Essays about: "locally connected layer"

Found 5 essays containing the words locally connected layer.

  1. 1. Access Point Selection and Clustering Methods with Minimal Switching for Green Cell-Free Massive MIMO Networks

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

    Author : Qinglong He; [2022]
    Keywords : Cell-free massive MIMO; multi-objective optimization; deep reinforcement learning; AP switch ON OFF; energy efficiency; Cellfri massiv MIMO; multiobjektiv optimering; djup förstärkningsinlärning; AP switch ON OFF; energieffektivitet;

    Abstract : As a novel beyond fifth-generation (5G) concept, cell-free massive MIMO (multiple-input multiple-output) recently has become a promising physical-layer technology where an enormous number of distributed access points (APs), coordinated by a central processing unit (CPU), cooperate to coherently serve a large number of user equipments (UEs) in the same time/frequency resource. However, denser AP deployment in cell-free networks as well as an exponentially growing number of mobile UEs lead to higher power consumption. READ MORE

  2. 2. Soil carbon sequestration in Swedish semi-natural grasslands: An opportunity for climate mitigation and biodiversity conservation? : A literature study of soil carbon sequestration in relation to biodiversity

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Anna-Sofia Hellsten; [2022]
    Keywords : Soil carbon sequestration; semi-natural grassland; climate; biodiversity; Kolinlagring i jord; naturbetesmark; klimat; biologisk mångfald;

    Abstract : The urgent issue with a changing climate has shed a light on the agricultural system and related climate mitigatory opportunities. One natural climate solution that has reached a lot of attention during the later years is carbon sequestrations in soils. READ MORE

  3. 3. An approach of Bluetooth performance evaluation in an Android automotive setting

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

    Author : Adam Barvesten; Ola Olde; [2022]
    Keywords : Android Automotive; Car; Bluetooth; Bluetooth Performance; Infotainment; In-car system; Android; Automotive; PBAP; MAP; A2DP; AVRCP; Phone Book; Connection times; Bluetooth Profiles; Technology and Engineering;

    Abstract : In recent years cars are becoming more and more connected and it has become commonplace to connect one’s phone to the car interface, allowing streaming of music, making calls and sending messages. The primary technology used for connection is Bluetooth, a short-ranged wireless communication technology that has been around since 1999 and improved and expanded upon ever since. READ MORE

  4. 4. Noise Reduction in Flash X-ray Imaging Using Deep Learning

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Tobias Sundman; [2018]
    Keywords : flash x-ray imaging; machine learning; deep learning; neural network; locally connected layer; autoencoder; LCLS; GPU; tensorflow; python; U-Net; free electron laser; selu; scaled exponential linear unit; diffraction; simulation; residual; concatenation;

    Abstract : Recent improvements in deep learning architectures, combined with the strength of modern computing hardware such as graphics processing units, has lead to significant results in the field of image analysis. In this thesis work, locally connected architectures are employed to reduce noise in flash X-ray diffraction images. READ MORE

  5. 5. Natural, local and sustainable : an analysis of how dairies communicate their environmental work to consumers

    University essay from SLU/Dept. of Urban and Rural Development

    Author : Kristina Bertilsson; [2011]
    Keywords : communication; consumer; dairy; discourse analysis; environment; Arla; Milko; Norrmejerier; Skånemejerier;

    Abstract : It has become more and more important for companies to market the environmental work, in order to attract consumers. Since, the interest among consumers has increased regarding sustainability issues connected to companies’ brand images.For the analysis, four dairies were chosen: Arla, Milko, Norrmejerier and Skånemejerier. READ MORE