Unequal Power Allocation for JPEG Transmission Over MIMO Systems

被引:28
作者
Sabir, Muhammad Farooq [1 ]
Bovik, Alan Conrad [2 ]
Heath, Robert W., Jr. [3 ]
机构
[1] VuCOMP Inc, Richardson, TX 75080 USA
[2] Univ Texas Austin, Dept Elect & Comp Engn, Lab Image & Video Engn, Austin, TX 78712 USA
[3] Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USA
关键词
Distortion model; joint source-channel coding; JPEG; multiple-input multiple-output systems; unequal error protection; unequal power allocation; JOINT SOURCE; IMAGE TRANSMISSION; ERROR PROTECTION; CHANNELS; OPTIMIZATION; PERFORMANCE; MEMORYLESS; MANAGEMENT; DESIGN; CODES;
D O I
10.1109/TIP.2009.2032346
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:410 / 421
页数:12
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