@article {6520,
	title = {An Efficient Approach for Big Data Aggregation Mechanism in Heterogeneous Wireless Connected Sensor Networks},
	journal = {Wireless Personal Communications},
	volume = {118},
	number = {2},
	year = {2021},
	pages = {1405-1437},
	publisher = {Springer},
	isbn = {1572-834X},
	author = {Sabrina Boubiche and Azeddine Bilami and Djallel Eddine Boubiche}
}
@article {6518,
	title = {A framework for spectrum harvesting in heterogeneous wireless networks integration},
	journal = {Journal of King Saud University-Computer and Information Sciences},
	volume = {33},
	number = {3},
	year = {2021},
	pages = {281-290},
	publisher = {Elsevier},
	isbn = {1319-1578},
	author = {Samir Gourdache and Azeddine Bilami and Kamel Barka}
}
@article {6519,
	title = {Heuristically accelerated reinforcement learning for channel assignment in wireless sensor networks},
	journal = {International Journal of Sensor Networks},
	volume = {37},
	number = {3},
	year = {2021},
	pages = {159-170},
	publisher = {Inderscience Publishers (IEL)},
	isbn = {1748-1279},
	author = {Sahraoui, Mohamed and Azeddine Bilami and Taleb-Ahmed, Abdelmalik}
}
@article {6521,
	title = {Industrial IoT middleware using a multi-agent system for consistency-based diagnostic in cement factory},
	journal = {International Journal of Autonomous and Adaptive Communications Systems},
	volume = {14},
	number = {3},
	year = {2021},
	pages = {291-310},
	publisher = {Inderscience Publishers (IEL)},
	isbn = {1754-8632},
	author = {Ayoub Benayache and Azeddine Bilami and Benaggoune, Khaled and Hayet Mouss}
}
@article {6523,
	title = {Securing human-to-thing interactions in the Internet of Things with asymmetric and selective mechanism},
	journal = {Security and Privacy},
	volume = {4},
	number = {5},
	year = {2021},
	pages = {e38},
	publisher = {Wiley Online Library},
	isbn = {2475-6725},
	author = {Somia Sahraoui and Azeddine Bilami}
}
@article {6524,
	title = {CARTEE: congestion avoidance with reliable transport and energy efficiency for multimedia applications in wireless sensor networks},
	journal = {Wireless Networks},
	volume = {26},
	number = {3},
	year = {2020},
	pages = {1803-1822},
	publisher = {Springer},
	isbn = {1572-8196},
	author = {Abderrezak Benyahia and Azeddine Bilami and Maamar Sedrati}
}
@inbook {6525,
	title = {A Cross-Layer Fault Tolerant Protocol with Recovery Mechanism for Clustered Sensor Networks},
	booktitle = {Sensor Technology: Concepts, Methodologies, Tools, and Applications},
	year = {2020},
	pages = {197-220},
	publisher = {IGI Global},
	organization = {IGI Global},
	author = {Yasmine Djebaili and Azeddine Bilami}
}
@article {3823,
	title = {A framework for spectrum harvesting in heterogeneous wireless networks integration},
	journal = {Journal of King Saud University - Computer and Information Sciences},
	year = {2019},
	abstract = {
	Today{\textquoteright}s, and near future, communication networks rely heavily on capacity expansion to keep pace with the massive number of mobile devices and ever-increasing mobile traffic. This expansion can be achieved through three major ingredients, namely, adding more wireless-spectrum, efficient usage of this spectrum, and adequate networks{\textquoteright} architectures. In this paper, a proposition for integrating these three ingredients in a cognitive-radio-inspired framework is presented. The focus is on the integration of the idle spectrum resources of different\&nbsp;wireless networks\&nbsp;into a single mobile heterogeneous wireless network. This framework is based on a conceptual network-architecture articulated with a generic and cooperative spectrum-harvesting scheme. The former brings the necessary agility for such heterogeneous environments, the latter keeps the network supplied with the vital spectrum resources. In our proposal, we make use of cross-correlated sequences (CCSs) for context-aware events{\textquoteright} signaling purposes. This choice is motivated by the particularly interesting characteristics of CCSs, namely, duration shortness, robustness to bad radio conditions, detection rather than decoding, and\&nbsp;low probability\&nbsp;of\&nbsp;collision. As an illustration, we propose a reporting and detection scheme, in the context of OFDMA systems, and provide performance results from simulations to validate our proposal.

