Journal of Sensor and Actuator Networks

17 pages, 4542 KiB

Open AccessFeature PaperArticle

Activity Classification Feasibility Using Wearables: Considerations for Hip Fracture

by Akash Gupta, Adnan Al-Anbuky and Peter McNair

J. Sens. Actuator Netw. 2018, 7(4), 54; https://doi.org/10.3390/jsan7040054 - 17 Dec 2018

Cited by 9 | Viewed by 7685

Falls in the elderly are a common health issue that can involve severe injuries like hip fractures, requiring considerable medical attention, and subsequent care. Following surgery, physiotherapy is essential for strengthening muscles, mobilizing joints and fostering the return to physical activities. Ideally, physiotherapy [...] Read more.

Falls in the elderly are a common health issue that can involve severe injuries like hip fractures, requiring considerable medical attention, and subsequent care. Following surgery, physiotherapy is essential for strengthening muscles, mobilizing joints and fostering the return to physical activities. Ideally, physiotherapy programmes would benefit from active home-based monitoring of the elderly patients’ daily activities and exercises. This paper aims at providing a preliminary analysis addressing three key research questions. First, what are the key involved activities (at-hospital, home exercises, and activities of daily living) during the post-operative hip fracture rehabilitation process? Second, how can one monitor and identify a range of leg exercises accurately? Last, what is the most suitable sensor location that can categorize the majority of the physical activities thought to be important during the rehabilitation programme? During preliminary testing, it was noted that a standard deviation of the acceleration signal was suitable for classification of static activities like sitting, whereas classification of the ambulatory activities like walking, both the frequency content and related amplitude of the acceleration signal, plays a significant role. The research findings suggest that the ankle is an appropriate location for monitoring most of the leg movement physical activities. Full article

(This article belongs to the Special Issue Sensor and Actuator Networks: Feature Papers)

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12 pages, 2704 KiB

Open AccessArticle

Control of Power Electronics through a Photonic Bus: Feasibility and Prospects

by Paolo Savio, Anantaram Varatharajan, Erasmo Vizzaccaro, Sherif Abdelfattah, Giuseppe Franco, Silvio Abrate, Gianmario Pellegrino and Vittorio Curri

J. Sens. Actuator Netw. 2018, 7(4), 53; https://doi.org/10.3390/jsan7040053 - 3 Dec 2018

Cited by 1 | Viewed by 7108

Abstract

The ubiquitous diffusion of Power Electronic Converters (PECs) in many fields of application including traction and energy conversion suggests the possibility of new and better integration of advanced power conversion and Information and Communication Technology (ICT) services. This work investigates the possible advancements [...] Read more.

The ubiquitous diffusion of Power Electronic Converters (PECs) in many fields of application including traction and energy conversion suggests the possibility of new and better integration of advanced power conversion and Information and Communication Technology (ICT) services. This work investigates the possible advancements in the use of optical communication links made of plastic optical fibers for control of PECs. The optical communication link connects the switching control to the converter control, following the line of separation between the expertise of power electronic and control engineers. Control wise, a PEC is a black box compatible with any off-board controller, now immune from the Electromagnetic Interference (EMI) produced by the power switches. The redundant optical link is ready for the high switching and sampling frequencies, made possible by relying on SiC power semiconductor devices (100+ kHz). Distributed control of multiple PEC units and advanced telemetry for diagnostics and prognostics are targeted. A proof-of-concept demonstrator is presented and tested. Moreover, the possible evolution towards a power electronic cloud with remote management and orchestration is described. Full article

(This article belongs to the Special Issue Optical Technologies for IoT, Smart Industry, and Smart Infrastructures)

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16 pages, 1010 KiB

Open AccessArticle

Networking of Multi-Robot Systems: Architectures and Requirements

by Imad Jawhar, Nader Mohamed, Jie Wu and Jameela Al-Jaroodi

J. Sens. Actuator Netw. 2018, 7(4), 52; https://doi.org/10.3390/jsan7040052 - 30 Nov 2018

Cited by 16 | Viewed by 10975

Abstract

A large number of advancements have taken place in microprocessor-based systems leading to significantly more processing, memory, storage, sensing, actuating, recognition, controlling and communication capabilities. Robotics is one of the areas that have benefited a lot from these advancements. Many important and useful [...] Read more.

