WiBench:用于对无线系统进行基准测试的开源内核套件

Qi Zheng, Yajing Chen, R. Dreslinski, C. Chakrabarti, A. Anastasopoulos, S. Mahlke, T. Mudge
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引用次数: 33

摘要

移动设备数量的快速增长和移动用户对数据速率的更高要求使得无线信号处理成为移动计算技术的关键驱动应用。为了设计更好的移动平台和支持的无线基础设施,计算机架构师和系统设计人员了解和描述现有和即将推出的无线协议的性能是非常重要的。在本文中,我们提出了一个新开发的开源基准套件WiBench。它由许多主流标准(如802.11、WCDMA和LTE)中使用的广泛的信号处理内核组成。内核包括FFT/IFFT、MIMO、信道估计、信道编码、星座映射等。每个内核都是一个自包含的可配置块,可以对其进行调优以满足不同的系统需求。还包括几个标准信道模型来研究系统性能,如误码率。该套件还包含一个LTE上行链路系统,作为可以使用这些内核构建的无线系统的代表性示例。c++中提供了WiBench,使计算机架构师更容易分析系统。我们描述了WiBench的性能,以说明如何使用它来指导硬件系统设计。对每个内核和整个LTE上行链路执行体系结构分析,指出热点、可用并行性和运行时性能。最后,还包括一个MATLAB版本,用于调试目的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
WiBench: An open source kernel suite for benchmarking wireless systems
The rapid growth in the number of mobile devices and the higher data rate requirements of mobile subscribers have made wireless signal processing a key driving application of mobile computing technology. To design better mobile platforms and the supporting wireless infrastructure, it is very important for computer architects and system designers to understand and characterize the performance of existing and upcoming wireless protocols. In this paper, we present a newly developed open-source benchmark suite called WiBench. It consists of a wide range of signal processing kernels used in many mainstream standards such as 802.11, WCDMA and LTE. The kernels include FFT/IFFT, MIMO, channel estimation, channel coding, constellation mapping, etc. Each kernel is a self-contained configurable block which can be tuned to meet the different system requirements. Several standard channel models have also been included to study system performance, such as the bit error rate. The suite also contains an LTE uplink system as a representative example of a wireless system that can be built using these kernels. WiBench is provided in C++ to make it easier for computer architects to profile and analyze the system. We characterize the performance of WiBench to illustrate how it can be used to guide hardware system design. Architectural analyses on each individual kernel and on the entire LTE uplink are performed, indicating the hotspots, available parallelism, and runtime performance. Finally, a MATLAB version is also included for debugging purposes.
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