JOURNAL ARTICLE

Indoor Positioning: Novel Approach for Bluetooth Networks using RSSI Smoothing

J. AnuradhaShashika LokuliyanaDinusha ChathurangiDemini Vithana

Year: 2016 Journal:   International Journal of Computer Applications Vol: 137 (13)Pages: 26-32

Abstract

In recent years, localization and navigation have been important topics in research.The most popular navigation system is an outdoor navigation with "GPS"; however, the positioning within indoor environments is not possible with "GPS", so it is resulting in limited operation for indoor environments.In order to overcome this limitation, this paper discussed Bluetooth Low Energy technology based localization model.The "BLE" provides several major forms of parameters linked to location estimation such as "RSSI" and "LQI".In real time applications such as object tracking and distance estimates require continuous reception of RSSI measurements to estimate the position of the object accurately.Nevertheless, on that point, there are some constraints such as signal attenuation, signal loss, multipath effects, temperature, reflection, a human body and other communication signals.Hence, this research work considered the "RSSI" smoothing approaches.Although there are so many solutions, no RSSI smoothing method has been recognized as a standard method.This paper presents a Feedback filter together with shifting technique at distance domain to reduce fluctuations of the real-time signals.Experiments show that the probability of locating errorless and it is better than the other existing interference avoidance algorithms.

Keywords:
Computer science Bluetooth Smoothing Real-time computing Telecommunications Computer network Wireless Computer vision

Metrics

11
Cited By
1.12
FWCI (Field Weighted Citation Impact)
14
Refs
0.82
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Indoor and Outdoor Localization Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Bluetooth and Wireless Communication Technologies
Physical Sciences →  Computer Science →  Computer Networks and Communications
Radio Wave Propagation Studies
Physical Sciences →  Engineering →  Aerospace Engineering
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