Precision Agriculture Revolution: PALS Algorithm Unveiled
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2024, Vol 12, Issue 5
Abstract
This study presents an algorithm for mobile node localization in wireless sensor networks, leveraging the Extended Kalman Filter (EKF). The algorithm demonstrates robustness in handling non-linear dynamics and adaptability to varying environmental conditions. While initial conditions and Gaussian noise assumptions pose challenges, ongoing efforts aim to address these limitations. Future directions involve the refinement of sensor models, exploration of multi-sensor fusion, integration of machine learning techniques, and rigorous real-world testing. The algorithm's potential for three-dimensional localization and energy-efficient strategies positions it as a promising solution for dynamic scenarios. This research contributes to the advancement of mobile node localization methodologies, providing insights into its strengths, limitations, and avenues for future improvement.
Authors and Affiliations
Siti Nur
Keywords
Related Articles
- EP ID EP749863
- DOI 10.55524/ijircst.2024.12.5.1
- Views 3
- Downloads 0
Non-Linear Behavior of Reinforced Concrete Frame Structure with Vertical Irregularities
Various structural factors that contribute to damage during an earthquake are vertical irregularities, irregularities in strength and stiffness, mass irregularities, torsional irregularities, and so on. Over the past dec...
Recent Advances and Future Directions of Bioinformatics in Biomedical Engineering Perspective
Bioinformatics is an interdisciplinary field of biomedical engineering and biotechnology that incorporates computational, mathematical, statistical analysis and information technology to provide a better solution to biol...
Fire Alarm System Through Smoke Detection
A reliable fire alarm system (FAS) is crucial for timely reporting and responding to fires. While existing techniques can predict undesirable outcomes, they lack guidance on when and how workers should intervene to minim...
Natural Language Processing: An Approach to Aid Emergency Services in COVID-19 Pandemic
In the recent years, Natural Language Processing (NLP) has been widely adopted in numerous applications to organize and structure knowledge to accomplish tasks like translation, summarization, named entity recognition, r...
Agriculture Sector Improvement Implementing IoT
The agricultural industry plays an essential role in overcoming the food scarcity scenarios for food security globally in the rising population scenario. In the agricultural sector, mechanization has improved various cro...