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基于脉动阵列的复数定点QR分解VLSI设计
VLSI Design for Plural Fixed-Point QR Decomposition Based on Systolic Array
【摘要】 提出一种应用Givens变换实现QR分解的脉动阵列中的边界单元和内部单元电路结构。在硬件成本增加不多的条件下,应用牛顿-拉夫逊迭代方法和查询表技术,实现了平方根倒数的快速计算。综合的电路工作时钟达100MHz,两种单元的数据处理周期均为120ns,阵列数据处理速度高于相关文献报道40%以上。
【Abstract】 New circuit structures of boundary cell and internal cell in systolic array were proposed,in which QR decomposition(QRD) was realized with Givens transform.Newton-Raphson iteration and look-up table were adopted to rapidly calculate inversed square root function with little extra hardware cost.The synthesized circuits operated at 100 MHz.Both cells had a data processing cycle of 120 ns,and the data processing speed of the circuit was about 40% higher than that in the published literature.
【关键词】 QR分解;
脉动阵列;
牛顿-拉夫逊迭代;
VLSI;
【Key words】 QR decomposition; Systolic array; Newton-Raphson iteration; VLSI;
【Key words】 QR decomposition; Systolic array; Newton-Raphson iteration; VLSI;
- 【文献出处】 微电子学 ,Microelectronics , 编辑部邮箱 ,2011年05期
- 【分类号】TN47
- 【被引频次】5
- 【下载频次】126