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Bernhard Großwindhager

dblp:201/6528 · DBLP profile ↗
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9ranked-venue papers
7as first author
0since 2021 · last 2020
0000-0001-6670-3831ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 7 · 5 first-authorSystems, architecture and hardware · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer networks
5 papers
Wireless sensing and localization · 82% Physical-layer communications · 14% Wireless networking · 4%

Topics — the 10 heaviest of 10, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Wireless sensing and localization
indoor localization
1.032019
SnapLoc: an ultra-fast UWB-based indoor localization system for an unlimited number of tags: demo abstract · IPSN 2019
SALMA: UWB-based Single-Anchor Localization System using Multipath Assistance · SenSys 2018
UWB-based Single-anchor Low-cost Indoor Localization System · SenSys 2017
Wireless sensing and localization › indoor localization
ultra-wideband localization
1.032019
SnapLoc: an ultra-fast UWB-based indoor localization system for an unlimited number of tags: demo abstract · IPSN 2019
SALMA: UWB-based Single-Anchor Localization System using Multipath Assistance · SenSys 2018
UWB-based Single-anchor Low-cost Indoor Localization System · SenSys 2017
Wireless sensing and localization › localization algorithms
multipath-assisted localization
0.622018
SALMA: UWB-based Single-Anchor Localization System using Multipath Assistance · SenSys 2018
UWB-based Single-anchor Low-cost Indoor Localization System · SenSys 2017
Wireless sensing and localization › indoor localization
single-anchor localization
0.622018
SALMA: UWB-based Single-Anchor Localization System using Multipath Assistance · SenSys 2018
UWB-based Single-anchor Low-cost Indoor Localization System · SenSys 2017
Wireless sensing and localization › device-free sensing
device-free localization
0.522019
SnapLoc: an ultra-fast UWB-based indoor localization system for an unlimited number of tags · IPSN 2019
SnapLoc: an ultra-fast UWB-based indoor localization system for an unlimited number of tags: demo abstract · IPSN 2019
Physical-layer communications
physical layer adaptation
0.312018
Runtime adaptation of PHY settings for dependable UWB communications: poster abstract · IPSN 2018
Physical-layer communications › spread spectrum
ultra-wideband communication
0.312018
Runtime adaptation of PHY settings for dependable UWB communications: poster abstract · IPSN 2018
Wireless networking
directional antenna
0.222018
SALMA: UWB-based Single-Anchor Localization System using Multipath Assistance · SenSys 2018
UWB-based Single-anchor Low-cost Indoor Localization System · SenSys 2017
Wireless sensing and localization › ranging
time difference of arrival
0.112019
SnapLoc: an ultra-fast UWB-based indoor localization system for an unlimited number of tags · IPSN 2019
Wireless sensing and localization › RF-based localization
UWB localization
0.112018
Runtime adaptation of PHY settings for dependable UWB communications: poster abstract · IPSN 2018

Methods — techniques the papers use, named apart from their topics

two-way ranging · 0.6maximum likelihood estimation · 0.6channel impulse response · 0.6time difference of arrival estimation · 0.4time difference of arrival · 0.4concurrent anchor responses · 0.4link quality estimation · 0.3channel impulse response analysis · 0.3
YearPublicationVenuePosition
2020 Towards Secure and Scalable UWB-based Positioning Systems
abstract
Positioning systems based on ultra-wideband (UWB) technology are becoming ubiquitous and enable a plethora of attractive Internet of Things applications, ranging from smart access and asset tracking to the navigation of autonomous vehicles. As these positioning systems are often deployed over large areas, the focus of UWB-based research has recently shifted to the development of scalable solutions that can offer a high positioning accuracy for countless tags while maximizing energyefficiency. At the same time, as positioning systems are increasingly used in safety-critical settings, several academic efforts and the standardization activities of the IEEE 802. 15.4 z working group have laid the foundations for a secure distance estimation using UWB technology. Unfortunately, these two endeavours have followed independent tracks that do not blend together. In this paper, we highlight this issue and describe the challenge of securing modern UWB-based positioning systems that are designed with scalability in mind. We first illustrate how the use of unidirectional communications, the need for synchronized anchors, and the use of quasi-simultaneous responses, which are common features of recent scalable UWB systems based on timedifference-of-arrival, make these solutions vulnerable to several attacks, despite the use of IEEE 802. 15.4 z. After carrying out a security analysis and describing how scalable UWB systems are exposed to several attacks, we devise a number of design concepts to counteract the identified attacks and secure these systems.