},
	author = {Samir Gourdache and Azeddine Bilami and Kamel Barka}
}
@article {3816,
	title = {EDAK: An Efficient Dynamic Authentication and Key Management Mechanism for heterogeneous WSNs},
	journal = {Future Generation Computer Systems},
	volume = {92},
	year = {2019},
	pages = {789-799},
	abstract = {
	Securing the network communication represents one of the most important challenges in\&nbsp;wireless sensor networks. The key distribution problem has been widely discussed in classical wireless sensor networks contrarily to heterogeneous ones. HWSNs (Heterogeneous Wireless Sensor Networks) have optimized the network capability and opened new security opportunities by introducing high resource capacity\&nbsp;sensor nodes\&nbsp;in the network. In this paper, an efficient dynamic\&nbsp;authentication\&nbsp;and\&nbsp;key Management scheme\&nbsp;is proposed for heterogeneous WSN. The main idea is to provide a single lightweight protocol for both authentication and key establishment while optimizing the security level. The key distribution algorithm is based on preexisting information to generate dynamic keys and does not require any secure channel and sharing phase which improves the security, energy efficiency and reduces the memory consumption. Experimental results have confirmed the performances of our mechanism compared to some of the existing security protocols.

},
	author = {Samir Athmani and Azeddine Bilami and Djallel Eddine Boubiche}
}
@article {3815,
	title = {MsM: A microservice middleware for smart WSN-based IoT application},
	journal = {Journal of Network and Computer Applications},
	volume = {144},
	year = {2019},
	pages = {138-154},
	abstract = {
	Actually, wireless sensor networks represent a substantial part in IoT. However, their limitation requires a special consideration in IoT applications. For their integration with the internet, it is necessary to adapt such networks using different middleware, with taking into account various challenges such as heterogeneity and interoperability.



	Previously Service Oriented Architecture (SOA) was the suitable design, but with a better practice, a new design called microservice becomes the leader due to its high performance and its suitability for IoT applications.



	In this paper, we first survey the most important middleware that have been proposed to handle WSN through IoT. Also, we discuss the most crucial microservices that handle different integration factors by making them supported by the proposed middleware. Our proposal is inspired from artificial neural network architecture to allow dynamic service interaction; it supports unlimited services with a regard to various device capabilities separately of the cloud technologies. Moreover, the evaluation of our design clearly shows that our middleware allows a lightweight WSN integration with IoT regarding to their limitations and requirements.

},
	author = {Ayoub Benayache and Azeddine Bilami and Sami Barkat and Pascal Lorenz and Hafnaoui Taleb}
}
@article {3834,
	title = {Sensor-based wearable system for the detection and automatic treatment of nocturnal hypoglycaemia},
	journal = { Healthcare Technology Letters },
	volume = {5},
	number = {6},
	year = {2018},
	pages = {239 - 241},
	abstract = {
	Diabetic patients are prone to daily and severe health-related risks, namely hyper and hypoglycaemia. Hypoglycaemia phenomenon happens when the glucose level in patient{\textquoteright}s blood is lower than a well-determined sill. It may induce serious impacts, such as functional brain failure or even the death. Hypoglycaemia is especially dangerous when it occurs during the night while the patient is asleep because it becomes difficult to be detected by the patient itself or other persons around him. While all existing sensor-based solutions are detection-only driven, the proposed solution goes beyond and attempts to treat autonomously, and at low cost, the nocturnal hypoglycaemia. The presented system detects the nocturnal hypoglycaemia phenomenon based on accelerated heart-rate symptom and a progressive detection algorithm. The system treats then the detected nocturnal hypoglycaemia throughout safe and automatic injection of glucagon.

