journal article·2023Open access

Intelligent Aquila Optimization Algorithm-Based Node Localization Scheme for Wireless Sensor Networks

Nidhi Agarwal, M. Gokilavani, S. Nagarajan, S. Saranya, Hadeel Alsolai, Sami Dhahbi, Amira Sayed Abdelaziz

Computers, Materials & Continua· Volume 74· Issue 1

Abstract

In recent times, wireless sensor network (WSN) finds their suitability in several application areas, ranging from military to commercial ones. Since nodes in WSN are placed arbitrarily in the target field, node localization (NL) becomes essential where the positioning of the nodes can be determined by the aid of anchor nodes. The goal of any NL scheme is to improve the localization accuracy and reduce the localization error rate. With this motivation, this study focuses on the design of Intelligent Aquila Optimization Algorithm Based Node Localization Scheme (IAOAB-NLS) for WSN. The presented IAOAB-NLS model makes use of anchor nodes to determine proper positioning of the nodes. In addition, the IAOAB-NLS model is stimulated by the behaviour of Aquila. The IAOAB-NLS model has the ability to accomplish proper coordinate points of the nodes in the network. For guaranteeing the proficient NL process of the IAOAB-NLS model, widespread experimentation takes place to assure the betterment of the IAOAB-NLS model. The resultant values reported the effectual outcome of the IAOAB-NLS model irrespective of changing parameters in the network.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Indoor and Outdoor Localization Technologies · Energy Efficient Wireless Sensor Networks · Underwater Vehicles and Communication Systems

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (20)

Show source-provided references
1. 3-dimensional manifold and machine learning based localization algorithm for wireless sensor networks
2. A survey on unequal clustering protocols in Wireless Sensor Networks10.1016/j.jksuci.2017.03.006 ↗
3. Research on improved localization algorithms RSSI-based in wireless sensor networks10.1088/1361-6501/ac22f1 ↗
4. Lifetime maximization of wireless sensor network using fuzzy based unequal clustering and ACO based routing hybrid protocol10.1007/s10489-017-1077-y ↗
5. A new lossless neighborhood indexing sequence (NIS) algorithm for data compression in wireless sensor networks10.1016/j.adhoc.2018.09.009 ↗
6. F5N-based unequal clustering protocol (F5NUCP) for wireless sensor networks10.1002/dac.3811 ↗
7. Improved artificial bee colony optimization based clustering algorithm for SMART sensor environments10.1007/s12083-019-00805-4 ↗
8. RSOD: Real-time small object detection algorithm in UAV-based traffic monitoring
9. Ldpc code’s decoding algorithms for wireless sensor network: A brief review10.32604/jnm.2019.05786 ↗
10. Advanced localization algorithm for wireless sensor networks using fractional order class topper optimization10.1007/s11227-021-04278-2 ↗
11. Research of localization algorithm for wireless sensor network based on DV-Hop10.1186/s13638-019-1539-5 ↗
12. Optimized distance range free localization algorithm for WSN10.1007/s11277-020-07950-7 ↗
13. Improved recursive dv-hop localization algorithm with rssi measurement for wireless sensor networks10.3390/s21124152 ↗
14. Three dimensional optimum node localization in dynamic wireless sensor networks10.32604/cmc.2022.019171 ↗
15. Aquila optimizer: A novel meta-heuristic optimization algorithm10.1016/j.cie.2021.107250 ↗
16. Optimized ANFIS model using aquila optimizer for oil production forecasting10.3390/pr9071194 ↗
17. Aquila optimization based harmonic elimination in a modified h-bridge inverter10.3390/su14020929 ↗
18. An effective metaheuristic based node localization technique for wireless sensor networks enabled indoor communication10.1016/j.phycom.2021.101411 ↗
19. Secure data hiding techniques: A survey10.1007/s11042-018-6407-5 ↗
20. Improved cat swarm optimization algorithm for solving global optimization problems and its application to clustering10.1007/s10489-017-1096-8 ↗