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.
Authors
- Mrinal Kanti Naskar (ORCID: https://orcid.org/0000-0001-9357-887X)
- Debarshi Datta (ORCID: https://orcid.org/0000-0001-8908-8608)
Institutions
- Jadavpur University (IN)
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
- Field-Weighted Citation Impact
- 0.00