Thursday, October 7, 2021

Phd thesis on gsm network

Phd thesis on gsm network

phd thesis on gsm network

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Multi-objective site selection and analysis for GSM cellular network planning -ORCA



Raisanen, Larry. Multi-objective site selection and analysis for GSM cellular network planning, phd thesis on gsm network. PhD Thesis, Cardiff University. Although considerable effort has been placed on developing techniques and algo rithms to create feasible cell plans, much less effort has been placed on understanding the relationship between variables and objectives. The purpose of this thesis is to improve the body of knowledge aimed at understanding the trade-offs and tensions in the selection of transmission sites and in the configuration of macro-cells for GSM and related FDMA wireless systems.


The work begins by using an abstract 2-dimensional 2D model for area coverage. A multiple objective optimisation framework is de veloped to optimise the sequential placement and configuration of downlink wireless cells. This is deployed using a range of evolutionary algorithms whose performance is compared.


The framework is further tuned via a decoding mechanisms using the best performing evolutionary algorithm. The relationship between primary variables in the 2D model is analysed in detail.


To improve realism, the thesis additionally addresses complexities relating to planning in 3-dimensional 3D environments. A detailed open source static model is developed and the optimisation framework is extended to accommodate the additional model complexities and choices in algorithm design are compared.


Finally, sensitivity analysis is performed to determine the relationship between objectives in the 3D model and benchmark solutions are provided. ORCA Online Research Cardiff. Home About ORCA Search Browse Latest Additions Policies Contact Us For Cardiff Authors User Area Login How to Add Research Your Research Thesis Copyright FAQ. PDF - Accepted Post-Print Version Download 14MB Abstract Although considerable effort phd thesis on gsm network been placed on developing techniques and algo rithms to create feasible cell plans, phd thesis on gsm network, much less effort has been placed on understanding the relationship between variables and objectives.


Download Statistics. Downloads Downloads per month over past year. Maintained by Cardiff University Information Services. PDF - Accepted Post-Print Version Download 14MB.




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phd thesis on gsm network

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