An Optimal Tracking Performance of MIMO NCS with Quantization and Bandwidth Constraints
Sign Up to like & getrecommendations! Published in 2019 at "Asian Journal of Control"
DOI: 10.1002/asjc.1818
Abstract: This paper presents an optimal tracking performance of multiple‐input multiple‐output (MIMO) networked control systems (NCSs) with quantization and bandwidth constraints. In this study, we simultaneously consider the encoding‐decoding, quantization and bandwidth of communication channel. The… read more here.
Keywords: optimal tracking; quantization bandwidth; tracking performance; performance ... See more keywords
Wireless Federated Learning With Dynamic Quantization and Bandwidth Adaptation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2022.3202645
Abstract: Quantization has been increasingly proposed in wireless federated learning (FL) to compress transmission data, which therefore significantly reduces the training latency. In this letter, we further reduce the training latency by introducing dynamic quantization and… read more here.
Keywords: dynamic quantization; wireless federated; federated learning; quantization ... See more keywords