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Design and Implementation of RLS Algorithm using Orthogonal Triangulrization and Hardware Software Co-Design

机译:使用正交三角化和硬件软件共设计的RLS算法的设计与实现

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This paper presents the implementation of Orthogonal Triangular factorization based Recursive Least Square (QRD-RLS) algorithm on Field Programmable Gate Arrays (FPGA) using hardware software Co-design. The computation is carried out with help both hardware concurrency and software back substitution calculation. The system has been implemented on Altera Cyclone 4 FPGA with Embedded Nios- II soft core processor. The hardware part consists of a custom peripheral that solves the part of the algorithm with higher computational costs and the software part consists of an embedded soft core processor that manages the control functions and rest of the algorithm.
机译:本文使用硬件软件共同设计介绍了现场可编程门阵列(FPGA)的正交三角分解基于递归最小二乘(QRD-RLS)算法的实现。 使用帮助两个硬件并发性和软件回替换计算来执行计算。 该系统已在Altera Cyclone 4 FPGA上实现,具有嵌入式Nios-II软芯处理器。 硬件部分由自定义外设组成,可以解决具有更高计算成本的算法的一部分,并且软件部分由嵌入式软核处理器组成,该处理器包括管理控制功能和算法的其余部分。

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