Energy efficient norm-and-correlation-based antenna selection algorithm in spatially correlated massive multi-user MIMO systems

Bit Error Rate Minimizing Antenna Selection in Zero-Forcing Precoded MU-MIMO Systems.

“…to decide the transmit RF chain configuration under the total power constraint in millimeter wave channel is proposed in [6]. An antenna selection scheme for Large-but-Finite MIMO networks, using Genetic Algorithm is addressed in [7], which can be applied with different amount of channel state information (CSI), various data communication models and objective functions.…”

Antenna Selection in the Downlink of Precoded Multiuser Mimo Systems

“…where H(y) is the differential entropy of y and H (y|s) is the conditional entropy of y given s. The differential entropy H(y) is maximized when y is a complex circularly-symmetric Gaussian random vector with mean m y = 0, which consequently requires s and n in (2-1) to be zero-mean circularlysymmetric complex Gaussian. Since s and n are independent H (y|s) = H (n) and I (s; y) = H (y) − H (n) (2)(3)(4)(5)(6)(7)(8)(9)(10)(11)(12)(13)(14)(15)(16)(17)(18) with y and n being Gaussian, their entropies are given by…”

“…The key question here is how to find the optimum subset of N ta transmit antennas. In [45][46][47], the best solution is found through the channel capacity maximization, while in [10] and [13] a channel norm based selection is addressed. Based on the channel model described in the previous section we propose to find the optimum pattern p, aiming at the maximization of the detection signal-to-noise ratio and consequent minimization of the detection error probability.…”

“…The problem of antenna selection have been addressed in [10][11][12][13][14][15][16][17][18]. In [10] classic results on selection diversity are reviewed, followed by a discussion of antenna selection algorithm, based on the channel norm, at the transmit and receive sides.…”

“…The selection is carry out, using the post-processing signal-to-noise ratios of the multiplexed streams. A normand-correlation-based selection algorithm for energy efficiency maximization to decide the transmit RF chain configuration under the total power constraint in millimeter wave channel is proposed in [13]. An antenna selection scheme for Large-but-Finite MIMO network, using Genetic Algorithm is addressed in [14], which can be applied with different amount of channel state information (CSI), various data communication models and objective functions.…”