This paper derives approximate outage probability (OP) expressions for uplink cell-free massive multiple-input-multiple-output (CF-mMIMO) systems with and without pilot contamination. The system's access points (APs) are considered to have imperfect channel state information (CSI). The signal-to-interference-plus-noise ratio (SINR) of the CF-mMIMO system is approximated via a Log-normal distribution using a two-step moment matching method. OP and ergodic rate expressions are derived with the help of the approximated Log-normal distribution. For the no-pilot contamination scenario, an exact expression is first derived using conditional expectations in terms of a multi-fold integral. Then, a novel dimension reduction method is used to approximate it by the sum of single-variable integrations. Both the approximations derived for the CF-mMIMO systems are also useful for single-cell collocated massive MIMO (mMIMO) systems and lead to closed-form expression. The derived expressions closely match the simulated numerical values for OP and ergodic rate.
翻译:本文用无试验污染的无细胞大规模多投入-多输出(CF-MMIMO)系统的近似断裂概率表示。 该系统的接入点被认为具有不完善的频道状态信息( CSI ) 。 CF- mMIMO系统的信号对干涉多噪比(SINR ) 通过使用两步配对时间的逻辑-正常分布法来估计。 OP 和 ergodic 率表达法是在近似逻辑正常分布的帮助下产生的。 对于无试验污染假设, 一种精确表达法首先使用多倍集成的有条件预期值来得出。 然后, 一种新的维度减少法用单变集成的组合来接近它。 CF- MIMO 系统产生的近似值对于单细胞混合的大型MIMO(MIMO)系统和导致封闭式表达法都有用。 衍生的表达法与OP 和 ergodic 率的模拟数字值非常接近。