Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/2507924.2507987acmconferencesArticle/Chapter ViewAbstractPublication PagesmswimConference Proceedingsconference-collections
research-article

Cactus: a hybrid digital-analog wireless video communication system

Published: 03 November 2013 Publication History

Abstract

This paper challenges the conventional wisdom that video redundancy should be removed as much as possible for efficient communications. We discover that, by keeping spatial redundancy at the sender and properly utilizing it at the receiver, we can build a more robust and even more efficient wireless video communication system than existing ones.
In the proposed framework, inter-frame (temporal) redundancy in video is removed at the encoder, but intra-frame (spatial) redundancy is retained. In doing so, pixel values after a transform-domain scaling are directly transmitted with amplitude modulation. At the receiver, spatial redundancy is utilized by image denoising. Note that denoising in our decoder is not a post-processing, but have to be immediately performed on channel output. We implement the video communication system called Cactus on SORA platform, and make the denoising processing real-time through GPU implementation. Cactus is evaluated in 802.11a/g WLAN environment. On average, Cactus outperforms SoftCast by 4.7 dB in video PSNR and is robust to packet losses.

References

[1]
Bm3d algorithm and its extensions. Technical report, http://www.cs.tut.fi/~foi/GCF-BM3D/.
[2]
http://www.videolan.org/developers/x264.html.
[3]
S.-J. Choi and J. Woods. Motion-compensated 3-d subband coding of video. IEEE Trans. on Image Processing, 8(2):155--167, Feb 1999.
[4]
Cisco. Cisco visual networking index: Global mobile data traffic forecast update, 2011-2016. Technical report, http://www.cisco.com/en/US/solutions/collateral/ns341/ns525/ns537/ns705/ns827/white_paper_c11-520862.pdf, Feb 2012.
[5]
K. Dabov, A. Foi, V. Katkovnik, and K. Egiazarian. Image denoising by sparse 3-d transform-domain collaborative filtering. IEEE Trans. on Image Processing, 16(8):2080--2095, aug. 2007.
[6]
M. Gastpar, B. Rimoldi, and M. Vetterli. To code, or not to code: lossy source-channel communication revisited. IEEE Trans. on Information Theory, 49(5):1147--1158, May 2003.
[7]
T. Goblick. Theoretical limitations on the transmission of data from analog sources. IEEE Trans. on Information Theory, 11(4):558--567, Oct 1965.
[8]
S. Jakubczak and D. Katabi. A cross-layer design for scalable mobile video. In Proceedings of ACM Mobicom'11, pages 289--300, 2011.
[9]
Y. Kochman and R. Zamir. Joint wyner-ziv / dirty-paper coding by modulo-lattice modulation. IEEE Trans. on Information Theory, 55:4878--4899, Nov 2009.
[10]
Y. Kochman and R. Zamir. Analog matching of colored sources to colored channels. IEEE Trans. on Information Theory, 57(6):3180--3195, June 2011.
[11]
K.-H. Lee and D. Petersen. Optimal linear coding for vector channels. IEEE Trans. on Communications, 24(12):1283--1290, Dec. 1976.
[12]
W. K. Pratt. Median filtering. Technical report, Image Processing Institute, University of Southern California, Sep. 1975.
[13]
C. E. Shannon. A mathematical theory of communication. Bell System Technology Journal, 27:379--423, 623--656, 1948.
[14]
M. Skoglund, N. Phamdo, and F. Alajaji. Design and performance of VQ-based hybrid digital-analog joint source-channel codes. IEEE Trans. on Information Theory, 48(3):708--720, Mar. 2002.
[15]
K. Tan, H. Liu, J. Zhang, Y. Zhang, J. Fang, and G. M. Voelker. Sora: high-performance software radio using general-purpose multi-core processors. Communications of the ACM, 54(1):99--107, Jan. 2011.
[16]
T. Wiegand, G. J. Sullivan, G. Bjontegaard, and A. Luthra. Overview of the H.264/AVC video coding standard. IEEE Trans. on Circuits and Systems for Video Technology, 13(7):560--576, Jul. 2003.
[17]
M. P. Wilson, K. Narayanan, and G. Caire. Joint source channel coding with side information using hybrid digital analog codes. IEEE Trans. on Information Theory, 56:4922--4940, Jul 2010.
[18]
R. Xiong, J. Xu, F. Wu, and S. Li. Barbell-lifting based 3-d wavelet coding scheme. IEEE Trans. on Circuits and Systems for Video Technology, 17(9):1256--1269, sept. 2007.

