Title :
Fast power minimization with QoS constraints in multi-user MIMO downlinks
Author :
Spencer, Quentin H. ; Swindlehurst, A. Lee ; Haardt, Martin
Author_Institution :
Dept. of Electr. & Comput. Eng., Brigham Young Univ., Provo, UT, USA
Abstract :
In the downlink of a multi-user MIMO (multiple input multiple output) communication system where each user has an arbitrary QoS requirement, intelligent algorithms are needed to choose transmit vectors. Here we present a new method of choosing transmit vectors that minimizes total transmitted power. The approach is based on previous iterative interference balancing algorithms, but it is initialized by applying a "block-diagonalization" algorithm that helps improve convergence speed. When the channel supports multiple data streams per user, power is distributed among the data streams by bit-loading using the channel gains derived from the block-diagonalization step. The result is a solution which is not guaranteed to converge to the global optimum, but will reach a solution that is either optimal or near-optimal with high probability and at minimal computational cost.
Keywords :
MIMO systems; antenna arrays; convergence of numerical methods; interference suppression; iterative methods; mobile radio; power consumption; power control; quality of service; telecommunication control; QoS constraints; bit loading; block-diagonalization algorithm; channel gains; convergence speed; intelligent algorithms; iterative interference balancing; multi-user MIMO downlinks; multiple data streams; multiple input multiple output system; near-optimal solution; optimal solution; power minimization; transmit vectors; Antenna accessories; Bandwidth; Base stations; Downlink; Interference; Iterative algorithms; MIMO; Quality of service; Receiving antennas; Transmitting antennas;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1202768