Joint source-channel coding with one-bit ADC front end
File(s)ISIT16d.pdf (1.51 MB)
Accepted version
Author(s)
Varasteh, M
Gunduz
Osvaldo Simeone
Type
Conference Paper
Abstract
This paper considers the zero-delay transmission of a
Gaussian source over an additive white Gaussian noise (AWGN)
channel with a one-bit analog-to-digital converter (ADC) front
end. The optimization of the encoder and decoder is tackled
under both the mean squared error (MSE) distortion and the
outage distortion criteria with an average power constraint. For
MSE distortion, the optimal transceiver is identified over the
space of symmetric encoders. This result demonstrates that the
linear encoder, which is optimal with a full-precision front end,
approaches optimality only in the low signal-to-noise ratio (SNR)
regime; while, digital transmission is optimal in the high SNR
regime. For the outage distortion criterion, the structure of the
optimal encoder and decoder are obtained. In particular, it is
shown that the encoder mapping is piecewise constant and can
take only two opposite values when it is non-zero.
Index Terms-Joint source channel coding, zero-delay transmis-
sion, average distortion, outage distortion, one-bit ADC.
Gaussian source over an additive white Gaussian noise (AWGN)
channel with a one-bit analog-to-digital converter (ADC) front
end. The optimization of the encoder and decoder is tackled
under both the mean squared error (MSE) distortion and the
outage distortion criteria with an average power constraint. For
MSE distortion, the optimal transceiver is identified over the
space of symmetric encoders. This result demonstrates that the
linear encoder, which is optimal with a full-precision front end,
approaches optimality only in the low signal-to-noise ratio (SNR)
regime; while, digital transmission is optimal in the high SNR
regime. For the outage distortion criterion, the structure of the
optimal encoder and decoder are obtained. In particular, it is
shown that the encoder mapping is piecewise constant and can
take only two opposite values when it is non-zero.
Index Terms-Joint source channel coding, zero-delay transmis-
sion, average distortion, outage distortion, one-bit ADC.
Date Issued
2016-08-11
Date Acceptance
2016-05-02
Citation
2016
Copyright Statement
© 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor
British Council (UK)
Identifier
https://ieeexplore.ieee.org/document/7541862
Grant Number
173605884
Source
2016 IEEE International Symposium on Information Theory
Subjects
Science & Technology
Technology
Computer Science, Theory & Methods
Engineering, Electrical & Electronic
Computer Science
Engineering
Joint source channel coding
zero-delay transmission
average distortion
outage distortion
one-bit ADC
cs.IT
cs.IT
math.IT
Publication Status
Published
Start Date
2016-07-10
Finish Date
2016-07-15
Coverage Spatial
Barcelona, Spain
Date Publish Online
2016-08-11