Essays about: "noise robustness"

Showing result 1 - 5 of 66 essays containing the words noise robustness.

  1. 1. Deep Learning for Deep Water: Robust classification of ship wakes with expert in the loop

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Igor RYAZANOV; [2020-10-06]
    Keywords : machine learning; deep learning; pattern recognition; acoustic data analysis; shipping data; data augmentation; noise robustness; classification with data imbalance; expert-in-the-loop framework;

    Abstract : This work examines the applicability of the deep learning models to pattern recognitionin acoustic ocean data. The features of the dataset include noise, data scarcityand the lack of labeled samples. A deep learning model is proposed for the task ofautomatic wake detection. READ MORE

  2. 2. Ring amplifiers for high speed pipeline assisted SAR ADCs

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Johan Holmstedt; [2020]
    Keywords : ADC SAR RAMP ring amp residue amplifier PVT; Technology and Engineering;

    Abstract : This thesis contains a review of published ring amplifier topologies. It is suggested to split the input stage of the ring amplifier into two. In this way, a robust ring amplifier can be designed without stacking the transistors in the second stage of the ring amplifier, boosting its speed properties. READ MORE

  3. 3. Sound ranging using multilateration and Kalman filter

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Tobias Samuelsson; [2020]
    Keywords : Technology and Engineering;

    Abstract : Sound ranging is a method to locate sources of sound waves using microphones or other types of receivers at known reference positions. Nowadays, these receivers can be made both very small and powerful, lasting for a long time on a single battery charge, making them suitable for longtime outdoor purposes such as detecting artillery fire or other loud sounds. READ MORE

  4. 4. Noise Robustness of Convolutional Autoencoders and Neural Networks for LPI Radar Classification

    University essay from KTH/Matematisk statistik

    Author : Gustav Norén; [2020]
    Keywords : LPI radar; CNN; autoencoder; noise robustness; denoising; LPI radar; CNN; autoencoder; brustålighet; avbrusning;

    Abstract : This study evaluates noise robustness of convolutional autoencoders and neural networks for classification of Low Probability of Intercept (LPI) radar modulation type. Specifically, a number of different neural network architectures are tested in four different synthetic noise environments. READ MORE

  5. 5. Problem prevention using the DCOV approach : A case study on a camera monitoring system at Volvo Cars

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik och samhälle; Luleå tekniska universitet/Institutionen för ekonomi, teknik och samhälle

    Author : Carl Larsson; Martin Magnusson; [2019]
    Keywords : DCOV; Camera Monitoring System; Customer Satisfaction; Robust Design;

    Abstract : The Swedish car manufacturer, Volvo Cars, are a pioneer in the automotive industry regarding vehicle safety. Ever since they invented the three-point seat belt, the safety aspect has been their main priority. Today, a car is equipped with new technology and is highly dependent on software solutions. READ MORE