Full Text:   <3005>

CLC number: TN919.8

On-line Access: 

Received: 2005-12-15

Revision Accepted: 2006-02-20

Crosschecked: 0000-00-00

Cited: 0

Clicked: 5663

Citations:  Bibtex RefMan EndNote GB/T7714

-   Go to

Article info.
Open peer comments

Journal of Zhejiang University SCIENCE A 2006 Vol.7 No.5 P.801-810

http://doi.org/10.1631/jzus.2006.A0801


Joint rate control and scheduling for wireless uplink video streaming


Author(s):  Huang Jian-wei, Li Zhu, Chiang Mung, Katsaggelos Aggelos K.

Affiliation(s):  Department of Electrical Engineering, Princeton University, Princeton, New Jersey 08544, USA; more

Corresponding email(s):   jianweih@princeton.edu, zhu.li@motorola.com, chiangm@princeton.edu, aggk@ece.northwestern.edu

Key Words:  Video streaming, Pricing, Uplink communications, CDMA, Cross-layer design, Video summarization


Huang Jian-wei, Li Zhu, Chiang Mung, Katsaggelos Aggelos K.. Joint rate control and scheduling for wireless uplink video streaming[J]. Journal of Zhejiang University Science A, 2006, 7(5): 801-810.

@article{title="Joint rate control and scheduling for wireless uplink video streaming",
author="Huang Jian-wei, Li Zhu, Chiang Mung, Katsaggelos Aggelos K.",
journal="Journal of Zhejiang University Science A",
volume="7",
number="5",
pages="801-810",
year="2006",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.2006.A0801"
}

%0 Journal Article
%T Joint rate control and scheduling for wireless uplink video streaming
%A Huang Jian-wei
%A Li Zhu
%A Chiang Mung
%A Katsaggelos Aggelos K.
%J Journal of Zhejiang University SCIENCE A
%V 7
%N 5
%P 801-810
%@ 1673-565X
%D 2006
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.2006.A0801

TY - JOUR
T1 - Joint rate control and scheduling for wireless uplink video streaming
A1 - Huang Jian-wei
A1 - Li Zhu
A1 - Chiang Mung
A1 - Katsaggelos Aggelos K.
J0 - Journal of Zhejiang University Science A
VL - 7
IS - 5
SP - 801
EP - 810
%@ 1673-565X
Y1 - 2006
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.2006.A0801


Abstract: 
We solve the problem of uplink video streaming in CDMA cellular networks by jointly designing the rate control and scheduling algorithms. In the pricing-based distributed rate control algorithm, the base station announces a price for the per unit average rate it can support, and the mobile devices choose their desired average transmission rates by balancing their video quality and cost of transmission. Each mobile device then determines the specific video frames to transmit by a video summarization process. In the time-division-multiplexing (TDM) scheduling algorithm, the base station collects the information on frames to be transmitted from all devices within the current time window, sorts them in increasing order of deadlines, and schedules the transmissions in a TDM fashion. This joint algorithm takes advantage of the multi-user content diversity, and maximizes the network total utility (i.e., minimize the network total distortion), while satisfying the delivery deadline constraints. Simulations showed that the proposed algorithm significantly outperforms the constant rate provision algorithm.

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

Reference

[1] Chiang, M., Low, S.H., Calderbank, A.R., Doyle, J.C., 2006. Layering as Optimization Decomposition. Proceedings of IEEE.

[2] Cover, T., Thomas, J., 1991. Elements of Information Theory. Wiley and Sons, New York.

[3] Huang, J., Berry, R., Honig, M.L., 2004. Auction-based Spectrum Sharing. Proceedings of Allerton Conference of Communication, Computing and Control.

[4] Kam, A.C., Minn, T., Siu, K.Y., 2001. Supporting rate guarantee and fair access for bursty data traffic in W-CDMA. IEEE Journal on Selected Areas in Communications, 19(11):2121-2130.

[5] Kumaran, K., Qian, L., 2003. Uplink Scheduling in CDMA Packet-data Systems. Proceedings of IEEE INFOCOM.

