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Design and implementation of a high-throughput fully parallel complex-valued QR factorisation chips

机译:高通量全并行复数值QR因式分解芯片的设计与实现

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Complex QR factorisation is a fundamental operation used in various applications such as adaptive beamforming and MIMO signal detection. In this paper, based on Givens rotation scheme, a high-throughput, fully parallel complex-valued QR factorisation (CQRF) design is presented. It features the lowest computing complexity in various factorising schemes and indicates no BER performance loss when applied to a MIMO signal detection system. Via carefully plotted scheduling, one CQRF computation can be completed in eight clock cycles. In hardware design, a low complexity and look-up-table-free CORDIC algorithm is employed to implement the rotation operations. Further design optimisations, such as hardware sharing of common modules and reduction of register usage by shortening the variable??s life span, are also applied. Sized 2 ?? 2 and 4 ?? 4 chip designs largely following the IEEE 802.11n standard are developed. The implementation results in TSMC 0.18 ;C;m process technology show that the proposed 4 ?? 4 design, with a gate count of only 134.6 K, is capable of performing 15 M CQRFs per second. The measured power consumption is 196.3 mW at 120 MHz. Compound performance indexes such as area-time product and energy consumption per CQRF also indicate significant performance edges of the proposed designs.
机译:复杂QR分解是在各种应用中使用的基本操作,例如自适应波束形成和MIMO信号检测。本文基于Givens旋转方案,提出了一种高吞吐量,完全并行的复数值QR分解(CQRF)设计。在各种分解方案中,它具有最低的计算复杂度,并且在应用于MIMO信号检测系统时,表明没有BER性能损失。通过精心设计的调度,可以在八个时钟周期内完成一次CQRF计算。在硬件设计中,采用低复杂度和无查询表的CORDIC算法来实现旋转操作。还应用了进一步的设计优化,例如共用模块的硬件共享和通过缩短变量的使用寿命来减少寄存器使用量。尺寸2 ?? 2和4 ??开发了4种主要遵循IEEE 802.11n标准的芯片设计。台积电0.18; C; m工艺技术的实施结果表明,提出的4 ?? 4设计的门数仅为134.6 K,每秒能够执行15 M CQRF。在120 MHz时测得的功耗为196.3 mW。复合性能指标(如时空积和每CQRF的能耗)也表明了所建议设计的显着性能优势。

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