IRS With Discrete Phase Shifts: When Is Quantization Optimal?

IF 5.5 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2025-01-14 DOI:10.1109/LWC.2025.3529635
Sergey Loyka;Milad Dabiri
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Abstract

Intelligent reflective surfaces (IRS) with discrete phase shifts are considered. While no analytical solutions for globally-optimal discrete phase shifts are known, quantization of optimized continuous phase shifts is often used in the literature instead but the optimality of this strategy remains unknown. It is known to be not optimal in some special cases, but does there exist a broad class of cases for which this strategy is globally optimal? A partial answer to this question is provided here. In particular, scalar minimum-distance quantization of optimized continuous phase shifts is shown to be a globally-optimal strategy under discrete phase shifts if all quantization errors do not exceed 50% of their maximum possible value. Under mild additional conditions, it is the only strategy achieving global optimum. This is further extended to the scenarios where all quantization errors belong to an interval not exceeding half of the quantization step size, including, as special cases, the scenarios where all quantization errors are either positive or negative.
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离散相移的IRS:何时量化最优?
研究了具有离散相移的智能反射面。虽然没有全局最优离散相移的解析解是已知的,但在文献中经常使用优化连续相移的量化,但这种策略的最优性仍然未知。众所周知,在某些特殊情况下,它不是最优的,但是否存在一大类这种策略是全局最优的情况呢?这里提供了这个问题的部分答案。特别是,在离散相移情况下,如果所有量化误差不超过其最大可能值的50%,则优化连续相移的标量最小距离量化是一种全局最优策略。在温和的附加条件下,它是实现全局最优的唯一策略。这可以进一步扩展到所有量化误差属于不超过量化步长一半的区间的情况,作为特殊情况,包括所有量化误差为正或负的情况。
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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