DigiLogue: Ultra-Fast and Ultra-Power-Efficient Signal Processing for Tbps Wireless Systems

K. Nikitopoulos, Mahmoud Mojarrad Kiasaraei
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Abstract

Unlocking new wireless applications such as mobile extended reality and holographic telepresence necessitates ultra-power efficient systems that are able to support data rates of hundreds of gigabits per second. Utilizing the multi-gigahertz bandwidth that is currently available in higher frequencies (e.g., millimeter-wave or terahertz) is a promising pathway in this direction. However, exploiting such ultra-wide bandwidths by using conventional transceiver processing brings us in front of significant challenges in terms of power consumption and signal processing speed. For example, the power consumption of high-precision and ultra-high-speed digital-to-analogue and analogue-to-digital converters (DAC/ADC) for ultra-wide band-widths becomes impractical. At the same time, conventional, state-of-the-art signal processing functionalities, like detection and decoding are becoming not only too power-hungry but also too complex to meet the corresponding latency requirements of ultra-fast systems. In order to overcome these challenges, we herein propose a shift towards "DigiLogue" transceiver processing, according to which, computationally intensive and power-hungry digital signal processing tasks take place directly in the analogue domain, avoiding traditional signal up/down-conversion and ADC/DACs, but still preserving the performance of traditional, near-optimal, digital transceiver algorithms. In this context, we give the first example of a simple to realize joint detection/decoding scheme that outperforms existing analogue-domain approaches and reaches the performance of digitally optimal solutions with power consumption that can be up to two orders of magnitude less.
DigiLogue: Tbps无线系统的超快速和超节能信号处理
解锁新的无线应用,如移动扩展现实和全息远程呈现,需要能够支持每秒数百千兆位数据速率的超节能系统。利用目前可用的更高频率(例如毫米波或太赫兹)的千兆赫带宽是朝这个方向发展的一个有希望的途径。然而,通过使用传统的收发器处理来开发这种超宽带,在功耗和信号处理速度方面给我们带来了巨大的挑战。例如,用于超宽带的高精度和超高速数模和模数转换器(DAC/ADC)的功耗变得不切实际。与此同时,传统的、最先进的信号处理功能,如检测和解码,不仅太耗电,而且太复杂,无法满足超高速系统的相应延迟要求。为了克服这些挑战,我们在此提出了向“DigiLogue”收发器处理的转变,根据该转变,计算密集型和功耗高的数字信号处理任务直接在模拟域中进行,避免了传统的信号上/下转换和ADC/ dac,但仍然保留了传统的、接近最优的数字收发器算法的性能。在这种情况下,我们给出了一个简单实现的联合检测/解码方案的第一个例子,该方案优于现有的模拟域方法,并达到了功耗可降低两个数量级的数字最佳解决方案的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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