Title :
Joint Source-Channel Coding for the MIMO Broadcast Channel
Author :
Persson, Daniel ; Kron, Johannes ; Skoglund, Mikael ; Larsson, Erik G.
Author_Institution :
Dept. of Electr. Eng., Linkoping Univ., Linkoping, Sweden
fDate :
4/1/2012 12:00:00 AM
Abstract :
We investigate the problem of broadcasting analog sources to several users using short codes, employing several antennas at both the transmitter and the receiver, and channel-optimized quantization. Our main objective is to minimize the sum mean-square error distortion. A joint multi-user encoder, as well as a structured encoder with separate encoders for the different users, are proposed. The first encoder outperforms the latter, which, in turn, offers large improvements compared to state-of-the-art, over a wide range of channel signal-to-noise ratios. Our proposed methods handle bandwidth expansion, i.e., usage of more channel than source dimensions, automatically. We also derive a lower bound on the distortion.
Keywords :
MIMO communication; antennas; combined source-channel coding; mean square error methods; radio receivers; radio transmitters; MIMO broadcast channel; analog source broadcasting; antenna; channel signal-to-noise ratios; channel-optimized quantization; joint multiuser encoder; joint source-channel coding; receiver; short codes; structured encoder; sum mean-square error distortion minimisation; transmitter; Decoding; Encoding; Interference; Joints; MIMO; Quantization; Vectors; Broadcast; downlink; joint source-channel coding (JSCC); low latency; multi-user; multiple-input multiple-output (MIMO); short codes;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2011.2180716