MIMO无线通信系统硬件组件开发的fpga加速试验台

Filippo Borlenghi, Dominik Auras, E. M. Witte, T. Kempf, G. Ascheid, R. Leupers, H. Meyr
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引用次数: 9

摘要

基于fpga的原型设计如今在硬件组件的功能验证中是常见的实践,因为与HDL仿真相比,它允许在更短的时间内覆盖大量的测试用例。此外,基于fpga的仿真器大大加快了对位真软件模型的仿真。当必须通过蒙特卡罗技术分析系统的统计特性时,这种加速是至关重要的。在本文中,我们考虑了一个多输入多输出(MIMO)无线通信系统,并展示了如何在软件仿真框架中集成FPGA加速器是实现接收机中复杂硬件组件开发的关键,从算法一直到芯片测试。我们特别关注基于深度优先球体解码算法的MIMO检测器实现。与纯软件测试平台相比,通过硬件加速模拟实现的速度提升高达3个数量级,可以进行广泛的定点探索。此外,它允许对系统通信性能和MIMO检测器运行时特性进行独特的表征,这些特性因不同的配置参数和操作场景而异,因此需要进行彻底的研究。
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An FPGA-accelerated testbed for hardware component development in MIMO wireless communication systems
FPGA-based prototyping is nowadays common practice in the functional verification of hardware components since it allows to cover a large number of test cases in a shorter time compared to HDL simulation. In addition, an FPGA-based emulator significantly accelerates the simulation with respect to bit-true software models. This speed-up is crucial when the statistical properties of a system have to be analyzed by Monte Carlo techniques. In this paper we consider a multiple-input multiple-output (MIMO) wireless communication system and show how integrating an FPGA accelerator in the software simulation framework is key to enable the development of complex hardware components in the receiver, from algorithm all the way to chip testing. In particular, we focus on a MIMO detector implementation based on the depth-first sphere decoding algorithm. The speed-up of up to 3 orders of magnitude achieved by hardware-accelerated simulation compared to a pure software testbed enables an extensive fixed-point exploration. Furthermore, it allows a unique characterization of the system communication performance and the MIMO detector run-time characteristics, which vary for different configuration parameters and operating scenarios and hence require a thorough investigation.
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