4.6 Review

Big Data Collection in Large-Scale Wireless Sensor Networks

期刊

SENSORS
卷 18, 期 12, 页码 -

出版社

MDPI
DOI: 10.3390/s18124474

关键词

Wireless Sensor Networks; data collection; Big Data; IoT

资金

  1. PHC-Tassili [18MDU114]

向作者/读者索取更多资源

Data collection is one of the main operations performed in Wireless Sensor Networks (WSNs). Even if several interesting approaches on data collection have been proposed during the last decade, it remains a research focus in full swing with a number of important challenges. Indeed, the continuous reduction in sensor size and cost, the variety of sensors available on the market, and the tremendous advances in wireless communication technology have potentially broadened the impact of WSNs. The range of application of WSNs now extends from health to the military field through home automation, environmental monitoring and tracking, as well as other areas of human activity. Moreover, the expansion of the Internet of Things (IoT) has resulted in an important amount of heterogeneous data that are produced at an exponential rate. Furthermore, these data are of interest to both industry and in research. This fact makes their collection and analysis imperative for many purposes. In view of the characteristics of these data, we believe that very large-scale and heterogeneous WSNs can be very useful for collecting and processing these Big Data. However, the scaling up of WSNs presents several challenges that are of interest in both network architecture to be proposed, and the design of data-routing protocols. This paper reviews the background and state of the art of Big Data collection in Large-Scale WSNs (LS-WSNs), compares and discusses on challenges of Big Data collection in LS-WSNs, and proposes possible directions for the future.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Physics, Multidisciplinary

Solitonic rogue waves dynamics in a nonlinear electrical transmission line with the next nearest neighbor couplings?

Fabien Ndzana, Gabriel Djelah, Alidou Mohamadou

Summary: This paper investigates a nonlinear transmission network with next-nearest-neighbor couplings and describes the propagation dynamics of waves through the network using the reductive perturbation method in the semidiscrete limit. Analytic solitonic solutions for first and second order rogue waves in the system are predicted and analyzed. The effects of both next-nearest-neighbor couplings parameter and the strength of the linear potential on the dynamics of rogue waves through the network are also investigated.

CHINESE JOURNAL OF PHYSICS (2022)

Article Mathematics, Applied

Management of invasive cells in soft biological tissues through modulated nonlinear excitations: Long-range effects

W. Domgno Kuipou, A. Mohamadou

Summary: This paper investigates the contribution of long-range diffusion and diffusive stresses to cellular waves generated during an invasion in soft biological tissues. The mathematical model consists of three coupled nonlinear partial differential equations describing the spatiotemporal evolutions of cell density, extracellular matrix (ECM), and spatial displacements. The study reveals that the stability-instability transition in the system depends on the proliferation rate and long-range diffusion of cells, and the presence of temporal or spatiotemporal perturbations. Analytical solutions are constructed and their existence conditions are provided. The findings show that factors such as long-range diffusive stresses, proliferation, ECM production-degradation, and diffusion significantly modify the wave structure and the number of cells carried.

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION (2022)

Article Optics

Pyragas method and chaos in higher-order nonlinear Schrodinger equation in an optical fiber

M. Bahar, B. B. Mouhammadoul, C. G. L. Tiofack, Alim, A. Mohamadou

Summary: Various dynamic behaviors of the higher-order nonlinear Schrodinger equation in an optical fiber were investigated. The effects of self-phase modulation and quintic nonlinearity on the unperturbed system were addressed. The perturbed system was found to transition from a quasi-periodic state to a chaotic state, and this chaotic phenomenon can be controlled using the Pyragas method. This research has applications in broadband telecommunications, optical fiber doping, and information encryption.

EUROPEAN PHYSICAL JOURNAL D (2022)

Article Chemistry, Inorganic & Nuclear

Soil gas radon, indoor radon and its diurnal variation in the northern region of Cameroon

Sadjo, Takoukam Soh Serge Didier, Hamadou Yerima Abba, Vaskanglang Valentin, Saidou, Mohamadou Alidou

Summary: Soil gas radon and indoor radon measurements were conducted in northern Cameroon. The study found that the concentrations of radon in soil and indoor radon were relatively low, indicating no significant radiological risk for the inhabitants.

