[HTML][HTML] A survey of sound source localization and detection methods and their applications

G Jekateryńczuk, Z Piotrowski - Sensors, 2023‏ - mdpi.com
This study is a survey of sound source localization and detection methods. The study
provides a detailed classification of the methods used in the fields of science mentioned …

A higher prediction accuracy–based alpha–beta filter algorithm using the feedforward artificial neural network

J Khan, E Lee, K Kim - CAAI Transactions on Intelligence …, 2023‏ - Wiley Online Library
The alpha–beta filter algorithm has been widely researched for various applications, for
example, navigation and target tracking systems. To improve the dynamic performance of …

[HTML][HTML] Application of machine learning techniques to predict a patient's no-show in the healthcare sector

LHA Salazar, VRQ Leithardt, WD Parreira… - Future Internet, 2021‏ - mdpi.com
The health sector faces a series of problems generated by patients who miss their
scheduled appointments. The main challenge to this problem is to understand the patient's …

Dynamic-structured reservoir spiking neural network in sound localization

Z Roozbehi, A Narayanan, M Mohaghegh… - IEEE …, 2024‏ - ieeexplore.ieee.org
Sound source localization is a critical problem in various fields, including communication,
security, and entertainment. Binaural cues are a natural technique used by mammalian ears …

[HTML][HTML] Virtual-network-reconstruction-based underwater acoustic localization framework: Theory and experiment validation

F Liu, H Chen, Y Li, L **e - Ocean Engineering, 2024‏ - Elsevier
Due to the harsh underwater environment, it is a challenging issue to realize the high-
precision localization for underwater mobile nodes. In this paper, we investigate the problem …

Sensitivity analysis of LSTM networks for fall detection wearable sensors

JP Matos-Carvalho, SD Correia… - 2023 6th Conference on …, 2023‏ - ieeexplore.ieee.org
Falling detection concerns identifying and alerting when a person falls or experiences a
sudden loss of balance. It is an important safety feature, particularly for elderly or vulnerable …

Gunshots localization and classification model based on wind noise sensitivity analysis using extreme learning machine

SA Qureshi, L Hussain, HM Alshahrani… - IEEE …, 2022‏ - ieeexplore.ieee.org
The gunshot event localization and classification have numerous real-time applications. The
study is also useful for steering the video camera and guns in the directed direction. This …

[HTML][HTML] Swarm optimization for energy-based acoustic source localization: A comprehensive study

J Fé, SD Correia, S Tomic, M Beko - Sensors, 2022‏ - mdpi.com
In the last decades, several swarm-based optimization algorithms have emerged in the
scientific literature, followed by a massive increase in terms of their fields of application. Most …

Drones as sound sensors for energy-based acoustic tracking on wildfire environments

SD Correia, J Fé, S Tomic, M Beko - IFIP International Internet of Things …, 2021‏ - Springer
The present work proposes a method for continuous localization of a moving acoustic
source based on energy measurements in the application of detecting/preventing wildfires …

Transfer Learning with Knowledge Distillation for Urban Localization Using LTE Signals

D Li, K Zhao, J Lu, Y Zhang, X An… - 2024 IEEE 100th …, 2024‏ - ieeexplore.ieee.org
In urban areas with tall buildings and narrow streets, signal distortions from multipath and
non-line-of-sight (NLOS) conditions significantly affect the localization accuracy using Long …