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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Publication Details

Journal
IEEE Embedded Systems Letters
Published
2024-10-07
DOI
https://doi.org/10.1109/les.2024.3473539
Primary Topic
PAPR reduction in OFDM
Type
article
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article

Implementation of Polyphase Digital Down Converter Using Optimized LMS Algorithm for WCDMA Application

Mrinal Kanti Naskar, Debarshi Datta
IEEE Embedded Systems Letters
PAPR reduction in OFDM
article

Implementation of Polyphase Digital Down Converter Using Optimized LMS Algorithm for WCDMA Application

Mrinal Kanti Naskar, Debarshi Datta
article en

Abstract

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.

IEEE Embedded Systems LettersVol. 16(4)
Jadavpur University (IN)
Affordable and clean energy
Openalex Percentile: Top 85%
PAPR reduction in OFDM
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