# Spatial multiplexing

Spatial Multiplexing
2xSMX or STC+2xMRC

Spatial multiplexing (seen abbreviated SM or SMX) is a transmission technique in MIMO wireless communication to transmit independent and separately encoded data signals, so-called streams, from each of the multiple transmit antennas. Therefore, the space dimension is reused, or multiplexed, more than one time.

If the transmitter is equipped with $N_t$ antennas and the receiver has $N_r$ antennas, the maximum spatial multiplexing order (the number of streams) is,

$N_s=\min(N_t, N_r)\!$

if a linear receiver is used. This means that $N_s$ streams can be transmitted in parallel, ideally leading to an $N_s$ increase of the spectral efficiency (the number of bits per second and per Hz that can be transmitted over the wireless channel). The practical multiplexing gain can be limited by spatial correlation, which means that some of the parallel streams may have very weak channel gains.

## Encoding

### Open-loop approach

In an open-loop MIMO system with $N_t$ transmitter antennas and $N_r$ receiver antennas, the input-output relationship can be described as

$\mathbf{y}=\mathbf{Hx}+\mathbf{n}$

where $\mathbf{x} = [x_1, x_2, \ldots, x_{N_t}]^T$ is the $N_t\times 1$ vector of transmitted symbols, $\mathbf{y,n}$ are the $N_r \times 1$ vectors of received symbols and noise respectively and $\mathbf{H}$ is the $N_r \times N_t$ matrix of channel coefficients. An often encountered problem in open loop spatial multiplexing is to guard against instance of high channel correlation and strong power imbalances between the multiple streams. One such extension which is being considered for DVB-NGH systems is the so-called enhanced Spatial Multiplexing (eSM) scheme. [1]

### Closed-loop approach

A closed-loop MIMO system utilizes Channel State Information (CSI) at the transmitter. In most cases, only partial CSI is available at the transmitter because of the limitations of the feedback channel. In a closed-loop MIMO system the input-output relationship with a closed-loop approach can be described as

$\mathbf{y}=\mathbf{HWs}+\mathbf{n}$

where $\mathbf{s} = [s_1, s_2, \ldots, s_{N_s}]^T$ is the $N_s\times 1$ vector of transmitted symbols, $\mathbf{y,n}$ are the $N_r\times 1$ vectors of received symbols and noise respectively, $\mathbf{H}$ is the $N_r\times N_t$ matrix of channel coefficients and $\mathbf{W}$ is the $N_t\times N_s$ linear precoding matrix.

A precoding matrix $\mathbf{W}$ is used to precode the symbols in the vector to enhance the performance. The column dimension $N_s$ of $\mathbf{W}$ can be selected smaller than $N_t$ which is useful if the system requires $N_s (\neq N_t)$ streams because of several reasons. Examples of the reasons are as follows: either the rank of the MIMO channel or the number of receiver antennas is smaller than the number of transmit antennas.

## History

• Single-user MIMO
• Multi-user MIMO: Samsung, Qualcomm, Quantenna, Ericsson, TI, Huawei, Philipse, Alcatel-Lucent, Freescale, et al.
• PU2RC allows the network to allocate each antenna to the different user which is not considered in single-user MIMO scheduling. Instead of a physical antenna, the network can transmit a user date through a codebook based spatial beam, i.e., a virtual antenna. The efficient user scheduling such as pairing spatially distinguishable users with codebook based spatial beams are additionally used for the simplification of wireless networks in terms of additionally required wireless resource and complex protocol modification.
• Enhanced multiuser MIMO