Essays about: "Quantization Step"

Showing result 1 - 5 of 15 essays containing the words Quantization Step.

  1. 1. Detecting Distracted Drivers using a Federated Computer Vision Model : With the Help of Federated Learning

    University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

    Author : Joel Viggesjöö; [2023]
    Keywords : Machine Learning; Federated Learning; Computer Vision;

    Abstract : En av de vanligaste distraktionerna under bilkörning är utförandet av aktiviteter som avlägsnar förarens fokus från vägen, exempelvis användandet av en telefon för att skicka meddelanden. Det finns många olika sätt att hantera dessa problem, varav en teknik är att använda maskininlärning för att identifiera och notifiera distraherade bilförare. READ MORE

  3. 2. Methods for Developing TinyConvolutional Neural Networksfor Deployment on EmbeddedSystems

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Egemen Yiğit Kömürcü; [2023]
    Keywords : ;

    Abstract : With the recent development in the Deep Learning area, computationally heavy tasks like object detection in images have become easier to compute and take less time to execute with powerful GPUs. Also, when employing sufficiently larger models, these daily tasks are predicted with greater accuracy. READ MORE

  4. 3. Design of a grating lobe mitigated antenna array architecture integrated with low loss PCB filtering structures

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

    Author : Eduardo Salvador Lopez; [2023]
    Keywords : Band-pass filters; Beam forming networks; Irregular subarrays; Particle Swarm Optimization; PCB; Penrose tessellation; Planar phased arrays; Quantization lobes; Scanning; Suspended stripline; Bandpassfilter; lobformning; matningsnätverk; Irreguljära gruppantenner; Particle Swarm Optimization; PCB; Penrose tessellation; Plana fasade gruppantenner; sidlober; Utstyrningsvinkel; Suspended stripline;

    Abstract : Massive multiple input multiple output - MIMO systems are a reality and modern communication systems rely upon this technology to cope with the increasing need for capacity and network usage. Antenna arrays are at the heart of the of the massive-MIMO system and are the enabling technology. READ MORE

  5. 4. System Identification of continuous-time systems with quantized output data using indirect inference

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

    Author : Frida Persson; [2021]
    Keywords : System Identification; Indirect Inference; Continuous-Time Systems; Identification of Non- Linear systems; Hammerstein system.; Systemidentifiering; Tidskontinuerliga system; Icke-linjära system; Hammerstein system.;

    Abstract : Continuous-time system identification is an important subject with applications within many fields. Many physical processes are continuous in time. Therefore, when identifying a continuous-time model, we can use our insight into the system to decide the system structure and have a direct interpretation of the parameters. READ MORE

  6. 5. 3D Imaging Using Photon Counting Lidar on a Moving Platform

    University essay from Linköpings universitet/Reglerteknik

    Author : Joakim Ekström; [2018]
    Keywords : SLAM; Lidar; ICP;

    Abstract : The problem of constructing high quality point clouds based on measurements from a moving and rotating single-photon counting lidar is considered in this report. The movement is along a straight rail while the lidar sensor rotates side to side. The point clouds are constructed in three steps, which are all studied in this master’s thesis. READ MORE