Essays about: "Mobile edge computing"

Showing result 1 - 5 of 21 essays containing the words Mobile edge computing.

  1. 1. Probabilistic Multi-Modal Data Fusion and Precision Coordination for Autonomous Mobile Systems Navigation : A Predictive and Collaborative Approach to Visual-Inertial Odometry in Distributed Sensor Networks using Edge Nodes

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

    Author : Isabella Luppi; [2023]
    Keywords : Distributed Sensor Networks; Point Cloud Processing; Bounding Box Fitting; Trajectory Tracking; Distributed Estimation; Predictive Estimation; Edge-Computing; Reti di Sensori Distribuiti; Elaborazione di Nuvole di Punti; Riquadri di Delimitazione; Tracciamento della Traiettoria; Stima Distribuita; Stima Predittiva; Calcolo Distribuito.; Distribuerade Sensornätverk; Bearbetning av Punktmoln; Anpassning av Begränsningsruta; Trajektorieuppföljning; Distribuerad Uppskattning; Prediktiv Uppskattning; Edge-datorbehandling;

    Abstract : This research proposes a novel approach for improving autonomous mobile system navigation in dynamic and potentially occluded environments. The research introduces a tracking framework that combines data from stationary sensing units and on-board sensors, addressing challenges of computational efficiency, reliability, and scalability. READ MORE

  3. 2. Energy Consumption Trade-Offs Of Computating Offloading in 5G Networks

    University essay from Umeå universitet/Institutionen för fysik

    Author : Otto Nilsson; [2023]
    Keywords : ;

    Abstract : The launch of the 5th Generation (5G) mobile network allows for wireless communication at increased throughput rates and reduced latency compared to its predecessors and has opened for new possibilities in terms of computation offloading where demanding processes can be referred to powerful servers.User equipment (UE), i.e. READ MORE

  4. 3. Edge Compute Offloading Strategies using Heuristic and Reinforcement Learning Techniques.

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

    Author : Chrysoula Dikonimaki; [2023]
    Keywords : Computation offloading; Edge Computing; Heuristics; Multi-armed bandit; Beräkningsavlastning; Heuristics; Kantberäkning; Flerarmad bandit-algoritm;

    Abstract : The emergence of 5G alongside the distributed computing paradigm called Edge computing has prompted a tremendous change in the industry through the opportunity for reducing network latency and energy consumption and providing scalability. Edge computing extends the capabilities of users’ resource-constrained devices by placing data centers at the edge of the network. READ MORE

  5. 4. Constraint based network communications in a virtual environment of a proprietary hardware

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Saaish Bhonagiri; Soumith Kumar Mudugonda; [2022]
    Keywords : Network communication; SR-IOV; OVS DPDK; MPI; OpenStack; Kubernetes;

    Abstract : The specialized hardware remains a key component of the mobile networks, but at the same time, the telecom industry is adapting a vision of a fully programable distributed end-to-end network with cloud style management and Software-Defined Networking. In the specialized hardware programmable network, it will be possible to place workloads across abstracted compute and networking infrastructure. READ MORE

  6. 5. Evaluating PQPM for Usage in Combination with Continuous LOD in VR

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Oskar Nyström; [2022]
    Keywords : Level-of-Detail; Quality Metric; Visual Quality Evaluation; Virtual Reality; Pixel Quality Per Meter; Level-of-Detail; Kvalitetsmått; Evaluering av Visuell Kvalitet; Virtual Reality; Pixel Quality Per Meter;

    Abstract : The use of Virtual Reality (VR) is growing in commercial use, one type of VR headset, called mobile stand-alone system has limited resources for computing and memory. Because of this, when developing real-time applications for this type of VR headset, performance needs to be heavily considered. READ MORE