基于优化LMS算法的WCDMA多相数字下变频实现

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Debarshi Datta;Mrinal Kanti Naskar
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引用次数: 0

摘要

本文介绍了一种多相数字下变频器(DDC)的实现,该变频器采用与粒子群优化(PSO)相关的最小均方(LMS)算法,用于宽带码分多址(WCDMA)应用。基于pso的LMS算法抑制了噪声信号,使无杂散动态范围(SFDR)显著提高,达到130 dB。通过规范实现复数乘法,减少乘数。该多相DDC架构已在现场可编程门阵列器件(FPGA) Kintex-7平台上成功实现。为了达到较高的精度,所提出的设计采用了一种高效的用户定义的浮点表示数据类型来实现。综合结果表明,与最新的结构相比,该设计消耗的面积和功率更小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of Polyphase Digital Down Converter Using Optimized LMS Algorithm for WCDMA Application
This letter presents the implementation of a polyphase digital down converter (DDC) that employs a least mean square (LMS) algorithm associated with particle swarm optimization (PSO) for the wideband code division multiple access (WCDMA) application. The PSO-based LMS algorithm suppresses the noise signal, enabling a significant improvement in the spurious-free dynamic range (SFDR), which is 130 dB. The complex multiplication is realized by the canonical impel-mentation to reduce the number of multipliers. The suggested polyphase DDC architecture is successfully implemented in the field-programmable gate array device (FPGA) Kintex-7 platform. To achieve high accuracy, the proposed design is implemented with an efficient user-defined floating-point representation data type. Synthesis results suggested that the design consumes less area and power compared to the most recent structure.
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来源期刊
IEEE Embedded Systems Letters
IEEE Embedded Systems Letters Engineering-Control and Systems Engineering
CiteScore
3.30
自引率
0.00%
发文量
65
期刊介绍: The IEEE Embedded Systems Letters (ESL), provides a forum for rapid dissemination of latest technical advances in embedded systems and related areas in embedded software. The emphasis is on models, methods, and tools that ensure secure, correct, efficient and robust design of embedded systems and their applications.
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