Enhancing Signal Processing Efficiency in Software-Defined Radio Using Distributed Arithmetic and Look-Up Table-Based FIR Filters

被引:0
|
作者
Krishnan, S. Hari [1 ]
Sadiqvali, S. [1 ]
机构
[1] Sri Sathya Sai Super Special Hosp, Sanskrithi Sch Engn, Puttaparthi 515134, Andhra Pradesh, India
来源
INFOCOMMUNICATIONS JOURNAL | 2024年 / 16卷 / 04期
关键词
Software-Defined Radio; Noise Removal; Finite Impulse Response; Digital Signal Processing; Field-Programma- ble Gate Array; and Wireless Communication; COMMUNICATION;
D O I
10.36244/ICJ.2024.4.3
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
meet the requirements of the wreless communication industy, digital communication systems require increasingly advanced coding and modulatn technologies. Software- Defined Radio enables these advanced ideas to be easily adopted by such systems. The Finite Impulse Response filter is frequently used in wireless communication to pre-process detected signals to reduce noise by utilizing delay elements, multipliers, and adders. Traditional multiplier-based finite impulse response filter designs result in hardware-intensive multipliers that use a lot of space and energy and pose poor calculation speeds and low performance in throughput and latency. To overcome the existing issues, a novel Distributed Arithmetic with a Look Up Table-based FIR filter is proposed, which reduces the Bit Error Rate and latency and improves throughput by optimizing the channel equalizer as a crucial part of Software Defined Radio applications. Further, a key feature named the decimation factor is incorporated to dynamically alter the filter's output frequency response without altering the filter coefficients. Moreover, the worst-case critical route latency of partial product accumulation is reduced using a highly adaptable Parallel Prefix Adder. Additionally, the finite impulse response filters are integrated to decrease the number of Look-Up Tables, thereby saving time and memory. It also investigates the filter efficiency using faster multipliers and adders and validates it on an Artix-7 FPGA. As a result, the proposed model improved the filter's performance over the other existing designs by achieving an operating speed impro ed the filter's performance over the other of 260 MHz, delay of 190 ps, power dissipation of 1 mW and throughput of 938.12 Mbps with the number of Look-Up Tables being 16504.
引用
收藏
页码:18 / 32
页数:15
相关论文
共 22 条
  • [1] Uplink Signal Detection via Look-Up Table-Based AMP for Massive MIMO Systems
    Shimamura, Atsunori
    Takahashi, Takumi
    Ibi, Shinsuke
    Sampei, Seiichi
    IEEE ACCESS, 2023, 11 : 13044 - 13057
  • [2] A look-up table-based processing-in-SRAM architecture for energy-efficient search applications
    Nemati, Seyed Hassan Hadi
    Eslami, Nima
    Moaiyeri, Mohammad Hossein
    COMPUTERS & ELECTRICAL ENGINEERING, 2023, 110
  • [3] Transducer output signal processing using an optimal look-up table in microcontroller-based systems
    Flammini, A
    Marioli, D
    Taroni, A
    ELECTRONICS LETTERS, 1997, 33 (14) : 1197 - 1198
  • [4] Lookup Table-Based Low-Power Implementation of Multi-Channel Filters for Software Defined Radio
    Sahoo, Subhendu Kumar
    Meher, P. K.
    2017 3RD IEEE INTERNATIONAL SYMPOSIUM ON NANOELECTRONIC AND INFORMATION SYSTEMS (INIS), 2017, : 23 - 27
  • [5] Frequency-Based Optimization Design for Fractional Delay FIR Filters with Software-Defined Radio Applications
    Diaz-Carmona, Javier
    Jovanovic-Dolecek, Gordana
    Ramirez-Agundis, Agustin
    INTERNATIONAL JOURNAL OF DIGITAL MULTIMEDIA BROADCASTING, 2010, 2010
  • [6] Frequency-based optimization design for fractional delay FIR filters with software-defined radio applications
    Electronics Department, Technological Institute of Celaya, Celaya, GTO 38010, Mexico
    不详
    Int. J. Digit. Multimedia Broadcast.,
  • [7] A disruptive Software-Defined Radio receiver architecture based on sampled analog signal processing
    Rivet, F.
    Deval, Y.
    Begueret, J. B.
    Dallet, D.
    Belot, D.
    2007 IEEE RADIO FREQUENCY INTEGRATED CIRCUITS (RFIC) SYMPOSIUM, DIGEST OF PAPERS, 2007, : 197 - +
  • [8] A software-defined radio based on sampled analog signal processing dedicated to digital modulations
    Rivet, Francois
    Deval, Yann
    Begueret, Jean-Baptiste
    Dallet, Dominique
    Belot, Didier
    2007 PH.D RESEARCH IN MICROELECTRONICS AND ELECTRONICS, 2007, : 121 - +
  • [9] FlutPIM: A Look-up Table-based Processing in Memory Architecture with Floating-point Computation Support for Deep Learning Applications
    Sutradhar, Purab Ranjan
    Bavikadi, Sathwika
    Indovina, Mark
    Dinakarrao, Sai Manoj Pudukotai
    Ganguly, Amlan
    PROCEEDINGS OF THE GREAT LAKES SYMPOSIUM ON VLSI 2023, GLSVLSI 2023, 2023, : 207 - 211
  • [10] A Novel Flip-Flop Based Look-Up Table in Digital Signal Processing for Optical Communications
    Konishi, Yoshiaki
    Sugihara, Takashi
    Mizuochi, Takashi
    2008 7TH INTERNATIONAL CONFERENCE ON THE OPTICAL INTERNET (COIN), 2008, : 57 - 58