A large number of advancements have taken place in microprocessor-based systems leading to significantly more processing, memory, storage, sensing, actuating, recognition, controlling and communication capabilities. Robotics is one of the areas that have benefited a lot from these advancements. Many important and useful applications for single-robot and multi-robot systems (MRS) have emerged. Such applications include search and rescue, detection of forest fires, mining, construction, disaster management, and many more. MRS systems greatly enhance the capabilities and effectiveness of today’s robots. They extend the robotic system capabilities by increasing the ability to perform more complex tasks and allow performance of inherently distributed ones. In addition, they increase parallelism, enhance robustness, and improve system reliability. However, to perform their tasks in an effective manner, communication between the individual robots becomes an essential component. In this paper, we discuss the various types and architectures of MRS systems and focus on the networking issues, and services that are required to enable MRS systems to be more efficient in performing their roles in their respective applications. We also identify the similarities and differences between mobile ad hoc networks (MANETs) and MRS systems, analyze robot-to-robot (R2R) and robot-to-infrastructure (R2I) communication links, and identify the protocols that can be used at the various levels in the MRS hierarchy. Full article

(This article belongs to the Special Issue Sensor and Actuator Networks: Feature Papers)

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26 pages, 785 KiB

Open AccessArticle

Design and Analysis of Adaptive Hierarchical Low-Power Long-Range Networks

by Dimitrios Amaxilatis and Ioannis Chatzigiannakis

J. Sens. Actuator Netw. 2018, 7(4), 51; https://doi.org/10.3390/jsan7040051 - 27 Nov 2018

Cited by 7 | Viewed by 6941

Abstract

A new phase of evolution of Machine-to-Machine (M2M) communication has started where vertical Internet of Things (IoT) deployments dedicated to a single application domain gradually change to multi-purpose IoT infrastructures that service different applications across multiple industries. New networking technologies are being deployed [...] Read more.

A new phase of evolution of Machine-to-Machine (M2M) communication has started where vertical Internet of Things (IoT) deployments dedicated to a single application domain gradually change to multi-purpose IoT infrastructures that service different applications across multiple industries. New networking technologies are being deployed operating over sub-GHz frequency bands that enable multi-tenant connectivity over long distances and increase network capacity by enforcing low transmission rates to increase network capacity. Such networking technologies allow cloud-based platforms to be connected with large numbers of IoT devices deployed several kilometres from the edges of the network. Despite the rapid uptake of Long-power Wide-area Networks (LPWANs), it remains unclear how to organize the wireless sensor network in a scaleable and adaptive way. This paper introduces a hierarchical communication scheme that utilizes the new capabilities of Long-Range Wireless Sensor Networking technologies by combining them with broadly used 802.11.4-based low-range low-power technologies. The design of the hierarchical scheme is presented in detail along with the technical details on the implementation in real-world hardware platforms. A platform-agnostic software firmware is produced that is evaluated in real-world large-scale testbeds. The performance of the networking scheme is evaluated through a series of experimental scenarios that generate environments with varying channel quality, failing nodes, and mobile nodes. The performance is evaluated in terms of the overall time required to organize the network and setup a hierarchy, the energy consumption and the overall lifetime of the network, as well as the ability to adapt to channel failures. The experimental analysis indicate that the combination of long-range and short-range networking technologies can lead to scalable solutions that can service concurrently multiple applications. Full article

(This article belongs to the Special Issue Sensor and Actuator Networks: Feature Papers)

