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

被引:0
作者
Datta, Debarshi [1 ]
Naskar, Mrinal Kanti [1 ]
机构
[1] Jadavpur Univ, Dept ETCE, Kolkata 700032, India
关键词
Field programmable gate arrays; Convergence; Adaptive filters; Filtering; Dynamic range; Spread spectrum communication; Particle swarm optimization; Multiaccess communication; Hardware; Computer architecture; Digital down converter (DDC); field-programmable gate array (FPGA); least mean square (LMS); particle swarm optimization (PSO); spurious-free dynamic range (SFDR); DESIGN;
D O I
10.1109/LES.2024.3473539
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:533 / 536
页数:4
相关论文
共 13 条
  • [1] A Pipelined Reduced Complexity Two-Stages Parallel LMS Structure for Adaptive Beamforming
    Akkad, Ghattas
    Mansour, Ali
    ElHassan, Bachar A.
    Inaty, Elie
    Ayoubi, Rafic
    Srar, Jalal A.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2020, 67 (12) : 5079 - 5091
  • [3] Datta Debarshi, 2023, International Journal of Electronics Letters, P232, DOI 10.1080/21681724.2022.2068659
  • [4] Haykin S., 2002, ADAPTIVE FILTER THEO
  • [5] High-Performance VLSI Architecture of DLMS Adaptive Filter for Fast-Convergence and Low-MSE
    Khan, Mohd Tasleem
    Shaik, Rafi Ahamed
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 69 (04) : 2106 - 2110
  • [6] Efficient WCDMA Digital Down Converter Design Using System Generator
    Lin Fei-yu
    Qia Wei-ming
    Wang Yan-yu
    Liu Tai-lian
    Fan Jin
    Zhang Jian-chuan
    [J]. 2009 INTERNATIONAL CONFERENCE ON SPACE SCIENCE AND COMMUNICATION, 2009, : 89 - +
  • [7] Design and FPGA Implementation of a Reconfigurable Digital Down Converter for Wideband Applications
    Liu, Xue
    Yan, Xin-Xin
    Wang, Ze-Ke
    Deng, Qing-Xu
    [J]. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 25 (12) : 3548 - 3552
  • [8] Marsaglia G., 1995, The Marsaglia random number CDROM including the diehard battery of tests of randomness
  • [9] A Novel Module-Sign Low-Power Implementation for the DLMS Adaptive Filter With Low Steady-State Error
    Meo, Gennaro Di
    De Caro, Davide
    Saggese, Gerardo
    Napoli, Ettore
    Petra, Nicola
    Strollo, Antonio Giuseppe Maria
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2022, 69 (01) : 297 - 308
  • [10] Design and implementation of a digital down/up conversion directly from/to RF channels in HDL
    Motta, Lucas Lui
    Acuna Acurio, Byron Alejandro
    Tinoco Aniceto, Nathalia Figueiredo
    Meloni, Luis Geraldo P.
    [J]. INTEGRATION-THE VLSI JOURNAL, 2019, 68 : 30 - 37