Essays about: "digital signal processing DSP"

Showing result 6 - 10 of 54 essays containing the words digital signal processing DSP.

  1. 6. Evaluation of high-level synthesis tools for generation of Verilog code from MATLAB based environments

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Carl Bäck; [2020]
    Keywords : HLS; System Generator for DSP; Histogram; Xilinx Zynq UltraScale ; FPGA design workflow; Hardware Description Language Coder; HDL Coder; Field Programmable Gate Arrays; Image processing;

    Abstract : FPGAs are of interest in the signal processing domain as they provide the opportunity to run algorithms at very high speed. One possible use case is to sort incoming data in a measurement system, using e.g. a histogram method. READ MORE

  3. 7. A Hardware Accelerated Low Power DSP for Recurrent Neural Networks

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

    Author : Allan Andersen; Ilayda Yaman; [2020]
    Keywords : Digital Signal Processor; Hardware Accelerator; Machine Learning; Deep Learning; Recurrent Neural Networks; Gated Recurrent Unit; Technology and Engineering;

    Abstract : Recurrent neural networks (RNNs) have become a dominating player for processing of sequential data such as speech and audio. The reason for this, is the high accuracy that can be achieved with the more complex variants, such as the gated recurrent unit (GRU). READ MORE

  4. 8. Squeezing and Accelerating Neural Networks on Resource Constrained Hardware for Real Time Inference

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

    Author : Matteo Presutto; [2019]
    Keywords : Neural Networks; Quantization; DSP; Inference; neurala nätverk; kvantisering; DSP; inferens;

    Abstract : As the internet user base increases over the years, so do the logistic difficulties of handling higher and higher volumes of data. This large amount of information is now being exploited by Artificial Intelligence algorithms to deliver value to our society on a global scale. READ MORE

  5. 9. Design of a UAV-based radio receiver for avalanche beacon detection using software defined radio and signal processing

    University essay from Uppsala universitet/Signaler och System

    Author : Richard Hedlund; [2019]
    Keywords : Signal processing; Software Defined Radio; Avalanche; Beacon; Antenna; SDR; DSP; Signalbehandling; Mjuvarudefinierad Radio; Lavin; Lavinsändare; Antenn; SDR; DSP;

    Abstract : A fully functional proof of concept radio receiver for detecting avalanche beacons atthe frequency 457 kHz was constructed in the work of this master thesis. The radioreceiver is intended to be mounted on an unmanned aerial vehicle (UAV or drone)and used to aid the mountain rescue teams by reducing the rescue time in findingavalanche victims carrying a transmitting beacon. READ MORE

  6. 10. Rapid Estimation of Energy Consumption for Embedded Software

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

    Author : Benjamin Olayinka; [2019]
    Keywords : ;

    Abstract : Energy consumption is an important parameter very early in the design phase for embedded systems, especially battery powered systems. To obtain a cycle-accurate estimation of a program’s energy consumption, the program must be compiled and simulated on the target architecture, but this requires a hardware specification and complete code which may not be available early in the design phase. READ MORE