] Yamashita K and Ohta M. Reducing peak-to-average power ratio of multi-carrier modulation by Hopfield neural network[J].Electronics letters.2002, 38(22):1370-1371 [6] Hopfield JJ and Tank DW. Neural network of decisions in optimization problems. Biol.Cybern., 1985, 52(2): 141-152. [7] Teich WG and Seidl M. Code division multiple access communication: Multi-user detection based on a recurrent structure. IEEE Trans. on Veh. Tecnology, 1996, 3(7): 979-984. [8] Levendovszky G J. Stochastic Hopfield network for multi-user detection. In European Conference on Wireless Technology. Paris, 2000: 147-150. [9] Ohta M, Mori A, and Yamashita K. An FPGA implementation of 1024-neuron system for PAPR reduction of OFDM signal. 2004 IEEE International Joint Conference on Neural Networks, Budapest, Hungary 25-29 July, 2004, Vol. 4: 2625-2629. [10] Victor P. Gil Jimenez, Matilde Sanchez Fernandez, Ana Garcia Armada. Study and implementation of complementary Golay Sequences for PAR reduction in OFDM signals. IEEE MELECON, May 7-9, 2002, Cairo, Egypt, 2002: 198-203.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (3278) PDF downloads(577) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return