Optimization of sensor selection problem in IoT systems using opposition-based learning in many-objective evolutionary algorithms

I Younas, A Naeem - Computers & Electrical Engineering, 2022 - Elsevier
Abstract In the Internet of Things (IoT) systems, physical objects are connected to each other
through sensor devices that serve multiple functionalities. The sensor selection is known to …

Many-objective sensor selection in IoT systems

CC Lin, DJ Deng, LY Lu - IEEE wireless communications, 2017 - ieeexplore.ieee.org
The Internet of Things connects physical objects through sensor devices with multiple
functionalities. At the planning stage of deploying an IoT system, we are concerned about …

Sparsity-aware intelligent spatiotemporal data sensing for energy harvesting IoT system

W Zhang, M Xie, C Scott, C Pan - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this era of the Internet of Things (IoT), the increasing number of IoT devices benefit from
energy harvesting (EH) technology which enables a sustainable data acquisition process …

Sensor selection and power allocation strategies for energy harvesting wireless sensor networks

M Calvo-Fullana, J Matamoros… - IEEE Journal on …, 2016 - ieeexplore.ieee.org
In this paper, we investigate the problem of jointly selecting a predefined number of energy-
harvesting (EH) sensors and computing the optimal power allocation. The ultimate goal is to …

Distortion minimization in wireless sensor networks with energy harvesting

P Du, Q Yang, Z Shen, KS Kwak - IEEE Communications …, 2017 - ieeexplore.ieee.org
In this letter, we investigate the distortion minimization problem by jointly optimizing the
sleep-wake scheduling and the transmit power in energy harvesting wireless sensor …

Sparsity-promoting sensor selection with energy harvesting constraints

M Calvo-Fullana, J Matamoros… - … , Speech and Signal …, 2016 - ieeexplore.ieee.org
In this paper, we propose a novel sensor selection scheme for networks equipped with
energy harvesting sensing devices. Ultimately, the goal is to minimize the reconstruction …

Query-based sensors selection for collaborative wireless sensor networks with stochastic energy harvesting

YB Chen, I Nevat, P Zhang… - IEEE Internet of …, 2018 - ieeexplore.ieee.org
We develop a new statistical decision making framework to select the optimal subset of
sensors to activate, while meeting various quality of service criteria specified by users' …

Distributed sensor selection for field estimation

S Liu, SP Chepuri, G Leus… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
We study the sensor selection problem for field estimation, where a best subset of sensors is
activated to monitor a spatially correlated random field. Different from most commonly used …

Random access policies for wireless networked control systems with energy harvesting sensors

M Calvo-Fullana, C Antón-Haro… - 2017 American …, 2017 - ieeexplore.ieee.org
In this paper, we study wireless networked control systems with energy harvesting sensors.
Multiple sensors share a wireless medium over which they transmit measurements to their …

Data Collection and Information Freshness in Energy Harvesting Networks

L Zhang - 2023 - ro.uow.edu.au
Abstract An Internet of Things (IoT) network consists of multiple devices with sensor (s), and
one or more access points or gateways. These devices monitor and sample targets, such as …