Click for new scientific resources and news about Corona[COVID-19]

Paper Information

Journal:   JOURNAL OF ELECTRONIC AND CYBER DEFENCE   FALL 2015 , Volume 3 , Number 3 (11); Page(s) 31 To 38.
 
Paper: 

INCREASING THE ACCURACY OF LOCATING IN WIRELESS COMMUNICATION SYSTEMS BASED ON NEURAL NETWORKS

 
 
Author(s):  AMIRKHANI Z.*, MADANI M.H., SADIDPOUR S.S., MOMENI ANDARZIYANI A.H.
 
* MALEK-ASHTAR UNIVERSITY OF TECHNOLOGY
 
Abstract: 

The exact location of wireless communication systems aimed at both military and civilian applications is an important issue. In wireless communication networks, the user's location is done by using the measured signals time of arrival (TOA) from MS to BS. One of the most accurate methods for determining the TOA -based location systems is the use of neural networks.
In this paper, a new algorithm is provided to improve the accuracy of locating based on BP neural network. In the newly proposed algorithm, instead of possible crossing points of TOA circles as neural network input, radius of TOA circle is used that much less than the previous method of complexity and accuracy is increased. Analysis and simulations show reduction positioning errors to a greater extent than half in the new algorithm compared to the previous method and it shows the location carefully.

 
Keyword(s): THE ACCURACY OF LOCATING, WIRELESS COMMUNICATION SYSTEMS, NEURAL NETWORKS
 
 
References: 
  • ندارد
  •  
 
Click to Cite.
APA: Copy

AMIRKHANI, Z., & MADANI, M., & SADIDPOUR, S., & MOMENI ANDARZIYANI, A. (2015). INCREASING THE ACCURACY OF LOCATING IN WIRELESS COMMUNICATION SYSTEMS BASED ON NEURAL NETWORKS. JOURNAL OF ELECTRONIC AND CYBER DEFENCE, 3(3 (11)), 31-38. https://www.sid.ir/en/journal/ViewPaper.aspx?id=509137



Vancouver: Copy

AMIRKHANI Z., MADANI M.H., SADIDPOUR S.S., MOMENI ANDARZIYANI A.H.. INCREASING THE ACCURACY OF LOCATING IN WIRELESS COMMUNICATION SYSTEMS BASED ON NEURAL NETWORKS. JOURNAL OF ELECTRONIC AND CYBER DEFENCE. 2015 [cited 2021May10];3(3 (11)):31-38. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=509137



IEEE: Copy

AMIRKHANI, Z., MADANI, M., SADIDPOUR, S., MOMENI ANDARZIYANI, A., 2015. INCREASING THE ACCURACY OF LOCATING IN WIRELESS COMMUNICATION SYSTEMS BASED ON NEURAL NETWORKS. JOURNAL OF ELECTRONIC AND CYBER DEFENCE, [online] 3(3 (11)), pp.31-38. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=509137.



 
 
Yearly Visit 45 Persian Abstract
 
Latest on Blog
Enter SID Blog