 |
International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
|
Issue: September 2025
Volume 10 | Issue 9
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 112
Article Submitted : 17586
Article Published : 7621
Total Authors : 20203
Total Reviewer : 740
Total Countries : 135
Indexing Partner
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | Received Signal Classification of Modulation Scheme at Receiver using CNN Algorithm |
| Authors Name: | Chandan Sadamkar , Dr. Kiran V |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_184480
|
| Published Paper Id: | IJRTI2210103 |
| Published In: | Volume 7 Issue 10, October-2022 |
| DOI: | |
| Abstract: | Convolutional neural networks(CNNs) are the ways to determine the received signal without having any channel parameters and any prior proficiency of the incoming signal. A synthetic channel impairment waveform is generated. Using the generated waveform as training data and training the CNN for classifying the modulation. The CNN can also be tested with software-defined radio hardware and over-the-air signals and gives high accuracy than the traditional method. The proposed architecture performs six-layer convolution to the incoming signal and delivers around 95% of test accuracy with 30dB SNR, subjected to Racian multi-path fading, and also uses multiple modulation schemes for the classification at 30dB SNR. |
| Keywords: | Signal generation, synthetic channel, CNN algorithm, classification, accuracy |
| Cite Article: | "Received Signal Classification of Modulation Scheme at Receiver using CNN Algorithm", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 10, page no.760 - 764, October-2022, Available :http://www.ijrti.org/papers/IJRTI2210103.pdf |
| Downloads: | 000205082 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID: IJRTI2210103
Registration ID:184480
Published In: Volume 7 Issue 10, October-2022
DOI (Digital Object Identifier):
Page No: 760 - 764 Country: Bangalore, Karnataka, India Research Area: Electronics & Communication Engg. Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2210103 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2210103 |
| Share Article: | |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijrti.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
| Providing A digital object identifier by DOI.ONE How to Get DOI? |
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Join RMS/Earn 300
WhatsApp
Click Here
Click Here
Indexing Partner |
|||
| Copyright © 2025 - All Rights Reserved - IJRTI | |||