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Journal ArticleDOI

Green Sensing and Communication: A Step Towards Sustainable IoT Systems

TLDR
This article surveys the existing green sensing and communication approaches to realize sustainable IoT systems for various applications and presents a few case studies that aim to generate sensed traffic data intelligently as well as prune it efficiently without sacrificing the required service quality.
Abstract
With the advent of Internet of Things (IoT) devices, their reconfigurability, networking, task automation, and control ability have been a boost to the evolution of traditional industries such as health-care, agriculture, power, education, and transport. However, the quantum of data produced by the IoT devices poses serious challenges on its storage, communication, computation, security, scalability, and system’s energy sustainability. To address these challenges, the concept of green sensing and communication has gained importance. This article surveys the existing green sensing and communication approaches to realize sustainable IoT systems for various applications. Further, a few case studies are presented that aim to generate sensed traffic data intelligently as well as prune it efficiently without sacrificing the required service quality. Challenges associated with these green techniques, various open issues, and future research directions for improving the energy efficiency of the IoT systems are also discussed.

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Journal ArticleDOI

Green Artificial Intelligence: Towards an Efficient, Sustainable and Equitable Technology for Smart Cities and Futures

TL;DR: This perspective paper concentrates on the “green AI” concept as an enabler of the smart city transformation, as it offers the opportunity to move away from purely technocentric efficiency solutions towards efficient, sustainable and equitable solutions capable of realizing the desired urban futures.
Journal ArticleDOI

Collaborative Multi-Sensing in Energy Harvesting Wireless Sensor Networks

TL;DR: This article presents an adaptive multi-sensing framework for a network of densely deployed solar energy harvesting wireless nodes where each node is mounted with heterogeneous sensors to sense multiple cross-correlated slowly-varying parameters/signals.
Journal ArticleDOI

The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda

TL;DR: In this article , the authors conduct a bibliometric study to investigate the current state of the IoT and agriculture in academic literature and identify those agricultural resources that are mostly impacted by the introduction of IoT (i.e., seeds, soil, water, fertilizers, pesticides, energy, livestock, human resources, technology infrastructure, business relations).
Journal ArticleDOI

Backscatter Wireless Communications and Sensing in Green Internet of Things

TL;DR: Backscatter communication (BackCom) is a recently emerged technique that enables green IoT through joint wireless communication and sensing and potentially allows IoT devices to operate without batteries as discussed by the authors , which is a key technology for enabling ubiquitous applications that interconnect with cyber-physical systems.
Proceedings ArticleDOI

Energy Harvesting-enabled 5G Advanced Air Pollution Monitoring Device

TL;DR: The developed AAPMD system consumes 10-times less energy while using 5G NB-IoT communication module, which makes it a very competitive candidate for massive deployment in highly polluted metro cities like Delhi and Kolkata, in India.
References
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Journal ArticleDOI

Gaussian Approximation-Based Lossless Compression of Smart Meter Readings

TL;DR: A new lossless smart meter readings compression algorithm is proposed which has the significant enhancement of the entropy and the resultant compression ratio is higher than any known lossless algorithm in this domain.
Journal ArticleDOI

UAV-Assisted RFET: A Novel Framework for Sustainable WSN

TL;DR: In this paper, a novel framework for charging the sensor nodes using unmanned aerial vehicle (UAV)-assisted radio frequency energy transfer (RFET) is presented, and three variants of order of charging, namely, Voltage-aware Charging Sequence, Operational Time-aware charging Sequence, and Iterative Charging sequence are proposed.
Journal ArticleDOI

Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks With Stochastic Energy Harvesting

TL;DR: In this article, a low complexity algorithm based on the spatial best linear unbiased estimator (S-BLUE) was proposed to solve the problem of spatial field reconstruction and sensor selection in heterogeneous sensor networks.
Journal ArticleDOI

Dynamic Prediction of Powerline Frequency for Wide Area Monitoring and Control

TL;DR: A novel data driven framework based on Support Vector Regression to reduce the bandwidth requirement for transmission of phasor measurement unit (PMU) data by judicious elimination of redundant data at the PMU before transmission is presented.
Journal ArticleDOI

SBL-Based Adaptive Sensing Framework for WSN-Assisted IoT Applications

TL;DR: A novel sparse Bayesian learning-based adaptive sensor selection framework that selects an active sensor set and turns off the remaining SNs by jointly optimizing two conflicting performance measures: 1) sensing quality and 2) energy efficiency, while considering prevailing energy parameters of the network.
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