Essays about: "energy efficiency in cellular mobile"

Showing result 1 - 5 of 13 essays containing the words energy efficiency in cellular mobile.

  1. 1. Mobile Traffic Classification and Multi-Cell Base Station Control for Energy-Efficient 5G Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Cai Tianzhang; [2023]
    Keywords : ;

    Abstract : The global energy consumption of mobile networks is rapidly increasing due to the exponential growth of mobile network traffic. The advent of next-generation cellular technologies such as fifth-generation (5G) and beyond promises higher network throughput and lower latency but also demands higher power consumption for its denser base station (BS) deployment and more energy-intensive processors. READ MORE

  2. 2. Access Point Selection and Clustering Methods with Minimal Switching for Green Cell-Free Massive MIMO Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Qinglong He; [2022]
    Keywords : Cell-free massive MIMO; multi-objective optimization; deep reinforcement learning; AP switch ON OFF; energy efficiency; Cellfri massiv MIMO; multiobjektiv optimering; djup förstärkningsinlärning; AP switch ON OFF; energieffektivitet;

    Abstract : As a novel beyond fifth-generation (5G) concept, cell-free massive MIMO (multiple-input multiple-output) recently has become a promising physical-layer technology where an enormous number of distributed access points (APs), coordinated by a central processing unit (CPU), cooperate to coherently serve a large number of user equipments (UEs) in the same time/frequency resource. However, denser AP deployment in cell-free networks as well as an exponentially growing number of mobile UEs lead to higher power consumption. READ MORE

  3. 3. Time to Next Flow Classification in Mobile Networks with Federated Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Alex Knight-Williams; [2020]
    Keywords : ;

    Abstract : Understanding traffic dynamics and user demand in a cellular network is essential for effective resource management, which in turn improves the network’s energy and cost efficiency. This thesis focuses on the task of classifying the time until the arrival of the next flow at a user level in a real network traffic data set. READ MORE

  4. 4. Comparison of energy efficiency between macro and micro cells using energy saving schemes.

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Koustubh Sharma; [2017]
    Keywords : Hetnets; Energy Efficiency; EARTH Power Model; Macro cells; Micro cells; LTE; 5G; Heterogeneous Networks; Energy Saving Schemes.; Technology and Engineering;

    Abstract : With the rapid development of Information and Communication Technology (ICT) industry the demand for power has also increased. ICT tends to play a significant role in global greenhouse gas emissions. It was responsible for 10% of world’s total energy consumption in 2010 and is doubling in every 10 years [1]. READ MORE

  5. 5. Optimizing Communication Energy Efficiency for a Multimedia Application

    University essay from Linköpings universitet/Programvara och system

    Author : Jens Green Olander; [2016]
    Keywords : 3G; energy consumption; energy efficiency; traffic patterns; software testing; test automation; Spotify;

    Abstract : Mobile devices have evolved rapidly in recent years and increased usage and performance are pushing contemporary battery technology to its limits. The constrained battery resources mean that the importance of energy-efficient application design is growing and in this regard wireless network accesses are a major contributor to a mobile device's overall energy consumption. READ MORE