Integrating machine learning in embedded sensor systems for Internet-of-Things applications

J Lee, M Stanley, A Spanias… - … symposium on signal …, 2016 - ieeexplore.ieee.org
Interpreting sensor data in Internet-of-Things applications is a challenging problem
particularly in embedded systems. We consider sensor data analytics where machine …

A review of localization and tracking algorithms in wireless sensor networks

S Kumar, RM Hegde - arXiv preprint arXiv:1701.02080, 2017 - arxiv.org
In this paper, a comprehensive survey of the pioneer as well as the state of-the-art
localization and tracking methods in the wireless sensor networks is presented. Localization …

[图书][B] Node localization in wireless sensor networks

In sensor network applications, measured data are often meaningful only when the location
is accurately known. In this booklet, we study research problems associated with node …

Node localization algorithm for detecting malicious nodes to prevent connection failures and improve end-to-end delay

GH Kumar, GP Ramesh - Computer Communications, 2022 - Elsevier
In sensor network applications, the measured data makes sense only if the location is
known. The location of the node is known, and the wireless communication line and …

Dynamic Wi-Fi fingerprinting indoor positioning system

O Costilla-Reyes, K Namuduri - 2014 International Conference …, 2014 - ieeexplore.ieee.org
In this paper, a technique is proposed to improve the accuracy of indoor positioning systems
based on Wi-Fi radio-frequency signals by using dynamic access points and fingerprints …

Location estimation and detection in wireless sensor networks in the presence of fading

X Zhang, C Tepedelenlioğlu, MK Banavar… - Physical …, 2019 - Elsevier
In this paper, localization using narrowband communication signals are considered in the
presence of fading channels with time of arrival measurements. When narrowband signals …

[图书][B] Distributed network structure estimation using consensus methods

The area of detection and estimation in a distributed wireless sensor network (WSN) has
several applications, including military surveillance, sustainability, health monitoring, and …

A new DOA estimation algorithm based on PSO-Gauss-Newton

X Cui, R Zhou, H Chen, Y Zhang, S Li… - 2021 IEEE 9th …, 2021 - ieeexplore.ieee.org
Direction-of-Arrival (DOA) estimation is a basic and important problem in sensor array signal
processing. In order to solve this problem, many algorithms have been proposed. Among …

An efficient compartmental model for real-time node tracking over cognitive wireless sensor networks

S Kumar, RM Hegde - IEEE Transactions on Signal Processing, 2015 - ieeexplore.ieee.org
In this paper, an efficient compartmental model for real-time node tracking over cognitive
wireless sensor networks is proposed. The compartmental model is developed in a multi …

Android acoustic ranging

P Curtis, MK Banavar, S Zhang… - IISA 2014, The 5th …, 2014 - ieeexplore.ieee.org
This paper describes the design and implementation of a mobile application (app) for
acoustic ranging developed for the Android platform. The ranging strategy used is an …