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- research-articleJanuary 2023
A WLAN indoor location method based on quadratic wavelet analysis
International Journal of Sensor Networks (IJSNET), Volume 42, Issue 1Pages 67–78https://doi.org/10.1504/ijsnet.2023.131248The drift phenomenon of received signal strength may occur due to the influence of environmental change, which will affect the results of wireless local area network indoor positioning. This paper proposes an indoor location method based on quadratic ...
- research-articleSeptember 2021
Three-Dimensional Indoor Visible Light Localization: A Learning-Based Approach
UbiComp/ISWC '21 Adjunct: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable ComputersPages 672–677https://doi.org/10.1145/3460418.3480406In this paper, a three-dimensional (3D) indoor visible light localization method based on machine learning and deep learning is presented, which is able to obtain accurate 3D spatial coordinates of the user, including the location on the plane and the ...
- research-articleMay 2021
Indoor Localization Algorithm of Terminal Based on RSS Feature Extension and Spectral Regression Kernel Discriminant Analysis
Automatic Control and Computer Sciences (ACCS), Volume 55, Issue 3Pages 298–309https://doi.org/10.3103/S0146411621030056AbstractAiming at the characteristics of large passenger flow and the complex and variable indoor environment in the airport terminal, an indoor localization algorithm based on Received Signal Strength feature extension and Spectral Regression Kernel ...
- research-articleJanuary 2021
Algorithm for decision of vertical handover in femto environment
International Journal of Mobile Network Design and Innovation (IJMNDI), Volume 10, Issue 2Pages 55–62https://doi.org/10.1504/ijmndi.2021.118978Next generation networks are heterogeneous in nature due to presence of various radio access technologies (RATs). Hence seamless mobility of users can be achieved by vertical handover (VHO). The main aim of this research paper is to design and implement ...
- research-articleJanuary 2020
Low-cost localisation considering LOS/NLOS impacts in challenging indoor environments
International Journal of Sensor Networks (IJSNET), Volume 32, Issue 1Pages 15–24https://doi.org/10.1504/ijsnet.2020.104459One popular indoor localisation method in wireless sensor networks (WSN) and wireless local area networks (WLAN) is fingerprinting technique. However, the training stage of fingerprinting and constructing the radio map is time-consuming and labour-...
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- research-articleJanuary 2020
Analysis of handover decision in heterogeneous wireless networks based on user trajectory and operating frequency
International Journal of Mobile Network Design and Innovation (IJMNDI), Volume 10, Issue 1Pages 48–54https://doi.org/10.1504/ijmndi.2020.112636Next generation wireless networks are heterogeneous in nature consisting of various radio access technologies (RATs). Hence vertical handover (VHO) becomes a necessity in order to achieve seamless mobility of the mobile users. This research paper presents ...
- short-paperNovember 2019
Pulse Rate Monitoring Using Narrowband Received Signal Strength Measurements
DFHS'19: Proceedings of the 1st ACM International Workshop on Device-Free Human SensingPages 10–13https://doi.org/10.1145/3360773.3360876Radio frequency (RF) solutions for human vital sign monitoring have gained importance due to their low device cost and non-contact sensing. However, most systems are quite heavy users of RF spectrum, e.g., transmitting hundreds of WiFi packets per ...
- research-articleApril 2019
Support vector regression based sensor localization using UAV
SAC '19: Proceedings of the 34th ACM/SIGAPP Symposium on Applied ComputingPages 938–945https://doi.org/10.1145/3297280.3297373In this work, we focus on localization of a beacon which is a source of radio frequency (RF) signal using a single unmanned aerial vehicle (UAV). We propose to use the Support Vector Regression (SVR) technique to directly localize the sensor by using the ...
- research-articleJanuary 2019
A novel approach to improve handover performance
International Journal of Communication Networks and Distributed Systems (IJCNDS), Volume 23, Issue 1Pages 44–68https://doi.org/10.1504/ijcnds.2019.100641Nowadays, mobile communications have heterogeneous wireless networks offering variable coverage and quality of service (QoS). The availability of alternatives generates a problem of occurrence of unnecessary handoff that results in wastage of network ...
- research-articleJanuary 2019
Linear closed-form estimator for sensor localisation using RSS and AOA measurements
International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Volume 31, Issue 3Pages 178–188https://doi.org/10.1504/ijahuc.2019.100736Using the hybrid received signal strength (RSS) and angle of arrival (AOA) measurements, a position estimation model is proposed for sensor localisation in three-dimensional plane. Then the unconstraint linear least square (ULLS) and constraint linear ...
