ISSN 2394-5125
 

Research Article 


PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS

Vikas Gupta, Brahmjit Singh.

Abstract
ABSTRACT
Wireless sensor networks (WSN) have become a key area of research. Localization of Sensor nodes in
WSN is extremely important for successful transmission and reception of the data. Localization is used to
determine the geographical location of the sensor nodes which are randomly distributed in the area of
interest. In the present work the existing DV-Hop localization algorithm which is a range free localization
algorithm is studied and evaluated in terms of localization error. Then a swarm based soft computing
technique, Particle Swarm Optimization (PSO) is applied on DV Hop localization algorithm and
localization error is calculated by varying the different network parameters like communication range,
anchor ratio, number of nodes, and the size of network area. It is found from the simulation results that
PSO reduces the localization error up to a large extent.

Key words: Keywords: Wireless Sensor Networks, Localization, DV-Hop, PSO etc.


 
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Pubmed Style

Vikas Gupta, Brahmjit Singh. PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS. JCR. 2020; 7(17): 2366-2371. doi:10.31838/jcr.07.17.292


Web Style

Vikas Gupta, Brahmjit Singh. PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS. http://www.jcreview.com/?mno=99354 [Access: August 18, 2021]. doi:10.31838/jcr.07.17.292


AMA (American Medical Association) Style

Vikas Gupta, Brahmjit Singh. PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS. JCR. 2020; 7(17): 2366-2371. doi:10.31838/jcr.07.17.292



Vancouver/ICMJE Style

Vikas Gupta, Brahmjit Singh. PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS. JCR. (2020), [cited August 18, 2021]; 7(17): 2366-2371. doi:10.31838/jcr.07.17.292



Harvard Style

Vikas Gupta, Brahmjit Singh (2020) PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS. JCR, 7 (17), 2366-2371. doi:10.31838/jcr.07.17.292



Turabian Style

Vikas Gupta, Brahmjit Singh. 2020. PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS. Journal of Critical Reviews, 7 (17), 2366-2371. doi:10.31838/jcr.07.17.292



Chicago Style

Vikas Gupta, Brahmjit Singh. "PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS." Journal of Critical Reviews 7 (2020), 2366-2371. doi:10.31838/jcr.07.17.292



MLA (The Modern Language Association) Style

Vikas Gupta, Brahmjit Singh. "PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS." Journal of Critical Reviews 7.17 (2020), 2366-2371. Print. doi:10.31838/jcr.07.17.292



APA (American Psychological Association) Style

Vikas Gupta, Brahmjit Singh (2020) PERFORMANCE ANALYSIS OF LOCALIZATION ALGORITHM FOR DIFFERENT NETWORK PARAMETERS USING PARTICLE SWARM OPTIMIZATION IN WIRELESS SENSOR NETWORKS. Journal of Critical Reviews, 7 (17), 2366-2371. doi:10.31838/jcr.07.17.292