LI Yue-heng, WANG Li, CUI Lei, et al. Antenna Port Placement Optimization of Distributed MIMO System in Circular Cell Based on Particle Swarm Optimization[J]. Acta Electronica Sinica, 2015, 43(6): 1144-1151.
DOI:
LI Yue-heng, WANG Li, CUI Lei, et al. Antenna Port Placement Optimization of Distributed MIMO System in Circular Cell Based on Particle Swarm Optimization[J]. Acta Electronica Sinica, 2015, 43(6): 1144-1151. DOI: 10.3969/j.issn.0372-2112.2015.06.016.
Antenna Port Placement Optimization of Distributed MIMO System in Circular Cell Based on Particle Swarm Optimization
This paper focused its main research on the antenna port (AP) placement optimization of distributed multiple-input multiple-output (DMIMO) system in a circular cell.For this purpose
a composite channel model integrating with Nakagami-m fading
shadow fading
and path loss was established firstly;next
an approximate closed-form expression of downlink average cell ergodic capacity was deduced under the condition that high signal-to-noise ratio (SNR) was assumed
and multiple antennas were equipped at both the transmitter and receiver sides
which applied selective transmission (ST) and maximum ratio combining (MRC) schemes respectively
and moreover
the distribution of mobile station (MS) in the cell was arbitrary;then
a fast searching method based on particle swarm optimization (PSO) instead of traditional genetic algorithm was proposed to find the optimum positions of APs in the circular cell through dividing the cell into several predefined sections;and finally
the optimum APs' layout was provided according to the overall cell searching results.Computer simulation results show that
the approximate closed-form expression can exactly represent the performance of the DMIMO system
and the finally searched results of optimum AP positions in the cell based on PSO are very close to the theoretical antenna locations.