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21 pages, 1944 KiB

Open AccessFeature PaperArticle

An Adaptive Beamforming Time with Round-Robin MAC Algorithm for Reducing Energy Consumption in MANET

by Vincenzo Inzillo, Floriano De Rango, Alfonso A. Quintana and Amilcare F. Santamaria

J. Sens. Actuator Netw. 2018, 7(4), 50; https://doi.org/10.3390/jsan7040050 - 23 Nov 2018

Cited by 6 | Viewed by 6698

Abstract

The use of smart antenna systems (SASs) in mobile ad hoc networks (MANETs) has been promoted as the best choice to improve spatial division multiple access (SDMA) and throughput. Although directional communications are expected to provide great advantages in terms of network performance, [...] Read more.

The use of smart antenna systems (SASs) in mobile ad hoc networks (MANETs) has been promoted as the best choice to improve spatial division multiple access (SDMA) and throughput. Although directional communications are expected to provide great advantages in terms of network performance, directional MAC (medium access control) protocols introduce several issues. One of the most known problems in this context is represented by the fact that, when attempting to solve or at least mitigate the problems introduced by these kinds of antennas especially at MAC layer, a large amount of energy consumption is achieved; for example, due to excessive retransmissions introduced by very frequently issue such as deafness and handoff. The expedients proposed in order to reduce these drawbacks attempting to limit beamforming time of nodes in cooperation with a round-robin scheduling can grant high performance in terms of fairness and throughput. However, the overall energy distribution in the network is not efficient due to static approach. In view of this, we propose adaptive beamforming time with round-robin MAC providing a dynamic assignment of the beamforming time with the aim to limit the waste of energy of nodes. The proposed approach provides benefits in terms of energy consumption distribution among nodes in sectorized antennas environments and, simultaneously, improves MAC packet performance. Full article

(This article belongs to the Special Issue Energy Management in Distributed Wireless Networks)

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5 pages, 185 KiB

Open AccessEditorial

Special Issue: Wireless Sensor and Actuator Networks for Smart Cities

by Burak Kantarci and Sema F. Oktug

J. Sens. Actuator Netw. 2018, 7(4), 49; https://doi.org/10.3390/jsan7040049 - 17 Nov 2018

Cited by 7 | Viewed by 6135

Abstract

Our lives are being transformed by the interplay between mobile networks, wireless communications, and artificial intelligence. [...] Full article

(This article belongs to the Special Issue Wireless Sensor and Actuator Networks for Smart Cities)

11 pages, 4813 KiB

Open AccessArticle

Tracking a Jammer in Wireless Sensor Networks and Selecting Boundary Nodes by Estimating Signal-to-Noise Ratios and Using an Extended Kalman Filter

by Waleed Aldosari and Mohamed Zohdy

J. Sens. Actuator Netw. 2018, 7(4), 48; https://doi.org/10.3390/jsan7040048 - 15 Nov 2018

Cited by 7 | Viewed by 7141

Abstract

This work investigates boundary node selection when tracking a jammer. A technique to choose nodes to track jammers by estimating signal-to-noise Ratio (SNR), jammer-to-noise ratio (JNR), and jammer received signal strength (JRSS) are introduced in this paper. We proposed a boundary node selection [...] Read more.

This work investigates boundary node selection when tracking a jammer. A technique to choose nodes to track jammers by estimating signal-to-noise Ratio (SNR), jammer-to-noise ratio (JNR), and jammer received signal strength (JRSS) are introduced in this paper. We proposed a boundary node selection threshold (BNST) algorithm. Every node can become a boundary node by comparing the SNR threshold, the average SNR estimated at the boundary node, and the received BNST value. The maximum sensing range, transmission range, and JRSS are the main parts of this algorithm. The algorithm is divided into three steps. In the first step, the maximum distance between two jammed nodes is found. Next, the maximum distance between the jammed node and its unjammed neighbors is computed. Finally, maximum BNST value is estimated. The extended Kalman filter (EKF) is utilized in this work to track the jammer and estimate its position in a different time step using selected boundary nodes. The experiment validates the benefits of selecting a boundary when tracking a jammer. Full article

