Reduction of Inter-Symbol Interference Using Artifical Neural Network System in Multicarrier OFDM System Article Swipe
Jyoti Makka
,
Himanshu Monga
,
Silki Baghla
·
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.5815/ijwmt.2018.05.02
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.5815/ijwmt.2018.05.02
The work proposes Inter-Symbol Interference (ISI) reduction scheme, ISI being a major problem in Optical systems, which produces various type of non-linear distortions.So the implementation of OFDM system using Artificial Neural Network (ANN) scheme with M-QAM modulation technique is proposed and compared with the conventional OFDM system without using ANN.This proposed scheme is implementation of Backpropagation (BP) algorithm over AWGN channels to achieve an effective ISI reduction in orthogonal frequency division multiplexing (OFDM) systems.Simulation results prove that ANN equalizer can further reduce ISI effectively and provide acceptable BER and better MSE plot compared to conventional OFDM system.
Related Topics
Concepts
Orthogonal frequency-division multiplexing
Reduction (mathematics)
Artificial neural network
Interference (communication)
Computer science
Additive white Gaussian noise
Electronic engineering
Quadrature amplitude modulation
Backpropagation
Intersymbol interference
Modulation (music)
QAM
Symbol (formal)
Algorithm
Bit error rate
Engineering
Telecommunications
Artificial intelligence
Mathematics
Decoding methods
Channel (broadcasting)
Aesthetics
Geometry
Programming language
Philosophy
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.5815/ijwmt.2018.05.02
- http://www.mecs-press.org/ijwmt/ijwmt-v8-n5/IJWMT-V8-N5-2.pdf
- OA Status
- diamond
- Cited By
- 5
- References
- 9
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2891999214
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W2891999214Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.5815/ijwmt.2018.05.02Digital Object Identifier
- Title
-
Reduction of Inter-Symbol Interference Using Artifical Neural Network System in Multicarrier OFDM SystemWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2018Year of publication
- Publication date
-
2018-09-08Full publication date if available
- Authors
-
Jyoti Makka, Himanshu Monga, Silki BaghlaList of authors in order
- Landing page
-
https://doi.org/10.5815/ijwmt.2018.05.02Publisher landing page
- PDF URL
-
https://www.mecs-press.org/ijwmt/ijwmt-v8-n5/IJWMT-V8-N5-2.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
-
https://www.mecs-press.org/ijwmt/ijwmt-v8-n5/IJWMT-V8-N5-2.pdfDirect OA link when available
- Concepts
-
Orthogonal frequency-division multiplexing, Reduction (mathematics), Artificial neural network, Interference (communication), Computer science, Additive white Gaussian noise, Electronic engineering, Quadrature amplitude modulation, Backpropagation, Intersymbol interference, Modulation (music), QAM, Symbol (formal), Algorithm, Bit error rate, Engineering, Telecommunications, Artificial intelligence, Mathematics, Decoding methods, Channel (broadcasting), Aesthetics, Geometry, Programming language, PhilosophyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
5Total citation count in OpenAlex
- Citations by year (recent)
-
2023: 1, 2022: 2, 2021: 2Per-year citation counts (last 5 years)
- References (count)
-
9Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| corresponding_author_ids | https://openalex.org/A5052396175 |
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| citation_normalized_percentile.value | 0.57819742 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |