A Review of Multidimensional Scaling Techniques for RSS-Based WSN Localization

Seco, Fernando; Jiménez, Antonio R.; Peltola, Pekka

doi:10.1109/ipin.2018.8533748

Cited by 11 publications

(9 citation statements)

References 27 publications

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“…Some surveys stand apart from others and lie in the outer parts of the image. Those divergent surveys are those with narrow focuses such as SLAM [16], visual odometry [74], RFID [43], multidimensional scaling techniques [60], and those published in conference proceedings [23,26,32,58]. It is of relevance to remark that some conferences apply a strict page limit, which in most of cases make the author to shorten the list of references to the most relevant ones.…”

Section: Discussion On Ips Current Statementioning

confidence: 99%

“…Some IPS-related reviews have over 200 references [16,17,18,19,20,21] or even over 300 references [22]. The insights presented in the rest of this paper are mainly based on 62 IPS-related survey works [6,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,…”

Section: An Overview Of Ips Solutionsmentioning

confidence: 99%

“…A WSN is a collection of nodes able to communicate among them—or at least to the nearest neighbors—and perform some sensing task [58]. If the positions of some nodes are unknown, the communication technology or some extra ranging capability is usually used for determining the nodes’ positions [60]. If a ranging capability is used, then the TOA, TDOA, AOA and RSS techniques are used with the angulation and lateration methods, among others.…”

Section: An Overview Of Ips Solutionsmentioning

confidence: 99%

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A Meta-Review of Indoor Positioning Systems

Mendoza-Silva

Torres-Sospedra

Huerta

2019

Sensors

187

124

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An accurate and reliable Indoor Positioning System (IPS) applicable to most indoor scenarios has been sought for many years. The number of technologies, techniques, and approaches in general used in IPS proposals is remarkable. Such diversity, coupled with the lack of strict and verifiable evaluations, leads to difficulties for appreciating the true value of most proposals. This paper provides a meta-review that performed a comprehensive compilation of 62 survey papers in the area of indoor positioning. The paper provides the reader with an introduction to IPS and the different technologies, techniques, and some methods commonly employed. The introduction is supported by consensus found in the selected surveys and referenced using them. Thus, the meta-review allows the reader to inspect the IPS current state at a glance and serve as a guide for the reader to easily find further details on each technology used in IPS. The analyses of the meta-review contributed with insights on the abundance and academic significance of published IPS proposals using the criterion of the number of citations. Moreover, 75 works are identified as relevant works in the research topic from a selection of about 4000 works cited in the analyzed surveys.

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Section: Discussion On Ips Current Statementioning

confidence: 99%

Section: An Overview Of Ips Solutionsmentioning

confidence: 99%

Section: An Overview Of Ips Solutionsmentioning

confidence: 99%

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A Meta-Review of Indoor Positioning Systems

Mendoza-Silva

Torres-Sospedra

Huerta

2019

Sensors

187

124

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“…Many different systems have been proposed during recent years [3,24]: based on computer vision [24], radio waves such as ultrawideband (UWB) [25] or radio frequency identification (RFID) [26], ultrasounds [27], optical signals [28], and, more recently, new approaches based on inertial measurement units (IMUs) [10,29,30] and radio frequency (RF) communications networks such as global system for mobile communications (GSM) or wireless local area network (WLAN) [31]. Some of them, such as IPS based on infrared and ultrasound, are low cost solutions, easy to deploy with high accuracy location results in a wide range of applications.…”

Section: Introductionmentioning

confidence: 99%

Characterization of Multipath Effects in Indoor Positioning Systems by AoA and PoA Based on Optical Signals

De-La-Llana-Calvo

Lázaro-Galilea

Gardel

et al. 2019

Sensors

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In this paper, we characterize and measure the effects of the errors introduced by the multipath when obtaining the position of an agent by means of Indoor Positioning Systems (IPS) based on optical signal. These effects are characterized in Local Positioning Systems (LPSs) based on two different techniques: the first one by determining the Angle of Arrival (AoA) of the infrared signal (IR) to the detector; and the second one by working with the measurement of the Phase shift of signal Arrival from the transmitter to a receiver (PoA). We present the obtained results and conclusions, which indicate that using Position Sensitive Devices (PSD) the multipath effects for AoA have little impact on the measurement, while for PoA the positioning errors are very significant, making the system useless in many cases.

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“…Multidimensional Scaling Method [30]- [32] is a technique that analyzes similar data. Which is applied to identify the location Use the calculation of more than 2 methods above but give more accuracy.…”

Section: Introductionmentioning

confidence: 99%