TY - GEN
T1 - Jointly optimized heterogeneous MIMO broadcast systems
AU - Mesbah, Wessam
AU - Alnuweiri, Hussein
PY - 2010
Y1 - 2010
N2 - A heterogeneous multiple-input-multiple-output (MIMO) broadcast (BC) system is considered, with some of the users having target-rate requirements while other users are working with best-effort data rates. We assume the use of dirty paper coding, and we exploit the duality between the capacity regions of the multiple access and broadcast channels in order to optimally and jointly optimize the rates, powers and decoding order.We use the concept of stream achievable rate region (rather than user achievable rate region) and show that the best-effort users can achieve higher rates when the data streams of any user are not restricted to be decoded consecutively and when timesharing between different decoding orders is allowed. It is shown that the problem can be formulated as a convex optimization problem.We also propose an algorithm to obtain the time-sharing factors and decoding orders (corner points) required to achieve the optimal solution.
AB - A heterogeneous multiple-input-multiple-output (MIMO) broadcast (BC) system is considered, with some of the users having target-rate requirements while other users are working with best-effort data rates. We assume the use of dirty paper coding, and we exploit the duality between the capacity regions of the multiple access and broadcast channels in order to optimally and jointly optimize the rates, powers and decoding order.We use the concept of stream achievable rate region (rather than user achievable rate region) and show that the best-effort users can achieve higher rates when the data streams of any user are not restricted to be decoded consecutively and when timesharing between different decoding orders is allowed. It is shown that the problem can be formulated as a convex optimization problem.We also propose an algorithm to obtain the time-sharing factors and decoding orders (corner points) required to achieve the optimal solution.
KW - Convex optimization
KW - Heterogeneous MIMO-BC
KW - MAC-BC duality
UR - http://www.scopus.com/inward/record.url?scp=77954561460&partnerID=8YFLogxK
U2 - 10.1109/ICTEL.2010.5478759
DO - 10.1109/ICTEL.2010.5478759
M3 - Conference contribution
AN - SCOPUS:77954561460
SN - 9781424452477
T3 - ICT 2010: 2010 17th International Conference on Telecommunications
SP - 339
EP - 344
BT - ICT 2010
T2 - 2010 17th International Conference on Telecommunications, ICT 2010
Y2 - 4 April 2010 through 7 April 2010
ER -