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13 pages, 2342 KiB

Open AccessArticle

Open-Source Wireless Cloud-Connected Agricultural Sensor Network

by Daniel K. Fisher, Lisa K. Woodruff, Saseendran S. Anapalli and Srinavasa R. Pinnamaneni

J. Sens. Actuator Netw. 2018, 7(4), 47; https://doi.org/10.3390/jsan7040047 - 9 Nov 2018

Cited by 9 | Viewed by 8933

Abstract

Agricultural research involves study of the complex soil–plant–atmosphere–water system, and data relating to this system must be collected under often-harsh outdoor conditions in agricultural environments. Rapid advancements in electronic technologies in the last few decades, as well as more recent widespread proliferation and [...] Read more.

Agricultural research involves study of the complex soil–plant–atmosphere–water system, and data relating to this system must be collected under often-harsh outdoor conditions in agricultural environments. Rapid advancements in electronic technologies in the last few decades, as well as more recent widespread proliferation and adoption of electronic sensing and communications, have created many options to address the needs of professional, as well as amateur, researchers. In this study, an agricultural research project was undertaken to collect data and examine the effects of different agronomic practices on yield, with the objectives being to develop a monitoring system to measure soil moisture and temperature conditions in field plots and to upload the data to an internet website. The developed system included sensor nodes consisting of sensors and electronic circuitry to read and transmit sensor data via radio and a cellular gateway to receive node data and forward the data to an internet website via cellular infrastructure. Microcontroller programs were written to control the nodes and gateway, and an internet website was configured to receive and display sensor data. The battery-powered sensor nodes cost $170 each, including electronic circuitry and sensors, and they were operated throughout the cropping season with little maintenance on a single set of batteries. The solar-powered gateway cost $163 to fabricate, plus an additional cost of $2 per month for cellular network access. Wireless and cellular data transmissions were reliable, successfully transferring 95% of sensor data to the internet website. Application of open-source hardware, wireless data transfer, and internet-based data access therefore offers many options and advantages for agricultural sensing and monitoring efforts. Full article

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17 pages, 1145 KiB

Open AccessArticle

Opportunistically Exploiting Internet of Things for Wireless Sensor Network Routing in Smart Cities

by Shaza Hanif, Ahmed M. Khedr, Zaher Al Aghbari and Dharma P. Agrawal

J. Sens. Actuator Netw. 2018, 7(4), 46; https://doi.org/10.3390/jsan7040046 - 30 Oct 2018

Cited by 30 | Viewed by 7764

Abstract

With the emergence of Internet of Things (IoT), the research on Smart Cities with wireless sensor networks (WSNs) got leveraged due to similarities between objectives in both Smart City and IoT. Along with them, research in controlling WSN faces new challenges and opportunities [...] Read more.

With the emergence of Internet of Things (IoT), the research on Smart Cities with wireless sensor networks (WSNs) got leveraged due to similarities between objectives in both Smart City and IoT. Along with them, research in controlling WSN faces new challenges and opportunities for data aggregation and routing has received consistent focus from researchers. Yet new techniques are being proposed to address modern challenges in WSN and efficient resource utilization. Moreover, solutions are required to integrate existing deployed WSN with ever increasing numbers of IoT devices in Smart Cities, that benefit both. In this work, we present an approach for routing in a WSN, in which IoT is used opportunistically to reduce the communication overhead of the sensors. In our approach, WSN deployed in a Smart City interacts with the IoT devices to route the data to the sink. We build a prototype Integration Platform for the WSN that allows interaction with IoT devices and utilizes them opportunistically that results in an energy efficient routing of data. Simulation results show that the direction is quite promising and our approach offers to utilize IoT to gain unique advantages. Full article

