Low-complexity joint transmit and receive antenna selection for MIMO systems

A computationally efficient genetic algorithm for MIMO broadcast scheduling

“…12 and 13 exhibit the per generation performance of BGA with and without elitism and adaptive mutation. This performance is evaluated for two different scenarios of (M, N, K, P, N g ) = (8,2,20,20,10), and (10,2,20,20,10). Simulation results show that the performance of BGA with elitism and AM is better than BGA without elitism and AM.…”

“…We have presented system sum-rate comparison for GA with and without elitism and AM to emphasize the advantages obtained by these methods. For performance comparison, we have chosen four real time scenarios used in [21] as (M, N, K, P, N g ) = (6,2,20,20,25), (7,2,25,25,25), (8,2,26,26,25), and (10,2,30,30,25). Figs.…”

“…[19] considered precoding matrices, Zero Forcing Beamforming (ZFB) and water-filling algorithm for optimum power allocation. Joint antenna and user selection scheme is implemented with different evolutionary algorithms for MU MIMO uplink system [20,21]. These works motivate us to consider the use of BGA for combined user and antenna scheduling (CUAS) for MU MIMO BC systems.…”

A joint antenna and user selection scheme for multiuser MIMO system

“…For performance comparison, we used four scenarios (K, K s , N T , N R , N r , N, I ter ) = (10, 4, 2, 10, 2, 10, 25), (26, 4, 2, 8, 2, 26, 25), (30, 3, 2, 6, 3, 30, 25), (16,6,2,8,3,16,25), and (20,4,10,2,20,25 of all initial population), "BPSO with cyclic shift" (randomly generated initial feed and its cyclic shifts for the initial population), and BPSO with the best norm feed. In the BPSO with the best norm feed, 6 the antennas/users with the best channel conditions are selected to construct the initial feed, and the individuals in the initial population are generated by cyclically shifting this initial feed.…”

“…User scheduling scheme selects the best group of users at each time slot to maximize the sum rate capacity of multiuser MIMO wireless communication system. In [10], authors investigate the performance of binary particle swarm optimization for joint antenna selection in single user MIMO system.…”