• DocumentCode
    1369288
  • Title

    Unequal Power Allocation for JPEG Transmission Over MIMO Systems

  • Author

    Sabir, Muhammad Farooq ; Bovik, Alan Conrad ; Heath, Robert W.

  • Author_Institution
    VuCOMP, Inc., Richardson, TX, USA
  • Volume
    19
  • Issue
    2
  • fYear
    2010
  • Firstpage
    410
  • Lastpage
    421
  • Abstract
    With the introduction of multiple transmit and receive antennas in next generation wireless systems, real-time image and video communication are expected to become quite common, since very high data rates will become available along with improved data reliability. New joint transmission and coding schemes that explore advantages of multiple antenna systems matched with source statistics are expected to be developed. Based on this idea, we present an unequal power allocation scheme for transmission of JPEG compressed images over multiple-input multiple-output systems employing spatial multiplexing. The JPEG-compressed image is divided into different quality layers, and different layers are transmitted simultaneously from different transmit antennas using unequal transmit power, with a constraint on the total transmit power during any symbol period. Results show that our unequal power allocation scheme provides significant image quality improvement as compared to different equal power allocations schemes, with the peak-signal-to-noise-ratio gain as high as 14 dB at low signal-to-noise-ratios.
  • Keywords
    MIMO communication; antenna arrays; channel coding; data compression; image coding; receiving antennas; space division multiplexing; transmitting antennas; JPEG compressed image; JPEG transmission; MIMO systems; gain 14 dB; image quality improvement; joint source channel coding; multiple antenna systems; multiple-input multiple-output systems; next generation wireless systems; peak-signal-to-noise-ratio; spatial multiplexing; transmit antennas; unequal power allocation; Distortion model; JPEG; joint source-channel coding; multiple-input multiple-output systems; unequal error protection; unequal power allocation;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2009.2032346
  • Filename
    5238589