Essays about: "internet bandwidth optimization"

Showing result 1 - 5 of 14 essays containing the words internet bandwidth optimization.

  1. 1. A Study on Efficient Memory Utilization in Machine Learning and Memory Intensive Systems

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

    Author : Jones Emmanuel; [2021]
    Keywords : Memory; Machine Learning; Hardware accelerator; Power; PULPissimo; Technology and Engineering;

    Abstract : As neural networks find more and more practical applications targeted for edge devices, the implementation of energy-efficient architectures is becoming very crucial. Despite the advancements in process technology, power and performance of memories remain to be a bottleneck for most computing platforms. READ MORE

  3. 2. Implementation of a Deep Learning Inference Accelerator on the FPGA.

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

    Author : Shenbagaraman Ramakrishnan; [2020]
    Keywords : Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Deep Learning Accelerators; NVDLA; FPGA; Technology and Engineering;

    Abstract : Today, Artificial Intelligence is one of the most important technologies, ubiquitous in our daily lives. Deep Neural Networks (DNN's) have come up as state of art for various machine intelligence applications such as object detection, image classification, face recognition and performs myriad of activities with exceptional prediction accuracy. READ MORE

  4. 3. Machine Learning Based Modulation and Coding Scheme Selection

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

    Author : Michel Chamat; Bersi Dimitrios Kodra; [2019]
    Keywords : Machine Learning; ML; Modulation and Coding Scheme; MCS; Scheduler; Scheduling; Technology and Engineering;

    Abstract : In wireless communication, resources like bandwidth and energy are scarce and extremely valuable, any system should serve as many users as possible while preserving high Quality of Service (QoS) for the best user experience. Accordingly, the Base Station (BS) has the responsibility to optimally schedule its resources to the users based on the available information. READ MORE

  5. 4. Phase Locked Loops in Fully Integrated NB-IoT Transceivers

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

    Author : Adam Waks; [2018]
    Keywords : Phase locked loops; Narrow Band Internet of Things; Frequency pulling; Balun; Inductor; Technology and Engineering;

    Abstract : This thesis investigates how to fulfill the Narrow Band - Internet of Things (NB-IoT) specification for a fully integrated transceiver in the phase locked loop's (PLL) perspective. Designing a fully integrated transceiver, integrating a power amplifier (PA) is challenging as it leads to frequency pulling of the voltage controlled oscillator (VCO) in the PLL, deteriorating the performance. READ MORE

  6. 5. BATTERY SENSORY DATA COMPRESSION FOR ULTRANARROW BANDWIDTH IOT PROTOCOLS

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Loncar Loncar; Ahmed Karic; [2018]
    Keywords : ;

    Abstract : Internet of Things (IoT) communication technology is an essential parameter in modern embedded systems. Demand for data throughput drastically increases, as well as the request for transmission over considerable distance. READ MORE