[6] Lee, J.W., Mazumdar, R.R., Shroff, N.B., 2002. Downlink Power Allocation for Multi-class CDMA Wireless Networks. Proceedings of IEEE INFOCOM.

[7] Li, Z., Katsaggelos, A.K., Schuster, G., Gandhi, B., 2005a. Rate-distortion optimal video summary generation. IEEE Trans. on Image Processing, 14(10):1550-1560.

[8] Li, Z., Zhai, F., Katsaggelos, A.K., 2005b. Video Summarization for Energy Efficient Wireless Streaming. Proceedings of SPIE Visual Communication and Image Processing (VCIP).

[9] Li, Z., Cheng, Q., Katsaggelos, A.K., Ishtiaq, F., 2005c. Video Summarization and Transmission Adaptation for Very Low Bit Rate Multiuser Wireless Uplink Video Communication. Proceedings of IEEE International Workshop on Multimedia Signal Processing (MMSP).

[10] Li, Z., Huang, J., Katsaggelos, A.K., 2006. Pricing Based Collaborative Multi-user Video Streaming over Power Constrained Wireless Downlink. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).

[11] Liu, S., Kuo, C.J., 2005. Joint temporal-spatial bit allocation for video coding with dependency. IEEE Trans. on Circuits & System for Video Tech., 15(1):15-26.

[12] Liu, P., Zhang, P., Jordan, S., Honig, M.L., 2004. Single-cell forward link power allocation using pricing in wireless networks. IEEE Transactions on Wireless Communications, 3(2):533-543.

[13] Sampath, A., Kumar, P.S., Holtzman, J.M., 1995. Power Control and Resource Management for a Multimedia CDMA Wireless System. Proceedings of IEEE International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC).

[14] Saraydar, C., Mandayam, N.B., Goodman, D., 2002. Efficient power control via pricing in wireless data networks. IEEE Trans. on Wireless Communications, 50(2):291-303.

[15] Srikant, R., 2004. The Mathematics of Internet Congestion Control. Birkhauser, Boston.

[16] Tse, D., Viswanath, P., 2005. Fundamentals of Wireless Communication. Cambridge University Press.

[17] van der Schaar, M., Krishnamachari, S., Choi, S., Xu, X., 2003. Adaptive cross-layer protection strategies for robust scalable video transmission over 802.11 WLANs. IEEE Journal on Selected Areas in Communications, 21(10):1752-1763.

[18] Wang, L., Aghvami, A., Chambers, W., 2005. Design issues of uplink media access control (MAC) protocols for multimedia traffic over DS-CDMA systems. IEEE Trans. on Multimedia, 7(3):551-562.

[19] Xu, L., Shen, X., Mark, J., 2004. Dynamic fair scheduling with QoS constraints in multimedia wideband CDMA cellular networks. IEEE Trans. on Wireless Communications, 3(1):60-73.

[20] Yoo, T., Setton, E., Zhu, X., Goldsmith, A., Girod, B., 2004. Cross-Layer Design for Video Streaming over Wireless Ad hoc Networks. Proceedings of IEEE Multimedia Signal Processing Workshop (MMSP).

[21] Zhang, Q., Zhu, W., Zhang, Y.Q., 2005. End-to-end QoS for video delivery over wireless Internet. Proceedings of the IEEE, 93(1):123-134.

[22] Zhao, S., Xiong, Z., Wang, X., 2002. Joint error control and power allocation for video transmission over CDMA networks with multiuser detection. IEEE Trans. on Circuits & System for Video Tech., 12(6):425-437.

[23] Zheng, H., 2003. Optimizing Wireless Multimedia Transmissions through Cross Layer Design. Proceedings of IEEE International Conference on Multimedia & Expo (ICME).

Open peer comments: Debate/Discuss/Question/Opinion

<1>

Please provide your name, email address and a comment





Journal of Zhejiang University-SCIENCE, 38 Zheda Road, Hangzhou 310027, China
Tel: +86-571-87952783; E-mail: cjzhang@zju.edu.cn
Copyright © 2000 - 2024 Journal of Zhejiang University-SCIENCE