Outdoor radio coverage map estimation is an important tool for network planning and
resource management in modern Internet of Things (IoT) and cellular systems. A radio map …

Accurate location information is crucial for a variety of new verticals and use cases enabled
by 5th generation (5G) wireless networks. While existing localization techniques for cellular …

In this paper, we discuss the application of machine learning techniques for performance
prediction problems in wireless networks. These problems often involve using existing …

This paper constructs a full dimensional (6D) radio map to predict the channel gain between
any transmitter location and any receiver location based on received signal strength (RSS) …

This article offers a thorough analysis of the machine learning classifiers approaches for the
collected Received Signal Strength Indicator (RSSI) samples which can be applied in …

Massive-MIMO (M-MIMO) allows to schedule users with high gain narrow beams and to
reduce intra-cell inter-beam interference. Close to cell edge, users may experience high …

Providing rich and useful information regarding spectrum activities and propagation
channels, radiomaps characterize the detailed distribution of power spectral density (PSD) …

Radio dynamic zones (RDZs) are geographical areas within which dedicated spectrum
resources are monitored and controlled to enable the development and testing of new …

Radio environment map (REM) provides detailed information on the coverage of the primary
terminals of wireless communication systems. The spatial estimation of the channel …

Abstract IEEE 802.11 ah, also known as Wi-Fi HaLow, improves the scalability of the Internet
of Things (IoT) by connecting a large number of low-power devices. IEEE 802.11 ah has …