Essays about: "Mobile traffic prediction."

Showing result 6 - 10 of 14 essays containing the words Mobile traffic prediction..

  1. 6. Cross-Layer Congestion Control with Deep Neural Network in Cellular Network

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

    Author : Shimin Huang; [2019]
    Keywords : Congestion Control; Cellular Networks; Cross-Layer; Neural Networks; Trängselkontroll; Mobilnät; Tvärgående Lager; Neuronnät;

    Abstract : A significant fraction of data traffic is transmitted via cellular networks. When introducing fifth-generation (5G) radio access technology, the maximum bitrate of the radio link increases significantly, and the delay is lowered. READ MORE

  3. 7. Customer Churn Predictive Heuristics from Operator and Users' Perspective

    University essay from Blekinge Tekniska Högskola/Institutionen för kommunikationssystem

    Author : CHANDIRI MOUNIKA REDDY; [2016]
    Keywords : Churn Prediction; Data mining; Telecommunication;

    Abstract : Telecommunication organizations are confronting in expanding client administration weight as they launch various user-desired services. Conveying poor client encounters puts client connections and incomes at danger. One of the metrics used by telecommunications companies to determine their relationship with customers is “Churn”. READ MORE

  4. 8. Implementing Linear Predictive Coding based on a statistical model for LTE fronthaul

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

    Author : Ghassan Nakkoul; Mohammad Shohag Hassan Kaikobad; [2016]
    Keywords : Entropy; LTE fronthaul; RRH; BBU; C-RAN; Quantization; LTE downlink; Cyclic prefix; LPC; EVM; OFDM; Linear predicting coding; LTE; Technology and Engineering;

    Abstract : This thesis studies the application of Linear Predictive coding (LPC) in the downlink of Long Term Evolution (LTE) fronthaul, which comprises of BBU and RRH. This can act as an additional module in the existing system. Today, the transmission of a single complex sample from the BBU to the RRH consumes 30 bits. READ MORE

  5. 9. Traffic Burst Prediction in Radio Access Network with Machine Learning

    University essay from KTH/Skolan för elektro- och systemteknik (EES)

    Author : Jing Jin; [2016]
    Keywords : ;

    Abstract : Motivated by the expansion of mobile data traffic, there is an increasingdemand for better allocation of radio resources in the radio access network(RAN). Recently, interest has shifted towards predictive resource allocationtechniques, which would enable a more intelligent RAN. READ MORE

  6. 10. Calibration of fundamental diagrams for travel time predictions based on the cell transmission model

    University essay from Linköpings universitet/Kommunikations- och transportsystem; Linköpings universitet/Tekniska högskolan

    Author : Christoph Seybold; [2015]
    Keywords : Cell transmission model CTM ; Fundamental diagrams; Calibration; Dynamic sources; Dynamic sinks; Split ratios;

    Abstract : Road traffic increases constantly and the negative consequences in the form of traffic jams can be realized especially in urban areas. In order to provide real time traffic information to road users and traffic managers, accurate computer models gain relevance. READ MORE