Michael Stocker, Bernhard Großwindhager, Carlo Alberto Boano, Kay Römer
MASS2
2019 SnapLoc: an ultra-fast UWB-based indoor localization system for an unlimited number of tags
abstract
A large body of work has shown that ultra-wideband (UWB) technology enables accurate indoor localization and tracking thanks to its high time-domain resolution. Existing systems, however, are typically designed to localize only a limited number of tags, and involve the exchange of several messages following a given schedule. As a result, the scalability of current solutions in terms of tag density is limited, as well as their efficiency and responsiveness. In this paper, we present SnapLoc, a UWB-based indoor localization system that allows an unlimited number of tags to self-localize at a theoretical upper bound of 2.3 kHz. In SnapLoc, a tag obtains the responses from multiple anchors simultaneously. Based on these signals, the tag derives the time difference of arrival between anchors and estimates its position. Therefore, SnapLoc does not require tags to actively transmit packets, but to receive only a single message. This allows tags to passively localize themselves and ensures that the performance of SnapLoc does not degrade with high node densities. Moreover, due to the (quasi-)simultaneous responses, a tight clock synchronization between anchors is not needed. We have implemented SnapLoc on a low-cost platform based on the Decawave DW1000 radio and solved limitations in the transceiver's timestamp resolution to sustain a high localization accuracy. An experimental evaluation shows that SnapLoc exhibits a 90% error and median error of 33 cm and 18 cm, respectively, hence enabling decimeter-level accuracy at fast update rates for countless tags.
Bernhard Großwindhager, Michael Stocker, Michael Rath 0001, Carlo Alberto Boano, Kay Römer
IPSN1
2019 SnapLoc: an ultra-fast UWB-based indoor localization system for an unlimited number of tags: demo abstract
abstract
In this demo, we present SnapLoc, a UWB-based indoor localization system that allows decimeter-accurate self-localization of mobile tags by listening to only a single message. To this end, SnapLoc leverages (quasi-)simultaneous responses of multiple anchors. Based on these responses, the tag derives the time difference of arrival between anchors and unambiguously estimates its position. Thanks to this principle, SnapLoc carries out passive localization and supports an unlimited number of tags at high update rates. Our SnapLoc implementation runs on the off-the-shelf Decawave DW1000 UWB transceiver. The latter suffers from a limited transmit timestamp resolution that affects the achievable localization accuracy when used in conjunction with concurrent anchor responses. Therefore, in this demo we also showcase techniques to overcome these limitations and achieve nevertheless a high localization accuracy.
Michael Stocker, Bernhard Großwindhager, Carlo Alberto Boano, Kay Römer
IPSN2
2018 Concurrent Ranging with Ultra-Wideband Radios: From Experimental Evidence to a Practical Solution
abstract
To enable future location-aware Internet of Things (IoT) applications, Ultra-wideband (UWB) technology provides centimeter-accurate distance estimations. In the common case of a non-synchronized network, at least N·(N-1) message exchanges are required to derive the distance between N nodes. Enabling concurrent ranging between an initiator and an arbitrary number of responders can drastically reduce the amount of necessary transmissions and hence increases the efficiency of UWB systems. Although the feasibility of concurrent ranging has been proven experimentally, several key challenges still need to be addressed to practically implement concurrent ranging in real-world UWB systems, such as the automatic detection of multiple responses, the identification of a responder, as well as the detection of overlapping responses (especially in the presence of multipath components). In this paper, we provide a concurrent ranging solution tackling the aforementioned challenges. Among others, our solution enables (i) to detect responses in the CIR reliably, (ii) to encode the responder ID in the CIR to allow personalized ranging, as well as (iii) to mitigate the impact of overlapping responses and multipath components. We further show how the proposed solution increases the scalability of concurrent ranging in real-world UWB-based distributed systems.
Bernhard Großwindhager, Carlo Alberto Boano, Michael Rath 0001, Kay Römer
ICDCS1
2018 Runtime adaptation of PHY settings for dependable UWB communications: poster abstract
abstract
IoT localization systems based on ultra-wideband (UWB) technology require dependable communication links to reliably acquire and efficiently share the timestamps in the network. The communication performance of UWB radios, however, is still largely unexplored and strongly affected by the employed physical layer settings. In this work, we analyze the role of different UWB physical layer settings and propose a scheme that adapts them at runtime in order to maintain a highly reliable link while minimizing energy consumption. The proposed adaptation scheme exploits the channel impulse response provided by the UWB transceiver to estimate the link quality and to extract information about the surrounding environment, such as the presence of destructive interference.
Bernhard Großwindhager, Carlo Alberto Boano, Michael Rath 0001, Kay Römer
IPSN1
2018 SALMA: UWB-based Single-Anchor Localization System using Multipath Assistance
abstract
Setting up indoor localization systems is often excessively time-consuming and labor-intensive, because of the high amount of anchors to be carefully deployed or the burdensome collection of fingerprints. In this paper, we present SALMA, a novel low-cost UWB-based indoor localization system that makes use of only one anchor and that does neither require prior calibration nor training. By using only a crude floor plan and by exploiting multipath reflections, SALMA can accurately determine the position of a mobile tag using a single anchor, hence minimizing the infrastructure costs, as well as the setup time. We implement SALMA on off-the-shelf UWB devices based on the Decawave DW1000 transceiver and show that, by making use of multiple directional antennas, SALMA can also resolve ambiguities due to overlapping multipath components. An experimental evaluation in an office environment with clear line-of-sight has shown that 90% of the position estimates obtained using SALMA exhibit less than 20 cm error, with a median below 8 cm. We further study the performance of SALMA in the presence of obstructed line-of-sight conditions, moving objects and furniture, as well as in highly dynamic environments with several people moving around, showing that the system can sustain decimeter-level accuracy with a worst-case average error below 34 cm.
Bernhard Großwindhager, Michael Rath 0001, Josef Kulmer, Mustafa S. Bakr, Carlo Alberto Boano, Klaus Witrisal, Kay Römer
SenSys1
2018 Enabling Runtime Adaptation of Physical Layer Settings for Dependable UWB Communications
abstract
Ultra-wideband (UWB) technology is increasingly used to build location-aware IoT applications because of its outstanding positioning accuracy. Its communication performance, however, is unexplored and strongly affected by the chosen physical layer settings as well as by the surrounding environment. Finding an effective way to increase the dependability of UWB communications is yet an open problem. In this paper, we study the performance of different UWB physical layer settings and use them as tuning knobs to increase the energy efficiency and robustness of communications. Towards this goal, we first experimentally quantify the reliability and energy cost of each setting, in order to understand which physical layer configuration to privilege depending on the application requirements. We then use the estimated channel impulse response-a unique feature of UWB transceivers-to accurately measure the link quality and to extract relevant information about the characteristics of the surrounding environment, such as the presence of destructive interference. Capitalizing on this information, we design a scheme that adapts the UWB physical layer settings at runtime. An experimental evaluation using the Decawave DW1000 radio shows the effectiveness of the proposed adaptive scheme, highlighting the increased communication robustness and energy efficiency.
Bernhard Großwindhager, Carlo Alberto Boano, Michael Rath 0001, Kay Römer
WOWMOM1
2017 Poster: Switchable Directional Antenna System for UWB-based Internet of Things Applications
Bernhard Großwindhager, Mustafa S. Bakr, Michael Rath 0001, Fabrizio Gentili, Wolfgang Bösch, Klaus Witrisal, Carlo Alberto Boano, Kay Römer
EWSN1
2017 UWB-based Single-anchor Low-cost Indoor Localization System
abstract
In this demo, we present a low-cost indoor localization system based on the off-the-shelf ultra-wideband transceiver Decawave DW1000. To obtain an accurate position information, the system makes use of a single anchor and of multipath reflections from walls, hence removing the need of installing a network of anchors or any other additional infrastructure. The procedure of determining the position of a tag can be divided in four consecutive stages. First, the location of virtual anchors is computed by mirroring the anchor position at reflective surfaces. Using two-way ranging, the distance and channel impulse response (CIR) between anchor and tag is obtained. This actual CIR is compared with expected CIRs from possible tag locations using a maximum likelihood approach to estimate the tag's position. Finally, a switchable directional antenna can be exploited to improve the robustness of the system by suppressing undesired, interfering multipath components. By following this procedure, the proposed system can achieve a decimeter accuracy and react to position updates in real-time.
Bernhard Großwindhager, Michael Rath 0001, Josef Kulmer, Stefan Hinteregger, Mustafa S. Bakr, Carlo Alberto Boano, Klaus Witrisal, Kay Römer
SenSys1