From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …
demand for even faster communication networks, we expected to witness the birth of a new …
Resident population density-inspired deployment of K-tier aerial cellular network
Using Unmanned Aerial Vehicles (UAVs) to enhance network coverage has proven a variety
of benefits compared to terrestrial counterparts. One of the commonly used mathematical …
of benefits compared to terrestrial counterparts. One of the commonly used mathematical …
[图书][B] Mobility management in LTE networks
A Karandikar, N Akhtar, M Mehta, A Karandikar… - 2017 - Springer
To provide ubiquitous coverage, it is essential to ensure that cellular users are able to
access the service as they move across the network coverage area. While the LTE radio …
access the service as they move across the network coverage area. While the LTE radio …
Semi-supervised deep learning-based methods for indoor outdoor detection
Detecting whether a mobile user is indoor or outdoor is an important issue which
significantly impacts user behavior contextualization and mobile network resource …
significantly impacts user behavior contextualization and mobile network resource …
Deep learning based speed profiling for mobile users in 5G cellular networks
Future mobile networks promise to be more intelligent and to guarantee a better service for
users. This intelligence can be highly accentuated by cognition of mobile users' behavior …
users. This intelligence can be highly accentuated by cognition of mobile users' behavior …
Self-similarity in urban wireless networks: Hyperfractals
P Jacquet, D Popescu - … and Optimization in Mobile, Ad Hoc …, 2017 - ieeexplore.ieee.org
We introduce a model of Poisson patterns of fixed and mobile nodes on lines designed for
urban wireless networks. The pattern obeys to" Hyperfractal" rules of dimension larger than …
urban wireless networks. The pattern obeys to" Hyperfractal" rules of dimension larger than …
Information dissemination speed in delay tolerant urban vehicular networks in a hyperfractal setting
This paper studies the fundamental communication properties of urban vehicle networks by
exploiting the selfsimilarity and hierarchical organization of modern cities. We use an …
exploiting the selfsimilarity and hierarchical organization of modern cities. We use an …
Self-similar geometry for ad-hoc wireless networks: Hyperfractals
P Jacquet, D Popescu - … of Information: Third International Conference, GSI …, 2017 - Springer
In this work we study a Poisson patterns of fixed and mobile nodes distributed on straight
lines designed for 2D urban wireless networks. The particularity of the model is that, in …
lines designed for 2D urban wireless networks. The particularity of the model is that, in …
Multi-task deep learning based environment and mobility detection for user behavior modeling
Cognition of user behavior can be seen as an efficient tool for automation of future mobile
networks. As a matter of fact, it amplifies the intelligence of autonomic networks in a sense …
networks. As a matter of fact, it amplifies the intelligence of autonomic networks in a sense …
Improving User Environment Detection Using Context-aware Multi-Task Deep Learning in Mobile Networks
Cognition of user behavior can make future mobile networks more intelligent and flexible.
Knowledge about users' habits can be used to personalize services and intelligently …
Knowledge about users' habits can be used to personalize services and intelligently …