(This article belongs to the Special Issue Wireless Sensor and Actuator Networks for Smart Cities)

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31 pages, 1642 KiB

Open AccessFeature PaperReview

Compressive Sensing-Based IoT Applications: A Review

by Hamza Djelouat, Abbes Amira and Faycal Bensaali

J. Sens. Actuator Netw. 2018, 7(4), 45; https://doi.org/10.3390/jsan7040045 - 22 Oct 2018

Cited by 61 | Viewed by 12052

Abstract

The Internet of Things (IoT) holds great promises to provide an edge cutting technology that enables numerous innovative services related to healthcare, manufacturing, smart cities and various human daily activities. In a typical IoT scenario, a large number of self-powered smart devices collect [...] Read more.

The Internet of Things (IoT) holds great promises to provide an edge cutting technology that enables numerous innovative services related to healthcare, manufacturing, smart cities and various human daily activities. In a typical IoT scenario, a large number of self-powered smart devices collect real-world data and communicate with each other and with the cloud through a wireless link in order to exchange information and to provide specific services. However, the high energy consumption associated with the wireless transmission limits the performance of these IoT self-powered devices in terms of computation abilities and battery lifetime. Thus, to optimize data transmission, different approaches have to be explored such as cooperative transmission, multi-hop network architectures and sophisticated compression techniques. For the latter, compressive sensing (CS) is a very attractive paradigm to be incorporated in the design of IoT platforms. CS is a novel signal acquisition and compression theory that exploits the sparsity behavior of most natural signals and IoT architectures to achieve power-efficient, real-time platforms that can grant efficient IoT applications. This paper assesses the extant literature that has aimed to incorporate CS in IoT applications. Moreover, the paper highlights emerging trends and identifies several avenues for future CS-based IoT research. Full article

(This article belongs to the Special Issue Empowering eHealth with Smart Internet of Things (IoT) Medical Devices)

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24 pages, 1136 KiB

Open AccessArticle

A Joint Routing and Channel Assignment Scheme for Hybrid Wireless-Optical Broadband-Access Networks

by Amitangshu Pal and Asis Nasipuri

J. Sens. Actuator Netw. 2018, 7(4), 44; https://doi.org/10.3390/jsan7040044 - 16 Oct 2018

Cited by 6 | Viewed by 6778

Abstract

In this paper, we investigate mechanisms for improving the quality of communications in wireless-optical broadband access networks (WOBAN), which present a promising solution to meet the growing needs for capacity of access networks. This is achieved by using multiple gateways and multi-channel operation [...] Read more.

In this paper, we investigate mechanisms for improving the quality of communications in wireless-optical broadband access networks (WOBAN), which present a promising solution to meet the growing needs for capacity of access networks. This is achieved by using multiple gateways and multi-channel operation along with a routing protocol that effectively reduces the effect of radio interference. We present a joint route and channel assignment scheme with the objective of maximizing the end-to-end probability of success and minimizing the end-to-end delay for all active upstream traffic in the WOBAN. Performance evaluations of the proposed scheme are presented using ns-2 simulations, which show that the proposed scheme improves the network throughput up to three times and reduces the traffic delay by six times in presence of 12 channels and four network interface cards (NICs), compared to a single channel scenario. Full article

(This article belongs to the Special Issue Optical Technologies for IoT, Smart Industry, and Smart Infrastructures)

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20 pages, 2948 KiB

Open AccessArticle

Context-Based Dynamic Meshed Backhaul Construction for 5G Heterogeneous Networks

by Gia Khanh Tran, Ricardo Santos, Hiroaki Ogawa, Makoto Nakamura, Kei Sakaguchi and Andreas Kassler

J. Sens. Actuator Netw. 2018, 7(4), 43; https://doi.org/10.3390/jsan7040043 - 2 Oct 2018

Cited by 14 | Viewed by 7246

Abstract

Five-G heterogeneous network overlaid by millimeter-wave (mmWave) access employs mmWave meshed backhauling as a promising cost-efficient backhaul architecture. Due to the nature of mobile traffic distribution in practice which is both time-variant and spatially non-uniform, dynamic construction of mmWave meshed backhaul is a [...] Read more.

