High Resolution Beacon-Based Proximity Detection for Dense Deployment - 2018


The emergence of Bluetooth low energy (BLE) beacons has promoted the development of proximity-primarily based service (PBS), which could be a context-aware application delivered subject to the Proximity of Interest (PoI). Most business applications use the sequential proximity detection with a fixed scanning mechanism to spot the target PoI. Such sequential execution, though is in a position to supply reliable detection, suffers severe performance degradation especially when the quantity of deployed beacons in the vicinity will increase. To understand the results of dense deployment, we have a tendency to conduct an empirical investigation and derive the statistical properties of both received signal strength (RSS) and signal inter-arrival time. In lightweight of the statistical insights, this Project proposes a high resolution proximity detection using an adaptive scanning mechanism fusion with a spontaneous Differential Evolution (AS+sDE). This novel approach allows the receiver to adapt its scanning length conditioned on the deployment density and build an nearly spontaneous detection in parallel with the scanning. The feasibility of the proposed approach is verified by both simulations and real-world implementations. For a density of = five beacons = m two , AS+sDE achieves a superior performance with a high accuracy rate, i.e., on average <; 1s is spent to guarantee at least ninety percent accuracy.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : Mining High Quality Patterns Using Multi-Objective Evolutionary Algorithm ABSTRACT: The term "pattern mining," or PM for short, refers to the process of extracting from data patterns that are of interest to users.
PROJECT TITLE : Pollution Severity Monitoring of High Voltage Transmission Line Insulators Using Wireless Device Based on Leakage Current Bursts ABSTRACT: In this article, a smart wireless online device for the monitoring of
PROJECT TITLE : Discretization Using Combination of Heuristics for High Accuracy with Huge Noise Reduction ABSTRACT: In the course of time, a number of discretization algorithms have been developed; however, the issue of how
PROJECT TITLE : Deep Tone Mapping Operator for High Dynamic Range Images ABSTRACT: The need for a rapid tone mapping operator (TMO) capable of adapting to a wide range of high dynamic range (HDR) content on low dynamic range (LDR)
PROJECT TITLE : High Quality Bayesian Pansharpening ABSTRACT: Fusion of low-resolution multispectral images with high resolution panchromatic images is known as pansharpening, and the result is a multi-spectral image with high

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry