Helen Leligou

Dr. Helen Leligou

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Research Focus & Metrics

Academic Career Length

25Years (2002-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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24 September 2020 in Sensors
Verified
Journal Article
Open access
PDF file
PTPanagiotis Trakadas
Panagiotis Trakadas
PSPieter Simoens
Pieter Simoens
Panagiotis GkonisPanagiotis Gkonis
Panagiotis Gkonis
LSLambros Sarakis
Lambros Sarakis
AAAngelos Angelopoulos
Angelos Angelopoulos
Panagiotis KarkazisPanagiotis Karkazis
Panagiotis Karkazis
The digitization of manufacturing industry has led to leaner and more efficient production, under the Industry 4.0 concept. Nowadays, datasets collected from shop floor assets and information technology (IT) systems are used in data-driven analytics efforts to support more informed business intelligence decisions. However, these results are currently only used in isolated and dispersed parts of the production process. At the same time, full integration of artificial intelligence (AI) in all parts of manufacturing systems is currently lacking. In this context, the goal of this manuscript is to present a more holistic integration of AI by promoting collaboration. To this end, collaboration is understood as a multi-dimensional conceptual term that covers all important enablers for AI adoption in manufacturing contexts and is promoted in terms of business intelligence optimization, human-in-the-loop and secure federation across manufacturing sites. To address these challenges, the proposed architectural approach builds on three technical pillars: (1) components that extend the functionality of the existing layers in the Reference Architectural Model for Industry 4.0; (2) definition of new layers for collaboration by means of human-in-the-loop and federation; (3) security concerns with AI-powered mechanisms. In addition, system implementation aspects are discussed and potential applications in industrial environments, as well as business impacts, are presented.

1 November 2020 in Energy Reports
Verified
Journal Article
Open access
EGEmmanouil Gryparis
Emmanouil Gryparis
PPPerikles Papadopoulos
Perikles Papadopoulos
HLHelen Leligou
Helen Leligou
CPConstantinos S. Psomopoulos
Constantinos S. Psomopoulos

16 August 2004 in IEEE Communications Magazine
Verified
Journal Article
Closed access
JAJ.D. Angelopoulos
J.D. Angelopoulos
HLHelen Leligou
Helen Leligou
TAT. Argyriou
T. Argyriou
SZS. Zontos
S. Zontos
ERE. Ringoot
E. Ringoot
TCT. Van Caenegem
T. Van Caenegem
The standardization of passive optical networks capable of transporting Ethernet frames at gigabit-per-second speeds, currently in progress in both ITU-T and IEEE, constitutes a major milestone toward cost-effective photonization of the last (aka first) mile. The article presents an Ethernet gigabit PON (GPON) system aligned with the philosophy of the evolving FSAN (full service access network) ITU-T specification, which focuses on the efficient support of any level of quality of service. The intelligence of this system, in terms of traffic quality guarantees, lies in the MAC protocol, which controls the distributed multiplexing/concentration function by allocating variable length slots to every user of the shared upstream (toward the network) medium. The way transport of information is organized in an ITU-T GPON system and the operation of a MAC protocol that preserves all QoS guarantees are presented and evaluated.

15 April 2012 in Wireless Personal Communications
Verified
Journal Article
Closed access
PDF file
TZTheodore Zahariadis
Theodore Zahariadis
PTPanagiotis Trakadas
Panagiotis Trakadas
HLHelen Leligou
Helen Leligou
SMSotiris Maniatis
Sotiris Maniatis
Panagiotis KarkazisPanagiotis Karkazis
Panagiotis Karkazis

14 November 2005 in International Journal of Communication Systems
Verified
Journal Article
Closed access
PDF file
HLHelen Leligou
Helen Leligou
CLCh. Linardakis
Ch. Linardakis
KKK. Kanonakis
K. Kanonakis
JAJ. D. Angelopoulos
J. D. Angelopoulos
TOTh. Orphanoudakis
Th. Orphanoudakis

1 July 2012
Verified
Conference Paper
Closed access
Panagiotis KarkazisPanagiotis Karkazis
Panagiotis Karkazis
HLHelen Leligou
Helen Leligou
LSLambros Sarakis
Lambros Sarakis
TZTheodore Zahariadis
Theodore Zahariadis
PTPanagiotis Trakadas
Panagiotis Trakadas
CCChristos Capsalis
Christos Capsalis
The diversity of applications that current and emerging Wireless Sensor Networks (WSNs) are called to support imposes different requirements on the underlying network with respect to delay and loss, while at the same time the WSN imposes its own intricacies. The satisfaction of these requirements highly depends on the metric upon which the forwarding routes are decided. In this view, the IETF ROLL group has proposed the RPL routing protocol, which can flexibly work on various routing metrics, as long as they hold specific properties. The system implementer/user is free to decide whether to use one or multiple routing metrics, as well as the way these metrics can be combined. In this paper, we provide ways to quantify the routing metrics so that they can be combined in an additive or lexical manner. We use extensive simulation results to evaluate the impact of several routing metrics on the achieved performance.