On Transmission of Multiresolution Gaussian Sources over Noisy Relay Networks
This paper investigates joint source-channel coding (JSCC) in a decode-and-forward three-node relay network, in which scalable source coding (SSC) is coupled with superposition coding (SPC) to form a layered coding architecture of SSC-SPC. In contrast to any previously reported research using asympt...
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| Veröffentlicht in: | IEEE transactions on wireless communications Jg. 12; H. 7; S. 3170 - 3179 |
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| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
New York, NY
IEEE
01.07.2013
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| ISSN: | 1536-1276, 1558-2248 |
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| Abstract | This paper investigates joint source-channel coding (JSCC) in a decode-and-forward three-node relay network, in which scalable source coding (SSC) is coupled with superposition coding (SPC) to form a layered coding architecture of SSC-SPC. In contrast to any previously reported research using asymptotic capacity-based distortion (CBD) measure, we derive the mean-squared error end-to-end distortion (EED) of such JSCC system based on a real-valued Gaussian source, aiming to achieve better precision and practicality for applications in which channels are subject to large error probabilities. The EED evaluation is formulated and applied to demonstrate achievable gains of the SSC-SPC architecture versus a number of conventional approaches. Power allocation optimization is performed based on the developed non-asymptotic EED model and compared to that by using an asymptotic CBD measure in which symbol losses caused by channel error cannot be considered. We demonstrate the performance gaps between results solved from EED versus CBD in our numerical example, and conclude that the optimization using CBD behaves awkwardly in computing proper power allocation configurations in the considered SSC-SPC architecture. |
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| AbstractList | This paper investigates joint source-channel coding (JSCC) in a decode-and-forward three-node relay network, in which scalable source coding (SSC) is coupled with superposition coding (SPC) to form a layered coding architecture of SSC-SPC. In contrast to any previously reported research using asymptotic capacity-based distortion (CBD) measure, we derive the mean-squared error end-to-end distortion (EED) of such JSCC system based on a real-valued Gaussian source, aiming to achieve better precision and practicality for applications in which channels are subject to large error probabilities. The EED evaluation is formulated and applied to demonstrate achievable gains of the SSC-SPC architecture versus a number of conventional approaches. Power allocation optimization is performed based on the developed non-asymptotic EED model and compared to that by using an asymptotic CBD measure in which symbol losses caused by channel error cannot be considered. We demonstrate the performance gaps between results solved from EED versus CBD in our numerical example, and conclude that the optimization using CBD behaves awkwardly in computing proper power allocation configurations in the considered SSC-SPC architecture. |
| Author | Ho, J. Pin-Han Ho |
| Author_xml | – sequence: 1 givenname: J. surname: Ho fullname: Ho, J. email: james.ho@uwaterloo.ca organization: Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada – sequence: 2 surname: Pin-Han Ho fullname: Pin-Han Ho email: p4ho@uwaterloo.ca organization: Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada |
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| Keywords | Performance evaluation Relay Relay network Error probability Source coding Scalability Transmission protocol End-to-end distortion Power allocation Joint source channel coding scalable video Multiresolution analysis Nodes Optimization Mean square error superposition coding Numerical simulation Routing protocols |
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| SubjectTerms | Access methods and protocols, osi model Allocations Applied sciences Architecture Asymptotic properties Channels Coding Coding, codes Decoding Distortion Encoding End-to-end distortion Error analysis Error probability Exact sciences and technology Information, signal and communications theory joint source channel coding relay Relay networks Relays Resource management scalable video Signal and communications theory Signal to noise ratio Studies superposition coding Telecommunications Telecommunications and information theory Teleprocessing networks. Isdn Wireless communication |
| Title | On Transmission of Multiresolution Gaussian Sources over Noisy Relay Networks |
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