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 :High Voltage Gain Interleaved Boost Converter with Neural Network Based MPPT Controller for Fuel Cell Based Electric Vehicle ApplicationsABSTRACT:Due to the additional vigorous regulations on carbon gas emissions
PROJECT TITLE :Pixel Binning for High Dynamic Range Color Image Sensor Using Square Sampling Lattice - 2018ABSTRACT:We propose a brand new pixel binning theme for color image sensors. We minimized distortion caused by binning
PROJECT TITLE :Low Cost and High Accuracy Data Gathering in WSNs with Matrix Completion - 2018ABSTRACT:Matrix completion has emerged very recently and provides a brand new venue for low value knowledge gathering in Wireless Sensor
PROJECT TITLE :High speed and low power preset-able modified TSPC D flip-flop design and performance comparison with TSPC D flip-flop - 2018ABSTRACT:Positron emission tomography (PET) could be a nuclear functional imaging technique
PROJECT TITLE :A High Performance Gated Voltage Level Translator with Integrated Multiplexer - 2018ABSTRACT:Multiple offer voltages are commonly employed in designs to enable higher power performance through dedicated management

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

Project Enquiry