},
	author = {Somia Sahraoui and Sofiane Sahraoui and Oussama Benbousa and Ahmed-Sami Berkani and Azeddine Bilami}
}
@article {3832,
	title = {A Cross-Layer Fault Tolerant Protocol with Recovery Mechanism for Clustered Sensor Networks},
	journal = {International Journal of Distributed Systems and Technologies (IJDST) },
	volume = {9},
	number = {1},
	year = {2018},
	pages = {22},
	abstract = {
	This article describes how fault tolerance is an essential issue for many WSN (Wireless Sensor Network) applications such as wildlife monitoring, battlefield surveillance and health monitoring. It represents a great challenge for researchers regarding to the characteristics of sensor nodes which are prone to failures due essentially to their limited resources. Faults may occur, not only when sensor nodes exhaust their energy, but also when the congestion phenomenon emerges, because of a high traffic in the network and limited storage capacity of the sensor nodes. In order to support fault tolerance in WSNs, the authors propose a new scheme which incorporates a link quality estimation algorithm and a congestion detection mechanism to enable nodes that present high quality links to be chosen for routing in a non-congested area in case of faults. Evaluations through simulations under NS2 show that our proposed protocol tolerates faults with a minimum cost relatively to HEEP protocol and improves network{\textquoteright}s performances comparatively to other fault tolerant protocols such as EF-LEACH.

},
	author = {Yasmine Djebaili and Azeddine Bilami}
}
@article {3831,
	title = {A fuzzy trust-based routing model for mitigating the misbehaving nodes in mobile ad hoc networks},
	journal = {International Journal of Intelligent Computing and Cybernetics},
	year = {2018},
	abstract = {
	Security is one of the major challenges in the design and implementation of protocols for mobile ad hoc networks (MANETs). In such systems, the cooperation between nodes is one of the important principles being followed in the current research works to formulate various security protocols. Many existing works assume that mobile nodes will follow prescribed protocols without deviation. However, this is not always the case, because these networks are subjected to a variety of malicious attacks. Since there are various models of attack, trust routing scheme can guarantee security and trust of the network. The purpose of this paper is to propose a novel trusted routing model for mitigating attacks in MANETs.

},
	author = {Abdesselem Beghriche and Azeddine Bilami}
}
@article {3825,
	title = {Spectrum harvesting for heterogeneous wireless networks integration},
	journal = {Wireless Networks},
	volume = {26},
	number = {1},
	year = {2018},
	pages = {431{\textendash}447},
	abstract = {
	Massive capacity demand is a major impetus behind the advances, in various ways, of today and near future wireless communication networks. To face this challenge, more wireless spectrum is needed, efficient usage of this spectrum is necessary, and adequate architectures are required. In this paper, we present a conceptual solution based on a cognitive-radio-inspired cellular network, for integrating idle spectrum resources of different wireless networks into a single mobile heterogeneous wireless network. We describe the conceptual architecture of this integrating network, referred to as Integrating cognitive-radio-inspired cellular network (I-CRICNet), and present a cooperative spectrum-harvesting scheme that keeps the former supplied with spectrum resources. In the latter scheme, we make extensive use of cross-correlated sequences (CSSs), for events signaling purposes. This choice is motived by the particularly interesting characteristics of the CSSs, namely, duration shortness, robustness to bad radio conditions, detection rather than decoding, and low probability of collision. As an illustration, we propose a reporting and detection scheme, in the context of OFDMA systems, and provide performance results from simulations to validate our proposal.

},
	author = {Samir Gourdache and Azeddine Bilami and Kamel Barka}
}
@article {3824,
	title = {CARTEE: congestion avoidance with reliable transport and energy efficiency for multimedia applications in wireless sensor networks},
	journal = {Wireless Networks},
	volume = {26},
	number = {167},
	year = {2018},
	pages = {1{\textendash}20},
	abstract = {
	Reliable data transport is an essential requirement for many multimedia applications in wireless sensor networks. Actually, an efficient transport protocol for these applications must take into account not only reliability and energy consumption factors but also memory occupancy and data delivery delay. Recently, many research works have been conducted in this area, however the proposed protocols treat some of these aspects and neglect others. Contrarily, in this paper we present a novel transport solution designed to provide 100\% reliability without making light of other factors. Through different mechanisms, we attempt to reach this objective with congestion avoidance and good performances in terms of energy consumption, delivery delay, and memory storage. The proposed protocol, called congestion avoidance with reliable transmission and energy efficiency (CARTEE), attains these goals through several mechanisms, namely: fixed sliding window transmission, alternative implicit/explicit acknowledgement, a new congestion detection technique, and distributed transmission rate adjustment. To evaluate the proposed protocol, we have conducted simulations using ns-3. The obtained results confirm the efficiency and scalability of CARTEE and demonstrate that it outperforms the recent proposed transport protocols in terms of reliability, congestion avoidance, data cache occupancy, and latency.

