Author

Arko Datta

Institution: Indian Institute of Technology Madras

Observed institutions: National Institute of Technology Durgapur, Indian Institute of Technology Madras

ORCID: 0009-0004-8047-0113

Observed ORCID: 0009-0004-8047-0113

OpenAlex ID: A5023205208

Efficient Air Quality Index Prediction on Resource-Constrained Devices using TinyML: Design, Implementation, and Evaluation

2024 · Arko Datta, Aniruddha Pal, et al. · International Conference on Distributed Computing and Networking (ICDCN) · 9

Real-Time Air Quality Predictions for Smart Cities using TinyML

2024 · Arko Datta, Aniruddha Pal, et al. · International Conference on Distributed Computing and Networking (ICDCN) · 9

PolluSenseCheck: Cost Effective TinyML-based Air Quality Monitoring System with In-Built Sensor Fault Detection

2025 · Arko Datta, Joyita Chakraborty, et al. · 3

iAirGuard: A Modular IoT Architecture with Dynamic Sampling and TinyML-Based Fault Detection for Air Quality Monitoring

2026 · Molay Mondal, Arko Datta, et al. · 1

ValidAir: Reference-Free Self-Validation of Low-Cost PM2.5 Sensors Using Activity-Generated Pollution Signatures

2026 · Molay Mondal Molay Mondal, Arko Datta, et al. · SSRN Electronic Journal

ValidAir: Reference-Free Self-Validation of Low-Cost PM2.5 Sensors Using Activity-Generated Pollution Signatures

2026 · Molay Mondal Molay Mondal, Arko Datta, et al. · SSRN Electronic Journal

Works count: 6

Citation count: 22

H-index: 3

I10-index: