Sökning: "Albin Larsson Forsberg"

Hittade 2 uppsatser innehållade orden Albin Larsson Forsberg.

  1. 1. Bayesian Off-policy Sim-to-Real Transfer for Antenna Tilt Optimization

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Albin Larsson Forsberg; [2021]
    Nyckelord :Simulation to Reality; Coverage and Capacity Optimization; Remote Electrical Tilt; Reinforcement Learning; Bayesian Optimization; Domain Randomization; Off- policy Estimation; Simulering till Verklighet; Täckning och Kapacitetsoptimering; Fjärrstyrning av Elektrisk Lutning; Förstärkningsinlärning; Bayesiansk Optimering; Domänrandomisering; Off- policyskattning;

    Sammanfattning : Choosing the correct angle of electrical tilt in a radio base station is essential when optimizing for coverage and capacity. A reinforcement learning agent can be trained to make this choice. If the training of the agent in the real world is restricted or even impossible, alternative methods can be used. LÄS MER

  3. 2. IoT Offensive Security Penetration Testing : Hacking a Smart Robot Vacuum Cleaner

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Albin Larsson Forsberg; Theodor Olsson; [2019]
    Nyckelord :IoT; Hacking; Robot Vacuum Cleaner; Threat Modeling; Personal Information; Privacy; Penetration Testing; Offensive Security;

    Sammanfattning : IoT devices can be found in almost any type of situation as the availability and viability of them has surged in the last decade with technological advancements. The purpose of this project is to investigate how secure these types of devices, in particular a robot vacuum cleaner, actually are if an ill intended actor tries to interfere with the device. LÄS MER