Essays about: "types of telecommunication"

Showing result 1 - 5 of 30 essays containing the words types of telecommunication.

  1. 1. A supervised learning approach for transport mode detection using GPS tracking data

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Stepan Ivanov; Stefanos Sakellariou; [2022]
    Keywords : Transport mode detection; GPS data; Machine learning; Supervised learning; Segmentation; Random forest;

    Abstract : The fast development in telecommunication is producing a huge amount of data related to how people move and behave over time. Nowadays, travel data are mainly collected through Global Positioning Systems (GPS) and can be used to identify human mobility patterns and travel behaviors. READ MORE

  3. 2. Fuzzing Radio Resource Control messages in 5G and LTE systems : To test telecommunication systems with ASN.1 grammar rules based adaptive fuzzer

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

    Author : Srinath Potnuru; [2021]
    Keywords : RRC; 5G NR; robustness testing; fuzzing; ASN.1; network protocol testing; vulnerability detection; software security; RRC; 5G NR; robusthetstest; fuzzing; ASN.1; nätverksprotokolltestning; sårbarhetsdetektering; mjukvarusäkerhet;

    Abstract : 5G telecommunication systems must be ultra-reliable to meet the needs of the next evolution in communication. The systems deployed must be thoroughly tested and must conform to their standards. Software and network protocols are commonly tested with techniques like fuzzing, penetration testing, code review, conformance testing. READ MORE

  4. 3. Time-series Generative Adversarial Networks for Telecommunications Data Augmentation

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

    Author : Hamid Dimyati; [2021]
    Keywords : Telecommunication; Time- series Forecasting; Data Augmentation; Generative Adversarial Networks; Telekommunikation; Prognoser för Tidsserier; Dataförstoring; Generative Adversarial Networks;

    Abstract : Time- series Generative Adversarial Networks (TimeGAN) is proposed to overcome the GAN model’s insufficiency in producing synthetic samples that inherit the predictive ability of the original timeseries data. TimeGAN combines the unsupervised adversarial loss in the GAN framework with a supervised loss adopted from an autoregressive model. READ MORE

  5. 4. A simulation-based approach to test the performance of large-scale real time software systems

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Muhammad Waqas; [2020]
    Keywords : Simulation; Machine Learning; Dynamic Modeling; Performance testing of real time systems; Capacity Planning; Simulering; maskininlärning; dynamisk modellering; prestandatestning av realtidssystem; kapacitetsplanering;

    Abstract : Background: A real-time system operates with time constraints, and its correctness depends upon the time on which results are generated. Different industries use different types of real-time systems such as telecommunication, air traffic control systems, generation of power, and spacecraft system. READ MORE

  6. 5. Moving beyond connecting things : What are the factors telecommunication service providers need to consider when developing a Data-as-a-Service offering?

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : SHERVIN GOHARI MOGHADAM; THOR ÅHLGREN; [2020]
    Keywords : Internet of Things; Data-as-a-Service; Telecommunication; SIM-Fleet Management; Big Data.; Internet of Things; Data-as-a-Service; Telekommunikation; SIM-Fleet Management; Big Data;

    Abstract : The Internet of Things and connected devices has been getting more and more recognition in multiple industries the last few years. At the same time, the gathering of data is withholding a more central role for both companies and civilians. READ MORE