Wireless Sensor Network

Volume 1, Issue 3 (October 2009)

ISSN Print: 1945-3078   ISSN Online: 1945-3086

Google-based Impact Factor: 3.25  Citations  

Novel Rate-Control Algorithm Based on TM5 Framework

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DOI: 10.4236/wsn.2009.13024    5,673 Downloads   9,571 Views  Citations

Affiliation(s)

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ABSTRACT

Rate control is a key technology in the fields of video coding and transmission, and it has attracted a great attention and has been studied extensively. The TM5 framework of MPEG-2 is a classical rate control algo-rithm and has being widely used. However, it has some underlying drawbacks during practical applications such as the poor rate control precision and high computational complexity. Hence, in this paper, a novel rate-control algorithm based on the TM5 framework is proposed. The drawback of the target bit allocation method of the original TM5 algorithm is firstly analyzed and improved. Then, a new rate-distortion model is incorporated into the rate control algorithm to implement rate prediction to enhance the rate-control precision. Meanwhile, the macro-block (MB) level rate control is adapted to be frame level to reduce the computational complexity. Experiments are conducted and some results are given. Compared with the original TM5 algo-rithm, the improved novel algorithm not only can enhance the rate-control precision but also can reduce the complexity and the fluctuation of decoded image quality.

Share and Cite:

ZHU, Z. , BAI, Y. , DUAN, Z. and LIANG, F. (2009) Novel Rate-Control Algorithm Based on TM5 Framework. Wireless Sensor Network, 1, 182-188. doi: 10.4236/wsn.2009.13024.

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