Source and channel coding for compressed sensing and control

A Shirazinia - 2014 - diva-portal.org
Rapid advances in sensor technologies have fueled massive torrents of data streaming
across networks. Such large volume of information, indeed, restricts the operational …

Channel-optimized vector quantizer design for compressed sensing measurements

A Shirazinia, S Chatterjee… - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
We consider vector-quantized (VQ) transmission of compressed sensing (CS)
measurements over noisy channels. Adopting mean-square error (MSE) criterion to …

Sparse dimensionality reduction based on compressed sensing

Y Tang, X Li, Y Liu, J Wang, Y Xu - 2014 IEEE Wireless …, 2014 - ieeexplore.ieee.org
In this paper, we propose a novel approach SDR-CS (Sparse Dimensionality Reduction
based on CS) based on compressed sensing to reduce dimensionality. With certain …

Quantization and security enabled compressive video CODEC for WSN

A Veeraputhiran, R Sankararajan - Multimedia Tools and Applications, 2018 - Springer
Real time image and video transmission in surveillance applications need efficient video
coding and security. Recent advances in computer vision have enabled the development of …