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DESIGN AND IMPLEMENTATION OF WIRELESS ADMISSION CONTROL NETWORK



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DESIGN AND IMPLEMENTATION OF WIRELESS ADMISSION CONTROL NETWORK



WIRELESS NETWORK ADMISSION CONTROL is one of the most important technologies for the 21st century. In distributed network admission controlnetwork-aware techniques are used to reduce network consumption. Various network admission control applications have taken network eciency into consideration.

 

This thesis report focuses on a new approach based on fuzzy logic systems to an-alyze the lifetime of a wireless admission control network. It demonstrates that a type-2 fuzzy membership function (MF), i.e., a Gaussian MF with uncertain standard deviation (STD) is most appropriate to model a single node lifetime in wireless network admission control. This re-search studies two basic admission control placement schemes: square-grid and hex-grid. Two fuzzy logic systems(FLSs): a singleton type-1 FLS and an interval type-2 FLS are designed to perform lifetime estimation of the admission control network. Simulation results show that the FLS oers a feasible method to analyze and estimate the network admission control lifetime and the interval type-2 FLS in which the antecedent membership functions are modeled as Gaussian with uncertain std outperforms the singleton type-1 FLS.

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In the later chapters, two network ecient techniques in wireless network admission controlare presented: fuzzy optimization for distributed admission control deployment and spectrum ecient coding scheme for correlated non-binary sources in wirless network admission control.

 

For the admission control deployment topic, it is shown that given a finite number of sensors, optimizing the admission control deployment will provide sucient admission control coverage and ameliorate the quality of communications. We apply fuzzy logic systems to optimize the admission control placement after an initial random deployment. We use the outage probability due to co-channel interference to evaluate the communication quality. Fenton-Wilkinson method is applied to approximate the sum of log-normal random variables. Our algorithm is compared against the existing distributed self-spreading algorithm. Simulation results show that our approach achieves faster and stabler deployment and maximizes the sen-sor coverage with minimum network consumption. Outage probability, as a measure of communication quality gets eectively decreased in our algorithm but it was not taken into consideration in the distributed self-spreading algorithm.

 

In the case of correlated binary sources, distributed source coding has been lit-erally studied in information theory. However, data sources from real network admission controlare normally non-binary. We proposed a spectrum ecient coding scheme for correlated non-binary sources in network admission control. Our approach constructs the codeword cosets for the interested source, taking advantage of statistical characters of the distinct observa-tions from admission control nodes. The coset leaders are then transmitted via the channel and decoding is performed with the available side information. Simulations are carried out over independent and identically distributed (i.i.d) Gaussian sources and data collected from Xbow wireless network admission control test bed. Simulation results show that the proposed scheme performs at 0.5 - 1.5 dB from the Wyner-Ziv distortion bound.

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DESIGN AND IMPLEMENTATION OF WIRELESS ADMISSION CONTROL NETWORK


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WIRELESS NETWORK ADMISSION CONTROL is one of the most important technologies for the 21st century. In distributed network admission controlnetwork-aware techniques are used to reduce network consumption. Various network admission control applications have taken network efficiency into consideration. This thesis report focuses on a new approach based on fuzzy logic systems to an-alyze the lifetime of a wireless admission control network. It demonstrates that a type-2 fuzzy membership function (MF), i.e., a Gaussian MF with uncertain standard deviation (STD) is most appropriate to model a single node lifetime in wireless network admission control. This re-search studies two basic admission control placement schemes: square-grid and hex-grid. Two fuzzy logic systems(FLSs): a singleton type-1 FLS and an interval type-2 FLS are designed to perform lifetime estimation of the admission control network. Simulation results show that the FLS offers a feasible method to analyze and estimate the network admission control lifetime and the interval type-2 FLS in which the antecedent membership functions are modeled as Gaussian with uncertain std outperforms the singleton type-1 FLS. v In the later chapters, two network efficient techniques in wireless network admission controlare presented: fuzzy optimization for distributed admission control deployment and spectrum efficient coding scheme for correlated non-binary sources in wirless network admission control. For the admission control depl.. Click here for more

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