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The Architectural Optimizations of a Low-Complexity and Low-Latency FFT Processor for MIMO-OFDM Communication Systems

机译:用于MIMO-OFDM通信系统的低复杂性和低延迟FFT处理器的架构优化

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Fast Fourier Transform (FFT) processor is a paramount signal processing component in MIMO-OFDM wireless communication systems. Furthermore, novel applications introduced in 5G incur much more rigorous requirements for FFT designs including complexity, latency, and re-configurability. This paper presents the VLSI architecture design and circuit implementation of a FFT processor that is jointly optimized for low-latency, low-complexity, and configurability. Specifically, the proposed architecture processes two data streams concurrently and supports power-of-two FFT sizes from 64 to 2048 symbols. Moreover, a novel data-processing sequence is presented so that data streams are processed in a time-multiplexing manner and an efficient hardware-sharing architecture can be designed. In addition, a highly efficient I/O reorder mechanism is proposed so that the memory elements are shared between processing stages and the efficiency for utilizing memory components is enhanced. Based on the architectural optimizations, two FFT processors are realized. The ultra-low latency design achieves a latency of 4 mu s with 41% area reduction compared to the comparable designs. On the other hand, the ultra-low complexity structure achieves a latency of 25 mu s with 24% area reduction compared to the state-of-the-art implementations.
机译:快速傅立叶变换(FFT)处理器是MIMO-OFDM无线通信系统中的最重要信号处理组件。此外,在5G中引入的新型应用程序对FFT设计的更严格要求,包括复杂性,延迟和重新配置性。本文介绍了FFT处理器的VLSI架构设计和电路实现,该设计器是针对低延迟,低复杂性和可配置性而共同优化的。具体地,所提出的架构并发地处理两个数据流,并支持从64到2048符号的两个FFT大小。此外,呈现了一种新的数据处理序列,使得数据流以时间复用方式处理,并且可以设计有效的硬件共享架构。另外,提出了一种高效的I / O重新排序机制,使得存储器元件在处理阶段之间共享,并且增强了利用存储器组件的效率。基于架构优化,实现了两个FFT处理器。与可比设计相比,超低延迟设计实现了40亩的延迟,41%的面积减少。另一方面,与最先进的实施方式相比,超低的复杂性结构实现了25μm的延迟,25亩。

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