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1811074682784317440
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author2 |
Draper, Stark Christiaan.
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author_facet |
Draper, Stark Christiaan.
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collection |
MIT
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description |
Supervised by Gregory W. Wornell.
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first_indexed |
2024-09-23T09:53:42Z
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id |
mit-1721.1/4107
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institution |
Massachusetts Institute of Technology
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language |
eng
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last_indexed |
2024-09-23T09:53:42Z
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publishDate |
2004
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dspace
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mit-1721.1/41072019-04-11T09:32:30Z Successive structuring of source coding algorithms for data fusion, buffering, and distribution in networks Draper, Stark Christiaan. Supervised by Gregory W. Wornell. Also issued as Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2002. Includes bibliographical references (p. 159-165). (cont.) We also explore the interactions between source coding and queue management in problems of buffering and distributing distortion-tolerant data. We formulate a general queuing model relevant to numerous communication scenarios, and develop a bound on the performance of any algorithm. We design an adaptive buffer-control algorithm for use in dynamic environments and under finite memory limitations; its performance closely approximates the bound. Our design uses multiresolution source codes that exploit the data's distortion-tolerance in minimizing end-to-end distortion. Compared to traditional approaches, the performance gains of the adaptive algorithm are significant - improving distortion, delay, and overall system robustness. by Stark Christiaan Draper. 2004-03-02T18:26:15Z 2004-03-02T18:26:15Z 2002 2002 http://hdl.handle.net/1721.1/4107 eng Technical report (Massachusetts Institute of Technology. Research Laboratory of Electronics) ; 661. 165 p. 10665234 bytes application/pdf application/pdf
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spellingShingle |
Successive structuring of source coding algorithms for data fusion, buffering, and distribution in networks
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title |
Successive structuring of source coding algorithms for data fusion, buffering, and distribution in networks
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title_full |
Successive structuring of source coding algorithms for data fusion, buffering, and distribution in networks
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title_fullStr |
Successive structuring of source coding algorithms for data fusion, buffering, and distribution in networks
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title_full_unstemmed |
Successive structuring of source coding algorithms for data fusion, buffering, and distribution in networks
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title_short |
Successive structuring of source coding algorithms for data fusion, buffering, and distribution in networks
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title_sort |
successive structuring of source coding algorithms for data fusion buffering and distribution in networks
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url |
http://hdl.handle.net/1721.1/4107
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