On Delay-sensitive Lossy Source Broadcast

In this thesis, we study the problem of sending a memoryless source over a memoryless broadcast channel, to two users that need to reconstruct the source subject to some distortion and delay constraints. Our motivation is to study the use of rateless codes for single-server broadcasting to diverse...

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Main Author: Tan, Louis
Other Authors: Khisti, Ashish
Language:en_ca
Published: 2012
Online Access:http://hdl.handle.net/1807/33554
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spelling ndltd-TORONTO-oai-tspace.library.utoronto.ca-1807-335542013-04-19T20:03:57ZOn Delay-sensitive Lossy Source BroadcastTan, LouisIn this thesis, we study the problem of sending a memoryless source over a memoryless broadcast channel, to two users that need to reconstruct the source subject to some distortion and delay constraints. Our motivation is to study the use of rateless codes for single-server broadcasting to diverse users, in an information theoretical way. We consider both analog and digital versions of this problem. When it is a binary source being sent over an erasure broadcast channel and the distortion is measured with the erasure distortion, we derive an inner bound for the achievable distortion region. If the distortion measure was instead the Hamming distortion, we derive an outer bound for the latency region. Finally, when it is a Gaussian source being sent over the Gaussian broadcast channel and the distortion is a quadratic measure, we provide an analogous inner bound for the distortion region.Khisti, Ashish2012-112012-11-27T16:17:57ZNO_RESTRICTION2012-11-27T16:17:57Z2012-11-27Thesishttp://hdl.handle.net/1807/33554en_ca
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language en_ca
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description In this thesis, we study the problem of sending a memoryless source over a memoryless broadcast channel, to two users that need to reconstruct the source subject to some distortion and delay constraints. Our motivation is to study the use of rateless codes for single-server broadcasting to diverse users, in an information theoretical way. We consider both analog and digital versions of this problem. When it is a binary source being sent over an erasure broadcast channel and the distortion is measured with the erasure distortion, we derive an inner bound for the achievable distortion region. If the distortion measure was instead the Hamming distortion, we derive an outer bound for the latency region. Finally, when it is a Gaussian source being sent over the Gaussian broadcast channel and the distortion is a quadratic measure, we provide an analogous inner bound for the distortion region.
author2 Khisti, Ashish
author_facet Khisti, Ashish
Tan, Louis
author Tan, Louis
spellingShingle Tan, Louis
On Delay-sensitive Lossy Source Broadcast
author_sort Tan, Louis
title On Delay-sensitive Lossy Source Broadcast
title_short On Delay-sensitive Lossy Source Broadcast
title_full On Delay-sensitive Lossy Source Broadcast
title_fullStr On Delay-sensitive Lossy Source Broadcast
title_full_unstemmed On Delay-sensitive Lossy Source Broadcast
title_sort on delay-sensitive lossy source broadcast
publishDate 2012
url http://hdl.handle.net/1807/33554
work_keys_str_mv AT tanlouis ondelaysensitivelossysourcebroadcast
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