Cellular Systems with Many Antennas: Large System Analysis under Pilot Contamination

TL;DR

This paper analyzes the uplink performance of multi-cell multi-antenna systems with many antennas under pilot contamination, deriving asymptotic SINR expressions and proposing an adaptive detection scheme for large systems.

Contribution

It provides a large system analysis of pilot contaminated multi-antenna systems, explicitly capturing pilot contamination effects and introducing an adaptive MMSE detection method.

Findings

Asymptotic SINR derived considering pilot contamination.

Performance analysis for different antenna-to-user regimes.

Adaptive MMSE detection scheme suitable for large systems.

Abstract

Base stations with a large number of transmit antennas have the potential to serve a large number of users simultaneously at higher rates. They also promise a lower power consumption due to coherent combining at the receiver. However, the receiver processing in the uplink relies on the channel estimates which are known to suffer from pilot interference. In this work, we perform an uplink large system analysis of multi-cell multi-antenna system when the receiver employs a matched filtering with a pilot contaminated estimate. We find the asymptotic Signal to Interference plus Noise Ratio (SINR) as the number of antennas and number of users per base station grow large while maintaining a fixed ratio. To do this, we make use of the similarity of the uplink received signal in a multi-antenna system to the representation of the received signal in CDMA systems. The asymptotic SINR expression explicitly captures the effect of pilot contamination and that of interference averaging. This also explains the SINR performance of receiver processing schemes at different regimes such as instances when the number of antennas are comparable to number of users as well as when antennas exceed greatly the number of users. Finally, we also propose that the adaptive MMSE symbol detection scheme, which does not require the explicit channel knowledge, can be employed for cellular systems with large number of antennas.