We use different optimizers in everyday Machine Learning and Deep Learning applications. The task for any machine learning algorithm is to 𝑚𝑖𝑛 𝑓 (𝑥), where 𝑓 is the objective function and 𝑥 is the input parameter. ...

In the millimetre wave and sub-6 GHz band, next-generation wireless communication systems are anticipated to offer high-mobility Vehicle to Everything (V2X) communication services. This necessitates precise user tracking ...

Superconducting nanowire single photon detectors (SNSPD) provide >90% and timing jitter <20% but require cryogenic temperature. SPAD’s are capable of detection at room temperature but due to the trade off between timing ...

Accredited Social Health Activists(ASHA) in India play a crucial role in improving the access to healthcare services of rural populations. Despite their key contributions, they receive inadequate training and supervision. ...

The deployment of cellular spectrum in licensed, shared and unlicensed spectrum demands wideband sensing over non-contiguous sub-6 GHz spectrum. To improve the spectrum and energy efficiency, beam forming and massive ...

Techniques used for sparsifying the signal in dictionary or transform domain are quite popular in signal processing. In this work, we propose a method for e cient compression of surveillance videos. We observe that in these ...

As the telecom services evolve towards 5G, service providers are exploring innovative technologies which are easier to deploy, provide high data rate communication and enable dense network connectivity at a low cost. Visual ...

Unmanned Aerial Vehicles (UAVs) or drones are often used to reach remote areas or regions which are inaccessible to humans. Equipped with a large eld of view, compact size, and remote control abilities, drones are deemed ...