},
	author = {Abderrezak Benyahia and Azeddine Bilami and Maamar Sedrati}
}
@article {3836,
	title = {Cross-layer energy efficient protocol for QoS provisioning in wireless sensor network},
	journal = { International Journal of Systems, Control and Communications},
	volume = {8},
	number = {3},
	year = {2017},
	abstract = {
	Ensuring (QoS) in wireless sensor networks (WSNs) is a challenging issue due to the lack of resources and energy exhausting of sensor nodes. In this paper we propose a new QoS aware routing protocol for multi-hop wireless sensor networks based on cross-layer interaction between the network, MAC and physical layers. At physical layer, a link quality estimator is studied for the purpose of evaluating link quality. At MAC layer, a differentiated services mechanism is used to distinguish between real time and non-real time packets and to allocate more channel resources for real time traffic; TDMA slots also have been modified to allocate more and earlier slots to real time packets. At network layer, a routing path selection algorithm is introduced for QoS optimisation. Simulation results show that our proposed protocol improves network{\textquoteright}s performances in terms of energy efficiency and QoS.

},
	author = {Amal Bourmada and Azeddine Bilami}
}
@article {3835,
	title = {MONet: A framework for self-adaptive energy-aware middleware for dynamic wireless sensor network},
	journal = {International Journal of Pervasive Computing and Communications},
	year = {2017},
	abstract = {
	The purpose of this paper is to ensure power efficiency in wireless sensor networks (WSNs) through a new framework-oriented middleware, based on a biologically inspired mechanism that uses an evolutionary multi-objective optimization algorithm. The authors call this middleware framework multi-objective optimization for wireless sensor networks (MONet).

},
	author = {Kamel Barka and Azeddine Bilami and Samir Gourdache}
}
@article {3833,
	title = {A dynamic self-organising heterogeneous routing protocol for clustered WSNs},
	journal = { International Journal of Wireless and Mobile Computing},
	volume = {12},
	number = {2},
	year = {2017},
	abstract = {
	Many self-adaptation routing schemes have been proposed for sensor networks. The most relevant of them consider a hierarchical topology and aim to meet energy conservation and QoS requirements in a homogeneous environment. In such networks, one specific algorithm is commonly applied by all nodes inside clusters. Contrarily, in this paper, we propose a heterogeneous routing by applying different strategies according to specific parameters at the same time inside different clusters. Moreover, each cluster can adopt different strategies at different moments under different conditions. This approach leads to a new self-adaptation protocol based on heterogeneity of the routing process in a multi-hop clustering WSN. The proposal uses a set of mechanisms that have been adopted in well-known protocols (HEEP, APTEEN, LEACH, PEGASIS, etc.) taking into account their strengths and weaknesses. Simulations under NS2 show that our proposal, based on heterogeneous routing protocol, prolongs the network lifetime with different ratios compared to HEEP, PEGASIS and others.

},
	author = {Miloud Naidja and Azeddine Bilami}
}
@proceedings {6377,
	title = {Toward Adaptive Data Aggregation Protocols in Wireless Sensor Networks},
	journal = {Proceedings of the International Conference on Internet of things and Cloud Computing(ICC {\textquoteright}16)},
	year = {2016},
	abstract = {
	Data aggregation has emerged as a basic concept in wireless sensor networks. By combining data and eliminating redundancy, this concept showed its effectiveness in terms of reducing resources consumption. The data aggregation problem is not new and has been widely studied in wireless sensor networks. However, most of the proposed solutions are based on a static data aggregation scheme and do not consider the network constraints evolution such as energy bandwidth, overhead and transmission delay. To dynamically optimize the tradeoff between the data aggregation process and the network constraints, a new paradigm has been introduced recently named the feedback control system. The main idea is to adapt the data aggregation degree to the environment changes and the sensor network applications. The feedback control for data aggregation remains relatively a new research area and only few works have introduced this concept. Therefore this work points out this research field by surveying the different existing protocols.

},
	author = {Djallel Eddine Boubiche and Sabrina Boubiche and Azeddine Bilami and Homero Toral-Cruz}
}
