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
Link To Document :
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