Optimal rate allocation in progressive joint source-channel coding for image transmission over CDMA networks
This paper presents an optimal rate allocation scheme in joint source-channel coding (JSCC) for image transmission over CDMA networks. Our scheme first uses progressive joint source-channel codes [V. Stankovic et al., Sep. 2002] to generate operational transmission rate-distortion (TR-D) functions o...
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| Published in: | 2003 International Conference on Multimedia and Expo Vol. 1; pp. I - 661 |
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| Main Authors: | , |
| Format: | Conference Proceeding |
| Language: | English |
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IEEE
2003
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| ISBN: | 9780780379657, 0780379659 |
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| Abstract | This paper presents an optimal rate allocation scheme in joint source-channel coding (JSCC) for image transmission over CDMA networks. Our scheme first uses progressive joint source-channel codes [V. Stankovic et al., Sep. 2002] to generate operational transmission rate-distortion (TR-D) functions of different multiple-access channels with different BERs. The Lagrange multiplier is then employed to set the optimal rate allocation among different channels, subject to a total transmission rate constraint. Progressive JSCC offers the scalability feature that is very attractive for handling bandwidth variations in wireless communications. By extending the rate-distortion function in source coding to the TR-D function in JSCC, our work borrows the "equal slope" argument [Y. Shoham and A. Gersho, Sep. 1988] to effectively solve the rate allocation problem in JSCC for multi-channel image transmission. Experiments show that our scheme runs in real time and provides competitive performance at all intermediate transmission rates. |
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| AbstractList | This paper presents an optimal rate allocation scheme in joint source-channel coding (JSCC) for image transmission over CDMA networks. Our scheme first uses progressive joint source-channel codes [V. Stankovic et al., Sep. 2002] to generate operational transmission rate-distortion (TR-D) functions of different multiple-access channels with different BERs. The Lagrange multiplier is then employed to set the optimal rate allocation among different channels, subject to a total transmission rate constraint. Progressive JSCC offers the scalability feature that is very attractive for handling bandwidth variations in wireless communications. By extending the rate-distortion function in source coding to the TR-D function in JSCC, our work borrows the "equal slope" argument [Y. Shoham and A. Gersho, Sep. 1988] to effectively solve the rate allocation problem in JSCC for multi-channel image transmission. Experiments show that our scheme runs in real time and provides competitive performance at all intermediate transmission rates. |
| Author | Jianping Hua Zixiang Xiong |
| Author_xml | – sequence: 1 surname: Jianping Hua fullname: Jianping Hua organization: Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA – sequence: 2 surname: Zixiang Xiong fullname: Zixiang Xiong organization: Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA |
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| Snippet | This paper presents an optimal rate allocation scheme in joint source-channel coding (JSCC) for image transmission over CDMA networks. Our scheme first uses... |
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| SubjectTerms | Bit error rate Data communication Error correction Image coding Image communication Intelligent networks Lagrangian functions Multiaccess communication Rate-distortion Wireless communication |
| Title | Optimal rate allocation in progressive joint source-channel coding for image transmission over CDMA networks |
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