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Zero-padding and spatial augmentation-based gas sensor node optimization approach in resource-constrained 6G-IoT paradigm
(MDPI, 2022-04-15)
Ultra-low-power is a key performance indicator in 6G-IoT ecosystems. Sensor nodes in this eco-system are also capable of running light-weight artificial intelligence (AI) models. In this work, we have achieved high performance ...
Machine learning for smart environments in B5G networks: connectivity and QoS
(Hindawi, 2021-09-20)
The number of Internet of Things (IoT) devices to be connected via the Internet is overgrowing. The heterogeneity and complexity of the IoT in terms of dynamism and uncertainty complicate this landscape dramatically and ...
An ensemble machine learning method for microplastics identification with FTIR spectrum
(Elsevier, 2022-06-20)
Microplastics (MPs) (size < 5 mm) marine pollution have been investigated and monitored by many researchers
and found in many coasts around the world. These toxic chemicals make their way into human diet through food ...