Title :
On the distortion-energy tradeoff for zero-delay transmission of a Gaussian source over the AWGN channel
Author :
Koken, Erman ; Tuncel, Ertem ; Gunduz, Deniz
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California, Riverside, Riverside, CA, USA
fDate :
April 26 2015-May 1 2015
Abstract :
An achievable scheme for zero-delay transmission of an i.i.d. Gaussian source over an additive white Gaussian channel with no bandwidth limitation is introduced, and its energy-distortion performance is analyzed. By the nature of the problem, one must transmit each source sample separately but can use the channel infinitely many times. We introduce an outage concept, and analyze the expected distortion conditioned on no outage. We show that the proposed scheme can approach to the asymptotical decay for large enough energy for arbitrary outage probability. The proposed scheme builds on separation of source and channel coding, whereby the source is quantized with a high-resolution optimal quantizer. In the high energy-to-noise ratio (ENR) regime, the minimum energy required to obtain a given distortion level in the proposed scheme can approach arbitrarily close the Shannon bound, which can only be achieved using infinite delay.
Keywords :
AWGN channels; combined source-channel coding; probability; quantisation (signal); source separation; AWGN channel; ENR regime; Shannon bound; additive white Gaussian channel; arbitrary outage probability; asymptotical decay; distortion level; distortion-energy tradeoff; energy-distortion performance; energy-to-noise ratio; high-resolution optimal quantizer; iid Gaussian source; infinite delay; source quantization; source-channel coding separation; zero-delay transmission; AWGN channels; Bandwidth; Decoding; Delays; Distortion; Encoding; Random variables; Energy-distortion exponents; Energy-distortion tradeoff; high-resolution quantization; zero-delay;
Conference_Titel :
Information Theory Workshop (ITW), 2015 IEEE
Conference_Location :
Jerusalem
Print_ISBN :
978-1-4799-5524-4
DOI :
10.1109/ITW.2015.7133170