Wireless sensor networks in agriculture through machine learning: A survey

MM Rahaman, M Azharuddin - Computers and Electronics in Agriculture, 2022 - Elsevier
This survey paper describes the concept of Wireless Sensor Networks (WSNs), Machine
Learning (ML) and their applications on various fields of smart agriculture. Here we first …

Use of real time localization systems (RTLS) in the automotive production and the prospects of 5G–A literature review

C Küpper, J Rösch, H Winkler - Production & Manufacturing …, 2022 - Taylor & Francis
Numerous challenges in automotive production lead to an increased need for transparency
and optimization. Real-Time-Location-Systems (RTLS) is a key tool for achieving this goal …

DuLoc: Dual-channel convolutional neural network based on channel state information for indoor localization

X Song, Y Zhou, H Qi, W Qiu, Y Xue - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
With the increasing demand for location-based services in indoor environments, research on
indoor localization technology has become an urgent need. In complex indoor …

Direct position determination of non-circular sources for multiple arrays via weighted euler ESPRIT data fusion method

X Shi, X Zhang, H Zeng - Applied Sciences, 2022 - mdpi.com
In recent years, direct position determination (DPD) with multiple arrays for non-circular (NC)
signals is a hot topic to research. Conventional DPD techniques with spectral peak search …

Efficient solutions for target localization in asynchronous MIMO networks

X Wu, Y Li, Y Shen, X Zhu - Journal of Network and Computer Applications, 2022 - Elsevier
Multiple-input multiple-output (MIMO) technique has been drawing extensive attention for its
spatial diversity to enhance the performance in the target localization. Considering a fully …

SASMOTE: A Self-Attention Oversampling Method for Imbalanced CSI Fingerprints in Indoor Positioning Systems

A Liu, L Cheng, C Yu - Sensors, 2022 - mdpi.com
WiFi localization based on channel state information (CSI) fingerprints has become the
mainstream method for indoor positioning due to the widespread deployment of WiFi …

Fingerprint Image-Based Multi-Building 3D Indoor Wi-Fi Localization Using Convolutional Neural Networks

A Sonny, A Kumar - 2022 National Conference on …, 2022 - ieeexplore.ieee.org
Wi-Fi based indoor localization has gained much attention around the globe due to its
widespread reach and availability. Amongst several possible approaches using Wi-Fi …

A Direct Position Determination Method Based on Subspace Orthogonality in Cross-Spectra under Multipath Environments

K Zhu, H Jiang, Y Huo, Q Yu, J Li - Sensors, 2022 - mdpi.com
Without the estimation of the intermediate parameters, the direct position determination
(DPD) method can achieve higher localization accuracy than conventional two-step …

Deep learning based localization scheme for uav aided wireless sensor networks

H Zhang, F Yan, H Li, K Ding, T Wu… - 2022 14th …, 2022 - ieeexplore.ieee.org
In this paper, a deep learning based localization scheme is proposed for unmanned aerial
vehicle (UAV) aided wireless sensor networks (WSN s), The scheme contains two …

[PDF][PDF] 时频空域混叠脉冲串辐射源信号直接定位算法

钟华, 阮怀林, 孙兵, 张奎 - 电子与信息学报, 2022 - jeit.ac.cn
当既定侦察区域存在多个数目未知且信号参数相似的脉冲串辐射源信号时,
采用经典的多目标定位算法和直接定位算法(DPD) 均无法对多个辐射源信号进行精确定位 …