Symbol-level precoding (SLP) has recently emerged as a new paradigm for physical-layer transmit precoding in multiuser multi-input-multi-output (MIMO) channels. It exploits the underlying symbol constellation structure, which the conventional paradigm of linear precoding does not, to enhance symbol-level performance such as symbol error probability (SEP). It also allows the precoder to take a more general form than linear precoding. This paper aims to better understand the relationships between SLP and linear precoding, subsequent design implications, and further connections beyond the existing SLP scope. Focused on the quadrature amplitude modulation (QAM) constellations, our study is built on a basic signal observation, namely, that SLP can be equivalently represented by a zero-forcing (ZF) linear precoding scheme augmented with some appropriately chosen symbol-dependent perturbation terms, and that some extended form of SLP is equivalent to a vector perturbation (VP) nonlinear precoding scheme augmented with the above-noted perturbation terms. We examine how insights arising from this perturbed ZF and VP interpretations can be leveraged to i) substantially simplify the optimization of certain SLP design criteria, namely, total or peak power minimization subject to SEP quality guarantees; and ii) draw connections with some existing SLP designs. We also touch on the analysis side by showing that, under the total power minimization criterion, the basic ZF scheme is a near-optimal SLP scheme when the QAM order is very high -- which gives a vital implication that SLP is more useful for lower-order QAM cases. Numerical results further indicate the merits and limitations of the different SLP designs derived from the perturbed ZF and VP interpretations.
翻译:符号级预编码( SLP) 近期出现, 成为了物理层在多用户多投入- 多输出( MIMO) 频道中传输预码的新范例。 它利用了基本符号星座结构, 而线性预编码的常规模式并不如此。 它可以提高符号级的性能, 如符号误差概率( SEP) 。 它也允许预编码采用比线性预编码条件更一般的形式。 本文旨在更好地了解 SLP 和线性P 预编码、 其后的设计影响以及超过现有 SLP 范围的进一步连接。 重点是等离子振动标准调制( QAM) 星座星座, 我们的研究建立在基本信号观测上, 即SLPP 以零度表示( Z) 线性预编码, 以某些适当选择的符号为依托的扰动条件, SL PP 的扩展形式相当于矢量的矢量值( VP) 非线性前边端系统, 以上述边边端比上面的振动总精度调调( Q- L) 也显示SDR 标准值 。 我们检查S- 的S- dal- dal- dreal 的S- dreal 值, S- 指S- deal- dal- dal- sal- sal- deal- deal- signal- signal- develutut the Q) laut the 和 Sl- sl) laut the laut the Qututut the laut the 和 Slut the i- s