- research-articleJanuary 2019
AI-Based Enhancement of Base Station Handover
Procedia Computer Science (PROCS), Volume 165, Issue CPages 717–723https://doi.org/10.1016/j.procs.2020.01.025AbstractWith exponential increase in digital data transfer and growing consumer base, there is a need to efficiently handle large set of users. In addition to that, we face a lot of problems due to poor signal connectivity during travel. Though operators ...
- research-articleMay 2018
Local HMM for indoor positioning based on fingerprinting and displacement ranging
IET Communications (CMU2), Volume 12, Issue 10Pages 1163–1170https://doi.org/10.1049/iet-com.2017.1055Received signal strength (RSS) in wireless networks is widely adopted for indoor positioning purpose because of its low cost and open access properties. However due to the sophisticated propagation of radio signals, the RSS shows a significant variation ...
- research-articleMarch 2018
Graph‐based iterative measurement‐denoising and radio‐map generation for semi‐supervised indoor localisation
IET Communications (CMU2), Volume 12, Issue 7Pages 848–853https://doi.org/10.1049/iet-com.2017.1161This study considers the problem of indoor localisation in which the authors try to generate the radio map of the environment based on both labelled and unlabelled measurements (i.e. measurements with and without information about the location that they ...
- research-articleFebruary 2018
Energy efficiency of ultra‐dense small‐cell downlink networks with adaptive cell breathing
IET Communications (CMU2), Volume 12, Issue 3Pages 367–372https://doi.org/10.1049/iet-com.2016.1420The authors propose an adaptive cell‐breathing (ACB) technique to improve the energy efficiency (EE) of a downlink cellular network consisting of small‐cell base stations (BSs), wherein each BS adaptively adjusts its transmission power such that the ...
- posterOctober 2017
Poster: Link Line Crossing Speed Estimation with Narrowband Signal Strength
MobiCom '17: Proceedings of the 23rd Annual International Conference on Mobile Computing and NetworkingPages 528–530https://doi.org/10.1145/3117811.3131253We present results from a system which uses received signal strength (RSS) measurements to estimate the speed at which a person is walking when they cross the link line. While many RSS-based device-free localization systems can detect a line crossing, ...
- surveyAugust 2017
Non-GPS Positioning Systems: A Survey
ACM Computing Surveys (CSUR), Volume 50, Issue 4Article No.: 57, Pages 1–34https://doi.org/10.1145/3098207An enormous amount of research has been conducted in the area of positioning systems and thus it calls for a detailed literature review of recent localization systems. This article focuses on recent developments of non-Global Positioning System (GPS) ...
- articleJanuary 2017
Custom-designed wireless mote performance analysis in diverse node placement and antenna positioning scenarios for agricultural monitoring
International Journal of Communication Networks and Distributed Systems (IJCNDS), Volume 18, Issue 1Pages 18–31https://doi.org/10.1504/IJCNDS.2017.081442Objective of this work is to analyse various mote parameters, under different deployment and antenna positioning scenarios. The nodes were deployed and tested for its communication and sensing on the surface, under the ground and also in a hybrid ...
- articleNovember 2016
A robust location fingerprint based on differential signal strength and dynamic linear interpolation
Security and Communication Networks (SACN), Volume 9, Issue 16Pages 3618–3626https://doi.org/10.1002/sec.1565Received signal strength RSS in wireless networks is widely adopted for indoor positioning purpose because of its low cost and open access properties. However, the popular RSSs are observed to differ significantly from discrete devices' hardware even ...
- research-articleApril 2016
Multi‐layer neural network for received signal strength‐based indoor localisation
IET Communications (CMU2), Volume 10, Issue 6Pages 717–723https://doi.org/10.1049/iet-com.2015.0469In received signal strength (RSS)‐based indoor wireless localisation system, radio pathloss model or radio map must be readily obtainable. However, the unpredictability of wireless channel makes it difficult to achieve high accuracy localisation in ...
- articleJanuary 2016
Efficient RSS-based collaborative localisation in wireless sensor networks
International Journal of Sensor Networks (IJSNET), Volume 22, Issue 1Pages 27–36https://doi.org/10.1504/IJSNET.2016.079335This paper presents a new collaborative location estimation method for wireless sensor networks WSN, referred to as an iterative tree search algorithm I-TSA. The proposed method is based on the grid search least square estimator LSE, which provides ...