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Research Topic : BELIEF NETWORK
Field of Research : Optimisation
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Optimisation (4)
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  • Funded Activity

    Discovery Projects - Grant ID: DP0988137

    Funder
    Australian Research Council
    Funding Amount
    $240,000.00
    Summary
    Driving Large Scale Live Internet Broadcasting of Streaming Video. Recent experience of Internet service providers has seen a booming market demand for live Internet broadcasting services. Live broadcasting of high-profile events, such as the Live Earth concerts in July 2007 by MSN, has drawn a global audience of the order of millions of viewers across the Internet. The technology developed in this project will drastically reduce Internet bandwidth consumption for provisioning such large-scale I .... Driving Large Scale Live Internet Broadcasting of Streaming Video. Recent experience of Internet service providers has seen a booming market demand for live Internet broadcasting services. Live broadcasting of high-profile events, such as the Live Earth concerts in July 2007 by MSN, has drawn a global audience of the order of millions of viewers across the Internet. The technology developed in this project will drastically reduce Internet bandwidth consumption for provisioning such large-scale Internet broadcasting services while meeting user satisfaction with guaranteed Quality of Service. It is crucial for Australia to invest in this frontier technology since Australian service providers rely on expensive Internet infrastructure to communicate with major data hubs in other continents.
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    Funded Activity

    Discovery Projects - Grant ID: DP0451111

    Funder
    Australian Research Council
    Funding Amount
    $291,000.00
    Summary
    Optimum Multi-rate Filter Bank Design for Speech Enhancement and Communication Systems. Multi-rate signal processing is gaining more and more importance in signal processing applications such as echo cancellation, microphone arrays, speech enhancement and equalisation. This project is aimed at obtaining high performance and high efficiency multi-rate processing designs by developing appropriate problem formulations based on solid mathematical foundations so that powerful optimisation techniques .... Optimum Multi-rate Filter Bank Design for Speech Enhancement and Communication Systems. Multi-rate signal processing is gaining more and more importance in signal processing applications such as echo cancellation, microphone arrays, speech enhancement and equalisation. This project is aimed at obtaining high performance and high efficiency multi-rate processing designs by developing appropriate problem formulations based on solid mathematical foundations so that powerful optimisation techniques can be applied. The developed multi-rate systems will result in low complexity and low power hardware implementations without significant compromise in performance in each application. Size and cost sensitive of communication devices such as personal data assistants, mobile telephones, hands-free devices, and laptops will benefit greatly from the outcome of the project.
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    Funded Activity

    Discovery Projects - Grant ID: DP0449434

    Funder
    Australian Research Council
    Funding Amount
    $993,000.00
    Summary
    A framework for optimisation and concurrent design in photonics. This project will develop a concurrent engineering framework for the design and optimisation of photonic devices, specifically microstructured fibres and Bragg gratings. Novel fibre designs and pulse manipulation grating designs for the telecommunications, automotive and sensing sectors will be developed. New algorithms for the analysis of perturbations and imperfections arising from manufacturing processes will be incorporated int .... A framework for optimisation and concurrent design in photonics. This project will develop a concurrent engineering framework for the design and optimisation of photonic devices, specifically microstructured fibres and Bragg gratings. Novel fibre designs and pulse manipulation grating designs for the telecommunications, automotive and sensing sectors will be developed. New algorithms for the analysis of perturbations and imperfections arising from manufacturing processes will be incorporated into an integrated optimisation framework that uses evolutionary algorithms. Neural networks will be trained to learn the underlying relationships between structural design parameters and device performance parameters. The new concurrent engineering framework will also identify the critical points in fabrication technologies impeding further progress.
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    Funded Activity

    Discovery Projects - Grant ID: DP0449469

    Funder
    Australian Research Council
    Funding Amount
    $257,466.00
    Summary
    Ring constructions and algorithms for enhancing performance of BCH codes. BCH codes form a major class of codes used in modern communication systems. The aim of this project is to enhance the efficiency of this class of codes by combining them in constructions enabling correction of deletion and insertion errors, and develop efficient implementations of encoding and decoding algorithms incorporating soft decision methods for enhanced error correction. Significance of the project is explained by .... Ring constructions and algorithms for enhancing performance of BCH codes. BCH codes form a major class of codes used in modern communication systems. The aim of this project is to enhance the efficiency of this class of codes by combining them in constructions enabling correction of deletion and insertion errors, and develop efficient implementations of encoding and decoding algorithms incorporating soft decision methods for enhanced error correction. Significance of the project is explained by the role of fast, secure and reliable communications in modern information and communication technology. Expected outcomes include new efficient algorithms and commercial modules available for symbolic computation systems with applications in telecommunications industry.
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