To protect the electromagnetic environment and understand its current state in a timely
manner, monitoring the electromagnetic environment has great practical significance, while …

With the development of communication technology and the growth of equipment, spectrum
prediction technology has received more and more attention because of its wide application …

With the development of Internet of things (IoT), the demand on spectrum is increasing
rapidly. Moreover, due to lack of power and the feature of short burst, the signals of IoT may …

With the rapid development of global communication technology, the problem of scarce
spectrum resources has become increasingly prominent. In order to alleviate the problem of …

As the earliest invented and utilized communication approach, shortwave, known as high
frequency (HF) communication now experience the deterioration of HF electromagnetic …

The Long Term Evolution for Railway (LTE-R) communication system is providing a reliable
data link for High-Speed Railway (HSR) communication. However, when the train passes …

Radio spectrum prediction is of great significance for dynamic spectrum management and
alleviating spectrum congestion. Based on the real spectrum dataset, this paper constructs a …

With the development of IoT in smart cities, the electromagnetic environment (EME) in cities
is becoming more and more complex. A full understanding of the characteristics of past …

In this paper, we explore the spectrum inference to achieve the spectrum occupancy in
advance through analyzing the historical spectrum. We have conceived an offline-online …

Spectrum prediction is challenging owing to its complex inherent dependency and
heterogeneity among the spectrum data. In this letter, we propose a novel end-to-end deep …