Artificial neural networks based optimization techniques: A review
In the last few years, intensive research has been done to enhance artificial intelligence (AI)
using optimization techniques. In this paper, we present an extensive review of artificial …
using optimization techniques. In this paper, we present an extensive review of artificial …
A survey on fusion-based indoor positioning
Demands for indoor positioning based services (IPS) in commercial and military fields have
spurred many positioning systems and techniques. Complex electromagnetic environments …
spurred many positioning systems and techniques. Complex electromagnetic environments …
Inverse distance weight-assisted particle swarm optimized indoor localization
Indoor localization using wireless fidelity (WiFi) fingerprint has attracted considerable
attention due to its extensive deployment and low cost. Most indoor fingerprint localization …
attention due to its extensive deployment and low cost. Most indoor fingerprint localization …
A survey of deep learning approaches for WiFi-based indoor positioning
X Feng, KA Nguyen, Z Luo - Journal of Information and …, 2022 - Taylor & Francis
One of the most popular approaches for indoor positioning is WiFi fingerprinting, which has
been intrinsically tackled as a traditional machine learning problem since the beginning, to …
been intrinsically tackled as a traditional machine learning problem since the beginning, to …
A systematic review of localization in WSN: Machine learning and optimization‐based approaches
P Yadav, SC Sharma - International journal of communication …, 2023 - Wiley Online Library
In recent years, wireless sensor networks (WSNs) have been widely used in various
applications. The localization problem has been identified as one of the biggest problems …
applications. The localization problem has been identified as one of the biggest problems …
Indoor high precision three-dimensional positioning system based on visible light communication using particle swarm optimization
Recently, visible light communication (VLC) has gradually become a research hotspot in
indoor environments because its advantages of illumination and relative high positioning …
indoor environments because its advantages of illumination and relative high positioning …
A hybrid model using fuzzy logic and an extreme learning machine with vector particle swarm optimization for wireless sensor network localization
Localization is one of the challenges in wireless sensor networks, especially those without
the aid of a global positioning system. Use of a dedicated positioning device incurs …
the aid of a global positioning system. Use of a dedicated positioning device incurs …
Augmented CWT features for deep learning-based indoor localization using WiFi RSSI data
Localization is one of the current challenges in indoor navigation research. The
conventional global positioning system (GPS) is affected by weak signal strengths due to …
conventional global positioning system (GPS) is affected by weak signal strengths due to …
An accurate WiFi indoor positioning algorithm for complex pedestrian environments
D Yu, C Li - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
This paper proposes a precise WiFi fingerprinting indoor positioning algorithm for complex
pedestrian environments. We transform the disturbed received signal strength (RSS) from …
pedestrian environments. We transform the disturbed received signal strength (RSS) from …
Neural network-based Alzheimer's patient localization for wireless sensor network in an indoor environment
The number of older adults with Alzheimer's disease is increasing every year. The
associated memory problems cause many difficulties for Alzheimer's patients and their …
associated memory problems cause many difficulties for Alzheimer's patients and their …