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Open AccessJournal ArticleDOI

A Survey of Techniques and Challenges in Underwater Localization

TLDR
Underwater Wireless Sensor Networks (UWSNs) are expected to support a variety of civilian and military applications and can only be interpreted meaningfully when referenced to the location of the sensor, making localization an important problem.
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This article is published in Ocean Engineering.The article was published on 2011-10-01 and is currently open access. It has received 458 citations till now. The article focuses on the topics: Underwater acoustic communication & Underwater.

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Citations
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Journal ArticleDOI

Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications

TL;DR: An extensive literature review over the period 2002-2013 of machine learning methods that were used to address common issues in WSNs is presented and a comparative guide is provided to aid WSN designers in developing suitable machine learning solutions for their specific application challenges.
Journal ArticleDOI

Underwater Optical Wireless Communications, Networking, and Localization: A Survey

TL;DR: This work provides a comprehensive survey on the challenges, advances, and prospects of underwater optical wireless networks (UOWNs) from a layer by layer perspective which includes physical layer issues including propagation characteristics, channel modeling, and modulation techniques.
Journal ArticleDOI

A Survey of Localization in Wireless Sensor Network

TL;DR: A comprehensive survey of challenges of localization in non-line-of-sight, node selection criteria for localization in energy-constrained network, scheduling the sensor node to optimize the tradeoff between localization performance and energy consumption, cooperative node localization, and localization algorithm in heterogeneous network is presented.
Journal ArticleDOI

Underwater Wireless Sensor Networks: A Review of Recent Issues and Challenges

TL;DR: A survey of UWSN regarding underwater communication channel, environmental factors, localization, media access control, routing protocols, and effect of packet size on communication is conducted.
Journal ArticleDOI

Underwater Acoustic Modems

TL;DR: This paper presents an exhaustive study of existing underwater acoustic modems where their main features are highlighted and the main features of their hardware are reviewed.
References
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Journal ArticleDOI

A Statistical Model for Indoor Multipath Propagation

TL;DR: The results of indoor multipath propagation measurements using 10 ns, 1.5 GHz, radarlike pulses are presented for a medium-size office building, and a simple statistical multipath model of the indoor radio channel appears to be extendable to other buildings.
Proceedings ArticleDOI

Robust distributed network localization with noisy range measurements

TL;DR: A distributed, linear-time algorithm for localizing sensor network nodes in the presence of range measurement noise is described and the probabilistic notion of robust quadrilaterals is introduced as a way to avoid flip ambiguities that otherwise corrupt localization computations.
Book ChapterDOI

A Statistical Model for Indoor Multipath Propagation

TL;DR: In this article, the results of indoor multipath propagation measurements using 10 ns, 1.5 GHz, radar-like pulses are presented for a medium-size office building, where the received signal rays arrive in clusters.
Journal ArticleDOI

On the relationship between capacity and distance in an underwater acoustic communication channel

TL;DR: This work takes an information-theoretic approach and defines the bandwidth corresponding to optimal signal energy allocation -- one that maximizes the channel capacity subject to the constraint that the transmission power is finite.
Journal ArticleDOI

Nine‐term equation for sound speed in the oceans

TL;DR: In this paper, a simple nine-term, eight-variable sound speed equation for sound speed in the oceans is presented, suitable for programmable pocket calculators, and ranges of validity encompass: temperature −2° to 30° C, salinity 30° to 40°/°°°, and depth 0 to 8000 m.
Related Papers (5)
Frequently Asked Questions (15)
Q1. What are the contributions in "A survey of techniques and challenges in underwater localization" ?

This author was involved in this work as a postgraduate intern at the Institute for Infocomm Research from September 2009 to March 2010. In this paper, the authors provide a survey of techniques and challenges in localization specifically for UWSNs. Finally, the authors provide an outlook on the challenges that should be, but have yet been, addressed. 

The key innovations of proposed schemes within this category lie in how they address localization inaccuracy due to measurement errors and transmission losses as well as the need for time synchronization. 

as replacement of batteries for submerged modems is difficult, short-range, low-power communication to achieve reasonable data transmission rates is preferred, which may limit the localization coverage.• 

To alleviate the effects of error propagation, when an ordinary node obtains its estimated position from a set of reference nodes, it computes a confidence value, η, where 0 < η ≤ 1, by normalizing the position error with the sum of the Euclidean distance between itself and the reference nodes (see Eqn (2)). 

In general, localization schemes in terrestrial wireless sensor networks can be classified into three categories: geometric analysis approach, proximity approach and scene analysis approach (Hightower and Borriello, 2001). 

In general, schemes that rely solely on static references achieve better localization accuracy at the expense of higher deployment costs. 

Manufacturers of USBL systems include Nautronix, Sonardyne, IXSEA (GAPS pre-calibrated Ultra-Short BaseLine), Applied Acoustics (EASYTRAK USBL), LinkQuest (TrackLink USBL), Tritech (Micron Nav), Kongsberg (HiPAP - High Precision Acoustic Positioning), and EvoLogics (USBL Acoustic Modem). 

The authors identified several of the challenges that need to be overcome for underwater localization schemes to be fast and accurate, have low communication costs, provide wide coverage and be feasible. 

In general, to localize anode in d-dimensional space, the number of independent range measurements required should be at least d + 

The baseline transponders can also be mounted in fixed relative positions on a moving platform like a ship for applications like In-Water Ship Hull Inspections and other specialized tasks. 

Each ordinary node S estimates its distance, li, from a reference node Ri (i) based on ToA approach upon receiving its beacon or (ii) using 3D Euclidean distance estimation if they are more than one-hop apart. 

Unlike the singlestage schemes, the key innovations of proposed schemes within this category lie in (i) how ordinary nodes qualify as new reference nodes and (ii) which new reference nodes are used for localization so as to trade-off between minimizing error propagation and delay while maximizing coverage and energy efficiency. 

To minimize error propagation, localized ordinary nodes can qualify as new reference nodes only if they are below the maximum depth of the DNR beacons. 

This may affect localization accuracy, as some distance measurements may have become obsolete by the time the node position is estimated.• 

While node deployment in terrestrial networks is relatively straightforward, the corresponding deployment in underwater environment encounters the following challenges:•