Energy management solutions in the Internet of Things applications: Technical analysis and new research directions

By advancement of Internet of Things (IoT) technology in smart life such as smart city, smart home, smart healthcare and smart transportation, interconnections between smart things are growing that complicate evaluation of efficiency factors on the intelligent systems. Energy consumption as one of the most challenging issues is increasing with the growing IoT devices and existing interconnections between cloud data centers, mobile applications and human activities. Managing energy efficiency and power consumption is one of the important issues in green IoT-enabled technologies. This paper presents an overview on the energy management solutions in the IoT based on Systematic Literature Review (SLR). The main goal of this SLR-based overview is to recognize significant research trends in the field of energy management and power consumption techniques which need additional consideration to highlight more efficient and effective methods in IoT. Also, a taxonomy is proposed to categorize the existing research studies on energy management solutions. A statistical and technical analysis of reviewed existing papers are provided, and evaluation factors and attributes are discussed. We observed that variety of published research papers in smart home have highest percentage to evaluate energy management in the IoT. Also, deep learning and clustering methods are must popular techniques that were applied to evaluate the energy management in IoT case studies. Finally, new challenges and forthcoming issues of the energy management and efficient power consumption methods are presented.     

Visions and Ethics in Current Discourse on Human Enhancement

Since it is now broadly acknowledged that ethics should receive early consideration in discourse on emerging technologies, ethical debates tend to flourish even while new fields of technology are still in their infancy. Such debates often liberally mix existing applications with technologies in the pipeline and far-reaching visions. This paper analyses the problems associated with this use of ethics as “preparatory” research, taking discourse on human enhancement in general and on pharmaceutical cognitive enhancement in particular as an example. The paper will outline and discuss the gap between the scientific and technological state of the art and the ethical debates, pointing out epistemic problems in this context. Furthermore, it will discuss the future role of genuine ethical reflection in discourse on human enhancement, arguing also that such discourse needs to include a technology assessment—in the broad sense of the term—which encompasses, inter alia, anthropological perspectives and aspects of social theory.     

Emerging Technologies and Family Communication: The Case of International Students

Families with members living in different countries have embraced emerging technologies but little is known of the impact of mediated communication among these families. Economic globalization and the emergence of accessible information communication technologies have been parallel to the unprecedented number of higher education students who now travel abroad to study. Understanding the students’ experience may expand our knowledge on how the adoption of emerging technology is shaping transnational family relationships. In this study, international students were interviewed to share their perspectives of how mediated family communication may impact their wellbeing. Students from 14 countries and attending a university in Spain participated in 12 in-depth interviews and one focus group (n?=?10). Overall, the results suggest emerging technologies enable the maintenance of close relationships, foster a sense of connectedness, and help students to better adapt to a new environment. Students’ choices of technology are influenced by accessibility factors and cost. The type of relationship students have with their families seem to become more pronounced with interactions mediated by emerging technology. Since members of the younger generation may be more technologically literate than their predecessors, a shift in the role of who controls the use of and supplies advice about technology is manifest, with young adults advising parents about technology choices. Therefore, the control of the communication—i.e., frequency and length—is transferred from parents to students. According to students, mediated family exchanges strengthen their physical, emotional, and social wellbeing. However, the continuous availability of the technology among family members may also be stressful.     

Driver fatigue: The importance of identifying causal factors of fatigue when considering detection and countermeasure technologies

Driver fatigue is an ill-defined term in the literature. It has been broadly used to refer to a wide range of driver states, each with different causal mechanisms. Technologies currently exist which enable detection of driver fatigue and interventions that have the potential to dramatically reduce crash probability. The successful implementation of these technologies depends on the cause and type of fatigue experienced. Sleep-related (SR) forms of driver fatigue result from accumulated sleep debt, prolonged wakefulness or troughs in the circadian rhythms. SR fatigue is resistant to most intervention strategies. Conversely, technologies for detecting and countering task-related (TR) fatigue (caused by mental overload or underload) are proving to be effective tools for improving transportation safety. Methods of detecting and counteracting the various forms of driver fatigue are discussed. Emphasis is placed on examining the effectiveness of existing and emerging technologies for combating TR forms of driver fatigue.     

Assessing Security Technology’s Impact: Old Tools for New Problems

The general idea developed in this paper from a sociological perspective is that some of the foundational categories on which the debate about privacy, security and technology rests are blurring. This process is a consequence of a blurring of physical and digital worlds. In order to define limits for legitimate use of intrusive digital technologies, one has to refer to binary distinctions such as private versus public, human versus technical, security versus insecurity to draw differences determining limits for the use of surveillance technologies. These distinctions developed in the physical world and are rooted in a cultural understanding of pre-digital culture. Attempts to capture the problems emerging with the implementation of security technologies using legal reasoning encounter a number of problems since law is by definition oriented backwards, adapting new developments to existing traditions, whereas the intrusion of new technologies in the physical world produces changes and creates fundamentally new problems.     

