Artificial Neural Network Approach using Mobile Agent for Localization in Wireless Sensor Networks Article Swipe
Basavaraj K Madagouda
,
R. Sumathi
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.25046/aj0601127
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.25046/aj0601127
Wireless sensor networks (WSNs) are having large demands in enormous applications for the decade.The main issue in WSNs is estimating the exact location of unknown nodes.All applications are dependent on the location information of unknown nodes in WSNs.Location information of mobile anchor node is used to estimate the location of unknown nodes.A new approach is implemented in this paper for the localization of unknown nodes using Artificial Neural Networks.Specifically, a neural feed network is used for the indoor position process.Also several neural network configuration sets have been tested, which includes Bayesian regularisation (BR), Levenberg-Marquardt (LM), resilient back propagation (RP), Scaled Conjugate Gradient (SCG) and Degree Descent (SCG),etc.At the end results are simulated using MATLAB and Mean Square Error is calculated and compared with other existing approaches.The proposed approach is energy efficient and uses only a two-way message to obtain inputs for the localization.Even the cost is minimized as in the proposed system only one mobile anchor node is used.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.25046/aj0601127
- https://astesj.com/?smd_process_download=1&download_id=25642
- OA Status
- diamond
- Cited By
- 8
- References
- 17
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3141408766
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Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3141408766Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.25046/aj0601127Digital Object Identifier
- Title
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Artificial Neural Network Approach using Mobile Agent for Localization in Wireless Sensor NetworksWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-02-01Full publication date if available
- Authors
-
Basavaraj K Madagouda, R. SumathiList of authors in order
- Landing page
-
https://doi.org/10.25046/aj0601127Publisher landing page
- PDF URL
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https://astesj.com/?smd_process_download=1&download_id=25642Direct link to full text PDF
- Open access
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YesWhether a free full text is available
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diamondOpen access status per OpenAlex
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https://astesj.com/?smd_process_download=1&download_id=25642Direct OA link when available
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Artificial neural network, Computer science, Wireless sensor network, Artificial intelligence, Mobile agent, Wireless network, Wireless, Computer network, TelecommunicationsTop concepts (fields/topics) attached by OpenAlex
- Cited by
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8Total citation count in OpenAlex
- Citations by year (recent)
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2025: 1, 2023: 3, 2022: 4Per-year citation counts (last 5 years)
- References (count)
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17Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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