Essays about: "Microwave Link"

Showing result 1 - 5 of 19 essays containing the words Microwave Link.

  1. 1. Estimation of Parabolic Microwave Antenna Movements Using Sensor Fusion

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Nikhil Challa; [2023]
    Keywords : Technology and Engineering;

    Abstract : Wireless communication has seamlessly integrated itself into our daily lives, with Ericsson pioneering the development of comprehensive mobile ecosystems. As the demand for data traffic continues to surge, the enhancement of both cellular radio systems and backhaul infrastructure remains paramount. READ MORE

  3. 2. Data-driven configuration recommendation for microwave networks A comparison of machine learning approaches for the recommendation of configurations and the detection of configuration anomalies

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Simon Pütz; Simon Hallborn; [2020-11-06]
    Keywords : Configuration; Recommendation; Machine learning; Microwave network;

    Abstract : As mobile networks grow and the demand for faster connections and a better reachability increases, telecommunication providers are looking ahead to an increasing effort to maintain and plan their networks. It is therefore of interest to avoid manual maintenance and planning of mobile networks and look into possibilities to help automate such processes. READ MORE

  4. 3. Deep Learning for Anomaly Detection in Microwave Links : Challenges and Impact on Weather Classification

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

    Author : Olof Engström; [2020]
    Keywords : Anomaly Detection; Time Series; Forecasting; Weather Classification; Microwave Link; CNN; LSTM; Avvikelsedetektering; Tidsserier; Prognostisering; Väderklassificering; Mikrovågslänkar; faltningsnätverk; CNN; LSTM;

    Abstract : Artificial intelligence is receiving a great deal of attention in various fields of science and engineering due to its promising applications. In today’s society, weather classification models with high accuracy are of utmost importance. READ MORE

  5. 4. Multi-Class Imbalanced Learning for Time Series Problem : An Industrial Case Study

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Melanie Andersson; [2020]
    Keywords : Time Series; Imbalanced Learning; Weather Classification; Microwave Link; Multi-Class Classification;

    Abstract : Classification problems with multiple classes and imbalanced sample sizes present a new challenge than the binary classification problems. Methods have been proposed to handle imbalanced learning, however most of them are specifically designed for binary classification problems. READ MORE

  6. 5. Simulation-Based Stochastic Blockage Model for Millimeter-wave Communication

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

    Author : Mihret Getye Sidelel; [2020]
    Keywords : ;

    Abstract : Recently, the growing demand for high data rates in wireless communication, together with the scarcity of spectrum in existing microwave bands, has motivated the use of millimeter-wave (mmWave) bands for 5G and future wireless communications. Even though mmWaves are potential candidates for fulfilling this rising demand, they come along with their own drawbacks that need to be addressed. READ MORE