Title :
Linear network coding capacity region of 2-receiver MIMO broadcast packet erasure channels with feedback
Author :
Wang, Chih-Chun ; Love, David J.
Author_Institution :
Center of Wireless Syst. & Applic. (CWSA), Purdue Univ., West Lafayette, IN, USA
Abstract :
This work studies the capacity of the 2-receiver multiple-input/multiple-output (MIMO) broadcast packet erasure channels (PECs) with channel output feedback, which is in contrast with the single-input/single-output setting of the existing works. Motivated by the immense success of linear network coding (LNC) in theory and in practice, this work focuses exclusively on LNC schemes and characterizes the LNC feedback capacity region (R1*, R2*) of 2-receiver MIMO broadcast PECs. A new linear-space-based approach is proposed, which unifies the problems of finding a capacity outer bound and devising the achievability scheme into a single linear programming (LP) problem. Specifically, an LP solver is used to exhaustively search for the LNC scheme(s) with the best possible throughput, the result of which is thus guaranteed to attain the LNC feedback capacity.
Keywords :
MIMO communication; broadcast channels; feedback; linear codes; network coding; radio receivers; 2-receiver MIMO broadcast PEC; 2-receiver MIMO broadcast packet erasure channels; 2-receiver multiple-input multiple-output broadcast packet erasure channels; LNC feedback capacity region; LNC schemes; LP solver; channel output feedback; linear network coding capacity region; linear programming; linear-space-based approach; single-input single-output setting; Encoding; MIMO; Network coding; Output feedback; Receivers; Throughput; Vectors;
Conference_Titel :
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
978-1-4673-2580-6
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2012.6283724