ISOTOPES IN ENVIRONMENTAL AND HEALTH STUDIES (2022)

Article Computer Science, Hardware & Architecture

Wien-Bridge Chaotic Oscillator Circuit with Inductive Memristor Bipole

K. Zourmba, C. Fischer, J. Y. Effa, B. Gambo, A. Mohamadou

Summary: This study presents a simple and feasible third-order chaotic oscillator by bridging an inductor to implement a memristor bipole with an active Wien-bridge oscillator. The dynamical characteristics of the proposed circuit are investigated theoretically and numerically, revealing an unstable equilibrium point and various behaviors such as limit cycle orbit, quasi-periodic behavior, chaotic behavior, and bursting behavior. The feasibility of the theoretical model is confirmed through Pspice simulations and a physical realization based on an electronic analog implementation of the model.

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS (2023)

Article Mechanics

Three-dimensional rogue waves and dust-acoustic dark soliton collisions in degenerate ultradense magnetoplasma in the presence of dust pressure anisotropy

D. V. Douanla, C. G. L. Tiofack, Alim, M. Aboubakar, A. Mohamadou, Wedad Albalawi, S. A. El-Tantawy, L. S. El-Sherif

Summary: This study investigates the oblique modulational instability and collisions of dust-acoustic dark solitons in a three-dimensional anisotropic magnetized plasma. The effects of pressure anisotropy, dust grain density, and magnetic field strength on the stability of modulated waves and the characteristics of rogue waves are explored. The findings provide insight into nonlinear wave dynamics and solitary wave interactions in dense astrophysical plasmas.

PHYSICS OF FLUIDS (2022)

Article Mathematics, Interdisciplinary Applications

Frequency modes of unstable spiral waves in two-dimensional Rosenzweig-MacArthur ecological networks

P. G. Legoya, A. S. Eteme, C. B. Tabi, A. Mohamadou, T. C. Kofane

Summary: This study discusses the existence of two frequency regimes in a two-dimensional ecological network, and derives an expression for the modulational instability growth rate of each frequency mode. Numerical simulations confirm the analytical results, and the impact of resource recruitment rate on dynamical behaviors and ecological implications are explored.

CHAOS SOLITONS & FRACTALS (2022)

Article Computer Science, Software Engineering

Cyber-Physical Urban Mobility Systems: Opportunities and Challenges in Developing Countries

Denis Awe Samalna, Justin Moskolai Ngossaha, Ado Adamou Abba Ari, Kolyang

Summary: Rapid population growth and increasing number of vehicles in cities have complicated urban mobility management. The integration of cyber-physical systems (CPS) supported by digitalization and wireless communication has shown potential in addressing these challenges. However, the context of developing countries poses specificities that need to be considered.

INTERNATIONAL JOURNAL OF SOFTWARE INNOVATION (2023)

Article Computer Science, Information Systems

M-Ary Direct Modulation Chirp Spread Spectrum for Spectrally Efficient Communications

Jocelyn Edinio Zacko Gbadoubissa, Ado Adamou Abba Ari, Emanuel Radoi, Abdelhak Mourad Gueroui

Summary: This paper investigates a spectrally efficient variant of CSS, which uses M-ary phase keying to modulate data and transmits the modulated symbols as overlapping chirps. The impact of inter-symbol interference caused by chirp signal overlapping is analyzed, and the bit error rate expression as a function of the number of overlaps is determined. The optimal number of overlapping symbols that corresponds to the minimum error probability is derived.