Cited By

View all
  • (2022)Resource Optimization for 3D Video SoftCast with Joint Texture/Depth Power AllocationApplied Sciences10.3390/app1210504712:10(5047)Online publication date: 17-May-2022
  • (2022)HoloCast+: Hybrid Digital-Analog Transmission for Graceful Point Cloud Delivery With Graph Fourier TransformIEEE Transactions on Multimedia10.1109/TMM.2021.307777224(2179-2191)Online publication date: 2022
  • (2020)Channel Impulsive Noise Mitigation for Linear Video Coding SchemesIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2019.293745130:9(3196-3209)Online publication date: Sep-2020
  • Show More Cited By

Index Terms

  1. Cactus: a hybrid digital-analog wireless video communication system

      Recommendations

      Comments

      Please enable JavaScript to view thecomments powered by Disqus.

      Information & Contributors

      Information

      Published In

      cover image ACM Conferences
      MSWiM '13: Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems
      November 2013
      468 pages
      ISBN:9781450323536
      DOI:10.1145/2507924
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Sponsors

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 03 November 2013

      Permissions

      Request permissions for this article.

      Check for updates

      Author Tags

      1. hybrid digital-analog communication
      2. joint source-channel coding
      3. wireless video

      Qualifiers

      • Research-article

      Conference

      MSWiM '13
      Sponsor:

      Acceptance Rates

      MSWiM '13 Paper Acceptance Rate 42 of 184 submissions, 23%;
      Overall Acceptance Rate 398 of 1,577 submissions, 25%

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)5
      • Downloads (Last 6 weeks)0
      Reflects downloads up to 16 Nov 2024

      Other Metrics

      Citations

      Cited By

      View all
      • (2022)Resource Optimization for 3D Video SoftCast with Joint Texture/Depth Power AllocationApplied Sciences10.3390/app1210504712:10(5047)Online publication date: 17-May-2022
      • (2022)HoloCast+: Hybrid Digital-Analog Transmission for Graceful Point Cloud Delivery With Graph Fourier TransformIEEE Transactions on Multimedia10.1109/TMM.2021.307777224(2179-2191)Online publication date: 2022
      • (2020)Channel Impulsive Noise Mitigation for Linear Video Coding SchemesIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2019.293745130:9(3196-3209)Online publication date: Sep-2020
      • (2020)HDA Video Transmission Scheme for DASHIEEE Access10.1109/ACCESS.2020.29821938(58345-58356)Online publication date: 2020
      • (2020)Analog Images Communication Based on Block Compressive SensingCommunications and Networking10.1007/978-3-030-41117-6_4(37-46)Online publication date: 27-Feb-2020
      • (2019)CG-Cast: Scalable Wireless Image SoftCast Using Compressive GradientIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2018.284281829:6(1832-1843)Online publication date: Jun-2019
      • (2019)Metadata Reduction for Soft Video DeliveryIEEE Networking Letters10.1109/LNET.2019.29128311:2(84-88)Online publication date: Jun-2019
      • (2019)An Optimal Resource Allocation for Hybrid Digital–Analog With Combined MultiplexingIEEE Internet of Things Journal10.1109/JIOT.2018.28675246:1(1125-1135)Online publication date: Feb-2019
      • (2019)Hardware Implementation of a Pseudo-Analog Wireless Video Transmission System2019 IEEE 19th International Conference on Communication Technology (ICCT)10.1109/ICCT46805.2019.8947224(519-524)Online publication date: Oct-2019
      • (2019)Channel Impulsive Noise Mitigation for Linear Video Coding SchemesICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)10.1109/ICASSP.2019.8682699(2347-2351)Online publication date: May-2019
      • Show More Cited By

      View Options

      Login options

      View options

      PDF

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      Media

      Figures

      Other

      Tables

      Share

      Share

      Share this Publication link

      Share on social media