Five-G heterogeneous network overlaid by millimeter-wave (mmWave) access employs mmWave meshed backhauling as a promising cost-efficient backhaul architecture. Due to the nature of mobile traffic distribution in practice which is both time-variant and spatially non-uniform, dynamic construction of mmWave meshed backhaul is a prerequisite to support the varying traffic distribution. Focusing on such scenario of outdoor dynamic crowd (ODC), this paper proposes a novel method to control mmWave meshed backhaul for efficient operation of mmWave overlay 5G HetNet through Software-Defined Network (SDN) technology. Our algorithm is featured by two functionalities, i.e., backhauling route multiplexing for overloaded mmWave small cell base stations (SC-BSs) and mmWave SC-BSs’ ON/OFF status switching for underloaded spot. In this paper, the effectiveness of the proposed meshed network is confirmed by both numerical analyses and experimental results. Simulations are conducted over a practical user distribution modeled from measured data in realistic environments. Numerical results show that the proposed algorithm can cope with the locally intensive traffic and reduce energy consumption. Furthermore, a WiGig (Wireless Gigabit Alliance certified) device based testbed is developed for Proof-of-Concept (PoC) and preliminary measurement results confirm the proposed dynamic formation of the meshed network’s efficiency. Full article

(This article belongs to the Special Issue Trends, Issues and Challenges toward 5G and beyond)

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33 pages, 20392 KiB

Open AccessArticle

Development and Experimental Evaluation of a Low-Cost Cooperative UAV Localization Network Prototype

by Salil Goel, Allison Kealy and Bharat Lohani

J. Sens. Actuator Netw. 2018, 7(4), 42; https://doi.org/10.3390/jsan7040042 - 20 Sep 2018

Cited by 12 | Viewed by 8229

Abstract

Precise localization is one of the key requirements in the deployment of UAVs (Unmanned Aerial Vehicles) for any application including precision mapping, surveillance, assisted navigation, search and rescue. The need for precise positioning is even more relevant with the increasing automation in UAVs [...] Read more.

Precise localization is one of the key requirements in the deployment of UAVs (Unmanned Aerial Vehicles) for any application including precision mapping, surveillance, assisted navigation, search and rescue. The need for precise positioning is even more relevant with the increasing automation in UAVs and growing interest in commercial UAV applications such as transport and delivery. In the near future, the airspace is expected to be occupied with a large number of unmanned as well as manned aircraft, a majority of which are expected to be operating autonomously. This paper develops a new cooperative localization prototype that utilizes information sharing among UAVs and static anchor nodes for precise positioning of the UAVs. The UAVs are retrofitted with low-cost sensors including a camera, GPS receiver, UWB (Ultra Wide Band) radio and low-cost inertial sensors. The performance of the low-cost prototype is evaluated in real-world conditions in partially and obscured GNSS (Global Navigation Satellite Systems) environments. The performance is analyzed for both centralized and distributed cooperative network designs. It is demonstrated that the developed system is capable of achieving navigation grade (2–4 m) accuracy in partially GNSS denied environments, provided a consistent communication in the cooperative network is available. Furthermore, this paper provides experimental validation that information sharing is beneficial to improve positioning performance even in ideal GNSS environments. The experiments demonstrate that the major challenges for low-cost cooperative networks are consistent connectivity among UAV platforms and sensor synchronization. Full article

(This article belongs to the Special Issue Localization in Wireless Sensor Networks)

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J. Sens. Actuator Netw., Volume 7, Issue 4 (December 2018) – 13 articles

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