Implementation of Artificial Neural Network on Raspberry Pi for Signal Processing Applications

被引:0
作者
Bharadwaja, Vishwanath [1 ]
Ananmy, R. [1 ]
Nikhil, Sarraf [1 ]
Vineetha, K. V. [1 ]
Shah, Jalpa [2 ]
Kurup, Dhanesh G. [2 ]
机构
[1] Amrita Vishwa Vidyapeetham, Amrita Sch Engn, Dept Comp Sci & Engn, Bengaluru, India
[2] Amrita Vishwa Vidyapeetham, Amrita Sch Engn, Dept Elect & Commun Engn, Bengaluru, India
来源
2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI) | 2018年
关键词
Logistic Regression; Demodulation; Analog to Digital Converter; Artificial Neural Network;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Signal demodulation is one of the key signal processing application that enables modern communication systems. Signal demodulation normally requires complex hardware and prior information about the frequencies of the carrier. In this paper, we propose a method for demodulating signals with digital modulating signals based on Artificial Neural Network (ANN). The implementation of the proposed method has been carried in Raspberry Pi computer which will enable the deployment of the system in real time with the additional advantage of reconfigurability.
引用
收藏
页码:1488 / 1491
页数:4
相关论文
共 50 条
  • [31] On the Implementation of the Artificial Neural Network Approach for Forecasting Different Healthcare Events
    Alshanbari, Huda M. M.
    Iftikhar, Hasnain
    Khan, Faridoon
    Rind, Moeeba
    Ahmad, Zubair
    El-Bagoury, Abd Al-Aziz Hosni
    DIAGNOSTICS, 2023, 13 (07)
  • [32] Implementation of Switched Beam Smart Antenna Using Artificial Neural Network
    Stella I. Orakwue
    Razali Ngah
    T. A. Rahman
    Siti Z. Mohd Hashim
    Hamza M. R. Al-Khafaji
    Wireless Personal Communications, 2015, 83 : 87 - 98
  • [33] Causal artificial neural network and its applications in engineering design
    Wu, Di
    Wang, G. Gary
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021, 97
  • [34] Applications of artificial neural network for the prediction of flow boiling curves
    Su, GH
    Fukuda, K
    Morita, K
    Pidduck, M
    Jia, DN
    Matsumoto, T
    Akasaka, R
    JOURNAL OF NUCLEAR SCIENCE AND TECHNOLOGY, 2002, 39 (11) : 1190 - 1198
  • [35] Applications of Logistic Regression and Artificial Neural Network for ICSI Prediction
    Abbas, Zeinab
    Saad, Ali
    Ayache, Mohammad
    Fakih, Chadi
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2019, 16 (3A) : 557 - 564
  • [36] Implementation of Switched Beam Smart Antenna Using Artificial Neural Network
    Orakwue, Stella I.
    Ngah, Razali
    Rahman, T. A.
    Hashim, Siti Z. Mohd
    Al-Khafaji, Hamza M. R.
    WIRELESS PERSONAL COMMUNICATIONS, 2015, 83 (01) : 87 - 98
  • [37] Artificial neural network approximation of special functions: design, analysis and implementation
    Shah, Divya K.
    Vyawahare, Vishwesh A.
    Sadanand, Sangeeth
    INTERNATIONAL JOURNAL OF DYNAMICS AND CONTROL, 2025, 13 (01) : 25 - 25
  • [38] Implementation of Artificial Neural Network in Forecasting Sales Volume in Tokopedia Indonesia
    Meiryani
    Warganegara, Dezie Leonarda
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (05) : 416 - 421
  • [39] An Efficient Hardware Implementation of Artificial Neural Network based on Stochastic Computing
    Duy-Anh Nguyen
    Huy-Hung Ho
    Duy-Hieu Bui
    Xuan-Tu Tran
    PROCEEDINGS OF 2018 5TH NAFOSTED CONFERENCE ON INFORMATION AND COMPUTER SCIENCE (NICS 2018), 2018, : 237 - 242
  • [40] Numerical analysis and implementation of artificial neural network algorithm for nonlinear function
    Kumar P.S.
    Sivamani S.
    International Journal of Information Technology, 2021, 13 (5) : 2059 - 2068