Computer-assisted judgment: defining strengths and liabilities

Clinicians often fail to recognize limitations in their own subjective judgments, make use of well-developed mechanical-prediction methods, or carefully evaluate which computer-based aids warrant their consideration. This article addresses issues regarding computer-based test interpretations (CBTIs) and computer-based decision making. Comments highlight conclusions reached by other contributors to this Special Section, additional literature bearing on these observations, and implications for consumers of computer-assisted techniques and researchers developing or evaluating these methods. The future of computer-assisted assessment depends on educating clinicians and researchers to be better consumers of existing as well as emerging technologies in this domain.     

Ethical Design in the Internet of Things

Even though public awareness about privacy risks in the Internet is increasing, in the evolution of the Internet to the Internet of Things (IoT) these risks are likely to become more relevant due to the large amount of data collected and processed by the “Things”. The business drivers for exploring ways to monetize such data are one of the challenges identified in this paper for the protection of Privacy in the IoT. Beyond the protection of privacy, this paper highlights the need for new approaches, which grant a more active role to the users of the IoT and which address other potential issues such as the Digital Divide or safety risks. A key facet in ethical design is the transparency of the technology and services in how that technology handles data, as well as providing choice for the user. This paper presents a new approach for users’ interaction with the IoT, which is based on the concept of Ethical Design implemented through a policy-based framework. In the proposed framework, users are provided with wider controls over personal data or the IoT services by selecting specific sets of policies, which can be tailored according to users’ capabilities and to the contexts where they operate. The potential deployment of the framework in a typical IoT context is described with the identification of the main stakeholders and the processes that should be put in place.     

Assessing Expectations: Towards a Toolbox for an Ethics of Emerging Technologies

In recent years, several authors have argued that the desirability of novel technologies should be assessed early, when they are still emerging. Such an ethical assessment of emerging technologies is by definition focused on an elusive object. Usually promises, expectations, and visions of the technology are taken as a starting point. As Nordmann and Rip have pointed out in a recent article, however, ethicists should not take for granted the plausibility of such expectations and visions. In this paper, we explore how the quality of expectations on emerging technologies might be assessed when engaging in a reflection on the desirability of emerging technologies. We propose that an assessment of expectations’ plausibility should focus on statements on technological feasibility, societal usability, and desirability of the expected technology. Whereas the feasibility statement and, to a lesser extent, the usability statements are frequently quite futuristic, the claims on desirability, by contrast, often display a conservative stance towards the future. Assessing the quality of expectations and visions on behalf of emerging technologies requires, then, a careful and well-directed use of both skepticism and imagination. We conclude with a brief overview of the tools and methods ethicists could use to assess claims made on behalf of emerging technologies and improve the ethical reflection on them.     

Methods for Practising Ethics in Research and Innovation: A Literature Review,Critical Analysis and Recommendations

This paper provides a systematic literature review, analysis and discussion of methods that are proposed to practise ethics in research and innovation (R&I). Ethical considerations concerning the impacts of R&I are increasingly important, due to the quickening pace of technological innovation and the ubiquitous use of the outcomes of R&I processes in society. For this reason, several methods for practising ethics have been developed in different fields of R&I. The paper first of all presents a systematic search of academic sources that present and discuss such methods. Secondly, it provides a categorisation of these methods according to three main kinds: (1) ex ante methods, dealing with emerging technologies, (2) intra methods, dealing with technology design, and (3) ex post methods, dealing with ethical analysis of existing technologies. Thirdly, it discusses the methods by considering problems in the way they deal with the uncertainty of technological change, ethical technology design, the identification, analysis and resolving of ethical impacts of technologies and stakeholder participation. The results and discussion of our literature review are valuable for gaining an overview of the state of the art and serve as an outline of a future research agenda of methods for practising ethics in R&I.     

Formalization,implementation and validation of conversation policies using a protocol operational semantics

Coordination is crucial to the efficiency of multiagent systems. As it is traditionally achieved through message passing, agent communication languages (ACL) have become a major issue in the field. Yet, existing standard technologies, like KQML, are too rigid, and make too strong assumptions when defining their semantics. More importantly, they only allow the specification of individual messages, but hardly permit to deal with sequences of message exchanges—in other words conversations—which is unavoidable if one wants complex and yet efficient interactions to take place. Conversation policies should thus be heavily integrated with ACLs. We present a framework called POS (Protocol Operational Semantics), which is a unification and generalization of existing work on interaction protocols. It does allow the design (syntax and semantics) of dedicated ACLs together with policies or constraints over the use of messages. It is both powerful and particularly easy to implement. It is general enough to allow different types and granularities of constraints. Its similarity with traditional programming languages semantic specifications provides a basis for powerful validation of syntactic and semantic properties, some of which we present in this paper. As an illustration, we give an extended example of the formalization, implementation and validation of a non-trivial protocol, together with its dedicated ACL. Strangely enough, even though conversation policies is a hot topic in multiagent systems (numerous workshops are dedicated to this theme), very few papers deal with protocol validation. This paper makes an inventory of both syntactic and semantic properties conversation policies may satisfy and gives their possible definition. In order to highlight some of those properties we provide an application example and discuss related simulations.     

