TinyML for Ultra-Low Power AI and Large Scale IoT Deployments: A Systematic Review

A TinyML Soft-Sensor Approach for Low-Cost Detection and Monitoring of Vehicular Emissions

(2022) Pedro Andrade et al.   SENSORS

New Opportunities, Challenges, and Applications of Edge-AI for Connected Healthcare in Internet of Medical Things for Smart Cities

(2022) M. M. Kamruzzaman et al.   Journal of Healthcare Engineering

TinyML: Enabling of Inference Deep Learning Models on Ultra-Low-Power IoT Edge Devices for AI Applications

(2022) Norah N. Alajlan et al.   Micromachines

Enhancing Food Supply Chain Security through the Use of Blockchain and TinyML

(2022) Vasileios Tsoukas et al.   Information (Switzerland)

Tiny Machine Learning (Tiny-ML) for Efficient Channel Estimation and Signal Detection

(2022) Hongfu Liu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Hardware Deployable Edge-AI Solution for Prescreening of Oral Tongue Lesions Using TinyML on Embedded Devices

(2022) Mohammed Zubair M. Shamim   IEEE Embedded Systems Letters

Edge computing: current trends, research challenges and future directions

(2021) Gonçalo Carvalho et al.   COMPUTING

Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles

(2021) Miguel de Prado et al.   SENSORS

Design and Evaluation of a New Machine Learning Framework for IoT and Embedded Devices

(2021) Gianluca Cornetta et al.   Electronics

Collaborative Edge Computing for Smart Villages [Energy and Security]

(2021) Deepak Puthal et al.   IEEE Consumer Electronics Magazine

An Overview of Machine Learning within Embedded and Mobile Devices–Optimizations and Applications

(2021) Taiwo Samuel Ajani et al.   SENSORS

LPWAN and Embedded Machine Learning as Enablers for the Next Generation of Wearable Devices

(2021) Ramon Sanchez-Iborra   SENSORS

An Evolving TinyML Compression Algorithm for IoT Environments Based on Data Eccentricity

(2021) Gabriel Signoretti et al.   SENSORS

Comparison of LPWAN Technologies: Cost Structure and Scalability

(2021) Mohammad Istiak Hossain et al.   WIRELESS PERSONAL COMMUNICATIONS

Hardware/Software Co-Design for TinyML Voice-Recognition Application on Resource Frugal Edge Devices

(2021) Jisu Kwon et al.   Applied Sciences-Basel

SmallSats: a new technological frontier in ecology and conservation?

(2021) David J. Curnick et al.   Remote Sensing in Ecology and Conservation

Decentralized Edge Intelligence: A Dynamic Resource Allocation Framework for Hierarchical Federated Learning

(2021) Wei Yang Bryan Lim et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A Federated Learning Framework for Detecting False Data Injection Attacks in Solar Farms

(2021) Liang Zhao et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Information fusion for edge intelligence: A survey

(2021) Yin Zhang et al.   Information Fusion

Machine Learning on Mainstream Microcontrollers

(2020) Fouad Sakr et al.   SENSORS

Edge Machine Learning for AI-Enabled IoT Devices: A Review

(2020) Massimo Merenda et al.   SENSORS

FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things

(2020) Xiaying Wang et al.   IEEE Internet of Things Journal

Edge computing for Internet of Things: A survey, e-healthcare case study and future direction

(2019) Partha Pratim Ray et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Software Defined IoT Systems: Properties, State of the Art, and Future Research

(2019) Pritish Mishra et al.   IEEE WIRELESS COMMUNICATIONS

A Comprehensive Survey on Internet of Things (IoT) Toward 5G Wireless Systems

(2019) Lalit Chettri et al.   IEEE Internet of Things Journal

Image and Video Compression With Neural Networks: A Review

(2019) Siwei Ma et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Deep Learning for Intelligent Wireless Networks: A Comprehensive Survey

(2018) Qian Mao et al.   IEEE Communications Surveys and Tutorials

The Internet of Moving Things [Industry View]

(2018) Rui Costa   IEEE TECHNOLOGY AND SOCIETY MAGAZINE

From data to big data in production research: the past and future trends

(2018) Yong-Hong Kuo et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

The Future of Industrial Communication: Automation Networks in the Era of the Internet of Things and Industry 4.0

(2017) Martin Wollschlaeger et al.   IEEE Industrial Electronics Magazine

Seamless IPv6 connectivity for two-wheelers

(2017) José Santa et al.   Pervasive and Mobile Computing

A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications

(2017) Jie Lin et al.   IEEE Internet of Things Journal

Massive machine-type communications in 5g: physical and MAC-layer solutions

(2016) Carsten Bockelmann et al.   IEEE COMMUNICATIONS MAGAZINE

Next Generation 5G Wireless Networks: A Comprehensive Survey

(2016) Mamta Agiwal et al.   IEEE Communications Surveys and Tutorials

Internet of Things in the 5G Era: Enablers, Architecture, and Business Models

(2016) Maria Rita Palattella et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS