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Journal ArticleDOI

On predicting in-building WiFi coverage with a fast discrete approach

TLDR
The straight lines of MR-FDPF are presented and the conditions for efficient in-building coverage prediction at 2.4 GHz are detailed and an automatic calibration process is claimed to improve the fit between predictions and measurements.
Abstract
A new approach for predicting coverage of wireless LAN at 2.4 GHz is presented. Coverage prediction is one of the core parts of indoor wireless LAN planning tools. The main concern it has to deal with is providing a good trade-off between prediction accuracy and computational load. Usual approaches belong to either empirical or deterministic methods. A new perspective has recently been offered that exploits a discrete formalism based on the TLM formulation. It is referred to as Multi-Resolution Frequency Domain ParFlow (MR-FDPF). While ray-tracing handles computational load by restricting the number of considered paths, the proposed approach acts by adapting the spatial resolution. This paper presents the straight lines of MR-FDPF and details the conditions for efficient in-building coverage prediction at 2.4 GHz. In a second part this paper tackles the calibration problem and claims for an automatic calibration process to improve the fit between predictions and measurements. A couple of experiments are presented.

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Citations
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Journal ArticleDOI

Body Shadowing and Furniture Effects for Accuracy Improvement of Indoor Wave Propagation Models

TL;DR: A new indoor large scale path loss empirical model is presented that integrates additional suggestions recommended by electromagnetic techniques such as body shadowing and furniture effects and compares the “neural model” predictions with measurements.

Intelligent ray launching algorithm for indoor scenarios

TL;DR: The indoor IRLA (Intelligent Ray Launching Algorithm), which originates from an efficient outdoor propagation prediction model, is described, which is suitable for indoor wireless network planning and optimization process.
Journal ArticleDOI

A Multi-wall and Multi-frequency Indoor Path Loss Prediction Model Using Artificial Neural Networks

TL;DR: The new model is inspired from multi-wall one and will be available for the most used system bands, such as GSM, UMTS and WiFi and is trained with measured data using a back-propagation learning algorithm.
Book ChapterDOI

Radio Channel Modeling for 4G Networks

TL;DR: The COST 2100 model is presented, starting from a single-link implementation based on the COST 273 model, to propose an updated version of the model including enhancements such as diffuse and cross-polar components, as well as multi-link aspects.
Journal ArticleDOI

Mono- and multiobjective formulations for the indoor wireless LAN planning problem

TL;DR: The difficulty of planning such wireless networks for indoor environments is highlighted, with a description of previously proposed planning strategies and the benefit of the MO search strategy that offers several alternative solutions to the radio engineer.
References
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Book

Optimization-Theory and Applications

TL;DR: Theoretical Equivalence of Mayer, Lagrange, and Bolza Problems of Optimal Control, and the Necessary Conditions and Sufficient Conditions Convexity and Lower Semicontinuity.
Journal ArticleDOI

Lipschitzian optimization without the Lipschitz constant

TL;DR: In this article, the Lipschitz constant is viewed as a weighting parameter that indicates how much emphasis to place on global versus local search, which accounts for the fast convergence of the new algorithm on the test functions.
Journal ArticleDOI

Models and solutions for radio irregularity in wireless sensor networks

TL;DR: This model is the first to bridge the discrepancy between the spherical radio models used by simulators and the physical reality of radio signals, and shows that radio irregularity has a relatively larger impact on the routing layer than the MAC layer, and makes it harder to maintain communication connectivity in topology control.
Journal ArticleDOI

Ray tracing as a design tool for radio networks

J.W. McKown, +1 more
- 01 Nov 1991 - 
TL;DR: In this paper, an image-based, dual-grid, scalar, coherent, ray tracing programs generate maps, (two-dimensional slices) of three-dimensional standing wave patterns for continuous wave illumination.
Journal ArticleDOI

Modern approaches in modeling of mobile radio systems propagation environment

TL;DR: A review of popular propagation models for wireless communication channels is given, and macrocell, microcell, and indoor prediction methods are considered separately.
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