IDEAS home Printed from https://ideas.repec.org/a/sae/intdis/v13y2017i3p1550147717698472.html

A novel algorithm to mitigate the effect of clipping in orthogonal frequency division multiplexing underwater communication acoustic sensor system

Author

Listed:
  • Jinqiu Wu
  • Xuefei Ma
  • Yanling Yin
  • Zeeshan Babar

Abstract

Distinctive features of underwater communication channel pose significant challenges to effective underwater acoustic communication. Due to bandwidth limitation, orthogonal frequency division multiplexing is widely used for its high spectrum efficiency. However, orthogonal frequency division multiplexing also has its shortcomings, one of which is the relatively high peak-to-average power ratio, which leads to saturation in the power amplifier and consequent distortion of the signal. Clipping is the most commonly used method to address the high peak-to-average power ratio; however, it introduces additional noise resulting in degradation of the system’s performance. This article proposes a compressed sensing technique for mitigation of the clipping noise, which exploits pilot and data tones instead of reserved tones, thus making it distinct from the previous works and improves data rate. Moreover, in contrast with previous works, the channel is also estimated using compressed sensing technique, which provides more accurate channel characteristics for estimating the clipping noise than traditional methods like least square or minimum mean squared error. The better performance of the proposed Iterative compressed sensing algorithm is proved in simulations as well as in a pool experiment using acoustic wave sensors.

Suggested Citation

  • Jinqiu Wu & Xuefei Ma & Yanling Yin & Zeeshan Babar, 2017. "A novel algorithm to mitigate the effect of clipping in orthogonal frequency division multiplexing underwater communication acoustic sensor system," International Journal of Distributed Sensor Networks, , vol. 13(3), pages 15501477176, March.
  • Handle: RePEc:sae:intdis:v:13:y:2017:i:3:p:1550147717698472
    DOI: 10.1177/1550147717698472
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/1550147717698472
    Download Restriction: no

    File URL: https://libkey.io/10.1177/1550147717698472?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Jinqiu Wu & Gang Qiao & Xiaofei Qi, 2016. "The Research on Improved Companding Transformation for Reducing PAPR in Underwater Acoustic OFDM Communication System," Discrete Dynamics in Nature and Society, Hindawi, vol. 2016, pages 1-9, April.
    2. Jinqiu Wu & Gang Qiao & Xiaofei Qi, 2016. "The Research on Improved Companding Transformation for Reducing PAPR in Underwater Acoustic OFDM Communication System," Discrete Dynamics in Nature and Society, John Wiley & Sons, vol. 2016(1).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.

      More about this item

      Keywords

      ;
      ;
      ;
      ;
      ;

      Statistics

      Access and download statistics

      Corrections

      All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:intdis:v:13:y:2017:i:3:p:1550147717698472. See general information about how to correct material in RePEc.

      If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

      If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

      If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

      For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

      Please note that corrections may take a couple of weeks to filter through the various RePEc services.

      IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.