Essays about: "Iot with machinelearning"

Showing result 1 - 5 of 6 essays containing the words Iot with machinelearning.

  1. 1. LP_MQTT - A Low-Power IoT Messaging Protocol Based on MQTT Standard

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Anchu Antony; Deepthi Myladi Kelambath; [2024]
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    Abstract : In the Internet of Things (IoT) era, the MQTT Protocol played a bigpart in increasing the flow of uninterrupted communication betweenconnected devices. With its functioning being on the publish/subscribe messaging system and having a central broker framework, MQTTconsidering its lightweight functionality, played a very vital role inIoT connectivity. READ MORE

  3. 2. Observability in Machine Learning based Intrusion Detection Systems for RPL-based IoT

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Malin Strand; [2023]
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    Abstract : As IoT devices become more and more present in our daily lives, security in IoT networks has become a major concern. A promising approach for detecting attacks is the use of machine learning based Intrusion Detection Systems (IDSs). The attack studied in this thesis is the blackhole attack, an attack causing parts of the network to disconnect. READ MORE

  4. 3. Water Anomaly Detection Using Federated Machine Learning

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

    Author : Melker Wallén; Mauricio Böckin; [2021]
    Keywords : Federated learning; neural network; anomaly detection; water monitoring; long short-term memory;

    Abstract : With the rapid increase of Internet of Things-devices(IoT), demand for new machine learning algorithms and modelshas risen. The focus of this project is implementing a federatedlearning (FL) algorithm to detect anomalies in measurementsmade by a water monitoring IoT-sensor. READ MORE

  5. 4. Foot Gesture Interface for LoRa Emergency Systems

    University essay from KTH/Hälsoinformatik och logistik

    Author : Armando Kwiek; Rayén Bel Haj Hassen; [2020]
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    Abstract : Abstract A prototype for a smart shoe has been developed at the Royal Institute ofTechnology. It consisted of an Internet of Things (IoT) device which was builtand integrated with a radio module to wirelessly transmit packets. READ MORE

  6. 5. Machine Learning for Enabling ActiveMeasurements in IoT Environments

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

    Author : Wenqing Yan; [2018]
    Keywords : ;

    Abstract : With the explosion of Internet of Things (IoT) technology, network operators tryto provide more and more new services related to IoT. For traditional services,operators are accustomed to using IP-layer active measurements for assessingend-to-end network performance to ensure the quality of service (QoS). READ MORE