Title :
On the minimum energy of sending Gaussian multiterminal sources over the Gaussian MAC
Author :
Nan Jiang ; Yang Yang ; Host-Madsen, Anders ; Zixiang Xiong
Author_Institution :
Dept. of ECE, Texas A&M Univ., College Station, TX, USA
Abstract :
We study the minimum energy of sending Gaussian multiterminal sources over the Gaussian multiple access channel (MAC). Distributed transmitters observe Gaussian multiterminal sources and describe their observations to a central decoder, which desires to reconstruct the sources under MSE constraints. We first lower bound the minimum energy by a cut-set argument which couples the transmitted signals and reconstruction errors. For achievability, separate source-channel coding is first studied as a benchmark. We then find out the minimum energy that can be achieved uncoded transmission. A hybrid digital/analog scheme is proposed to achieve the best known energy performance.
Keywords :
Gaussian channels; channel coding; decoding; multi-access systems; signal reconstruction; source coding; Gaussian MAC; Gaussian multiple access channel; Gaussian multiterminal sources; MSE constraints; central decoder; cut-set argument; distributed transmitters; energy performance; hybrid digital/analog scheme; reconstruction errors; separate source-channel coding; transmitted signals; uncoded transmission; Bandwidth; Correlation; Covariance matrices; Decoding; Encoding; Upper bound;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620678