Communications, Navigation, Surveillance/Air Traffic Management (CNS/ATM) systems utilize digital technologies, satellite systems, and various levels of automation to facilitate seamless global air traffic management. Automatic Dependent Surveillance-Broadcast (ADS-B), the core component of CNS/ATM, broadcasts important monitoring information, such as the location, altitude, and direction of ai...

The performance of unsupervised discriminative training has been found to be highly dependent on the accuracy of the initial automatic transcription. This paper examines a strategy where a relatively small amount of poorly recognised data are manually transcribed to supplement the automatically transcribed data. Experiments were carried out on a Mandarin broadcast transcription task using both ...

The performance of unsupervised discriminative training has been found to be highly dependent on the accuracy of the initial automatic transcription. This paper examines a strategy where a relatively small amount of poorly recognised data are manually transcribed to supplement the automatically transcribed data. Experiments were carried out on a Mandarin broadcast transcription task using both ...

Deep learning (DL) has been utilized pervasively in the Internet of Things (IoT). One typical application DL IoT is device identification from wireless signals, namely, noncryptographic (NDI). However, components NDI systems have to evolve adapt operational variations, such a paradigm termed as incremental (IL). Various IL algorithms proposed and many them require dedicated space store increasi...

Specific emitter identification (SEI) plays an increasingly crucial and potential role in both military civilian scenarios. It refers to a process discriminate individual emitters from each other by analyzing extracted characteristics given radio signals. Deep learning (DL) deep neural networks (DNNs) can learn the hidden features of data build classifier automatically for decision making, whic...

Under increasing economic and environmental pressure, airlines are constantly seeking new technologies optimizing flight operations to reduce fuel consumption. However, the current practice on loading, which has a significant impact aircraft weight consumption, yet be thoroughly addressed by existing studies. Excess is loaded dispatchers (or) pilots handle consumption uncertainties, primarily c...

Standardized, collaborative decision-making processes have already been implemented at some network-relevant airports, and these can be further enhanced through data-driven approaches (e.g., data analytics, predictions). New cost-effective implementations will also enable the appropriate integration of small medium-sized airports into aviation network. The required increasingly gathered process...