INFORMATION (2023)

Article Engineering, Multidisciplinary

Optimizing Relay Sensors in Large-Scale Wireless Sensor Networks: A Biologically Inspired Approach

Ado Adamou Abba Ari, Asside Christian Djedouboum, Arouna Ndam Njoya, Hamayadji Abdoul Aziz, Abdelhak Mourad Gueroui, Alidou Mohamadou, Ousmane Thiare, Nabila Labraoui

Summary: In recent years, the development of communication technologies and the Internet of Things (IoT) have led to the emergence of Big Data. The increasing amount of data poses challenges in data processing and management. Wireless sensors in large-scale networks offer a solution for Big Data collection. This paper proposes a mechanism based on the growth model of physarum polycephalum to evaluate and optimize relay sensors in large-scale wireless sensor networks (LS-WSNs), and the results show significant improvement in network lifetime.

INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH IN AFRICA (2023)

Proceedings Paper Computer Science, Artificial Intelligence

QoS Path Planning Strategy in Internet of Things

Awa Marah Nana, Arouna Ndam Njoya, Ado Adamou Abba Ari, Abdelhak Gueroui, Christopher Thron, Wahabou Abdou

Summary: In this paper, a path allocation strategy for flows considering network energy availability is proposed. The linear programming formulation is used to solve the path planning problem that includes multiple types of flows. The results demonstrate the effectiveness of the approach.

2022 16TH INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS, SITIS (2022)

Article Computer Science, Information Systems

Data Prediction Based Encoder-Decoder Learning in Wireless Sensor Networks

Arouna Ndam Njoya, Allassan A. Nken Tchangmena, Ado Adamou Abba Ari, Abdelhak Gueroui, Christopher Thron, Berthine Nyunga Mpinda, Ousmane Thiare, Emmanuel Tonye

Summary: Wireless sensor networks consist of large networks and sensor nodes with limited energy capacity. To reduce data traffic, data prediction methods that utilize the relationship between sensor nodes can be used. This study proposes a sequence to sequence data prediction model based on a convolutional neural network and an encoder-decoder model, which improves prediction accuracy and reduces network traffic and energy consumption.

IEEE ACCESS (2022)

Article Computer Science, Information Systems

DSMAC: Privacy-Aware Decentralized Self-Management of Data Access Control Based on Blockchain for Health Data

Hafida Saidi, Nabila Labraoui, Ado Adamou Abba Ari, Leandros A. Maglaras, Joel Herve Mboussam Emati

Summary: In recent years, there has been an increasing interest in using wireless communication technologies and mobile devices in healthcare, but patient privacy is still at risk for data breaches. Implementing an access control system is a challenge when the patient's data can be accessed by users with diverse privileges. Blockchain is a new technology that can address this issue, but it also faces scalability, security, and privacy challenges.

IEEE ACCESS (2022)

Proceedings Paper Computer Science, Information Systems

SAMA: Security-Aware Monitoring Approach for Location Abusing and UAV GPS-Spoofing Attacks on Internet of Vehicles

Messaoud Babaghayou, Nabila Labraoui, Ado Adamou Abba Ari, Nasreddine Lagraa, Mohamed Amine Ferrag, Leandros Maglaras

Summary: This paper presents a Security-Aware Monitoring Approach (SAMA) to protect vehicles against location abusing attacks. SAMA utilizes the concept of triangulation and data structures to provide accurate location estimation and efficient beacons collection.

COGNITIVE RADIO ORIENTED WIRELESS NETWORKS AND WIRELESS INTERNET (2022)

Article Physics, Multidisciplinary

Three-dimensional dissipative ion-acoustic rogue waves in magnetized plasma with adiabatic ions and nonextensive electrons

D. V. Douanla, Alim, C. G. L. Tiofack, A. Mohamadou, L. S. El-Sherif

Summary: The modulational instability of ion-acoustic rogue waves in a three-dimensional magnetized, dissipative plasma consisting of inertial warm positive ions and nonextensive electrons has been theoretically investigated. The (3+1)-dimensional modified nonlinear Schrodinger equation (mNLSE) including the dissipative term is derived and solved to obtain instability criteria and rogue wave solutions. The results reveal that increased viscosity leads to energy dissipation, resulting in shorter and thinner ion-acoustic rogue waves.

WAVES IN RANDOM AND COMPLEX MEDIA (2022)

暂无数据