Participating Despite Questions: Toward a More Confident Participatory Technology Assessment

While the important challenges of public deliberations on emerging technologies are crucial to keep in mind, this paper argues that scholars and practitioners have reason to be more confident in their performance of participatory technology assessments (pTA). Drawing on evidence from the 2008 National Citizens’ Technology Forum (NCTF) conducted by the Center for Nanotechnology in Society at Arizona State University, this paper describes how pTA offers a combination of intensive and extensive qualities that are unique among modes of engagement. In the NCTF, this combination led to significant learning and opinion changes, based on what can be characterized as a high-quality deliberation. The quality of the anticipatory knowledge required to address emerging technologies is always contested, but pTAs can be designed with outcomes in mind—especially when learning is understood as an outcome.     

Psychological impact of remote combat/graphic media exposure among US Air Force intelligence personnel

Since 2001 there has been a significant increase in the use of intelligence, surveillance, and reconnaissance (ISR) analysis for tactical, operational, and strategic decision makers engaged in global operations. To meet this demand, US Air Force intelligence personnel participate in remote combat and graphic media exploitation operations (e.g., review of still imagery, video, and audio), the long-term psychological effects of which are not well understood. Research to date has focused primarily on outcomes related to how intelligence personnel work, versus the specifics of what they do. Military psychologists embedded in ISR units conducted studies to address this gap. Intelligence analysts participated in focus groups and surveys assessing the frequency of exposure, previous exposures to other potentially traumatic events, symptoms of PTSD, moral injury, and other psychosocial experiences. Results showed that exposure levels, albeit virtual, rivaled or exceeded those reported by a sample of special operations forces. Results also showed that specific types of exposures (e.g., witnessing US military casualties, civilian casualties, atrocities committed by the enemy) are related to increased posttraumatic stress and other sequelae that may not adequately be captured by standard posttraumatic stress disorder screening measures. The results contribute to the existing literature on posttraumatic stress, shed new light on the emerging construct of moral injury, and highlight challenges presented by remote combat and graphic media exploitation operations to force health sustainment and performance optimization. The authors provide directions for future research and recommendations for ongoing assessment, monitoring, and selection and training of ISR personnel.     

Locating Responsible Research and Innovation Within Access and Benefit Sharing Spaces of the Convention on Biological Diversity: the Challenge of Emerging Technologies

This paper reviews the location of Responsible Research and Innovation (RRI) approaches within the access and benefit sharing (ABS) policy spaces of the Convention on Biological Diversity (CBD) and Nagoya Protocol. We describe how a range of dialogues on ethical research practices found a home, almost inadvertently, within the ABS policy process. However, more recent RRI dialogues around emerging technologies have not been similarly absorbed into ABS policy, due in part to the original framing of ABS and associated definitional and scope issues. Consideration is given to the challenges posed to these policy processes by the transformative and rapid nature of scientific and technological change today, including the emerging field of synthetic biology. Drawing on experiences from regulating ABS, we emphasize that the integration of RRI into policies for new, emerging, or poorly understood activities such as synthetic biology faces deficiencies such as limits to government capacity, jurisdictional confusion, shortages in funds, and an absence of strategic approaches. We conclude that a coordinated combination of diverse policy processes within the CBD might provide an invaluable space for RRI dialogues on social justice, sustainability, biosafety, and other issues raised by emerging technologies.     

The Net in the Park

Ubiquitous Computing, Pervasive Computing, Physical Computing, Everyware, Tangible User Interface, and the Internet of Things all share the same viewpoint—a viewpoint that sees computers, phones, and game consoles as no longer being the only devices in our environment deemed worthy to embody computation and be connected. Each of these approaches focuses on slightly different aspects of the features and potentialities of the enabling technologies (i.e., Physical Computing focuses on the growing power of microcontrollers; IOT on the increasing influence of tagging systems; Everyware on the pervasiveness of the web through wired and wireless connections, etc.) We understand and place more emphasis on the similarities then the differences among these approaches, and at the same time, we try to address specific human activity issues by exploiting these new enabling technologies and visions. In the paper, we present a project, Wi-roni, that addresses two issues: in-person communication and the added value of being in a given location when accessing a given content. To this end, we considered in some detail the possibilities of three of these enabling technologies: ultrasound sensors, MEMS, and mash-up of Internet application. These technologies were chosen based on the nature of the human activity, and not vice versa. In Wi-roni, an Urban Architecture project located in the La Gora public park in Monteroni d'Arbia, a small village in the province of Siena (Italy), we developed two interconnect solutions: Wi-wave, a column for accessing web audio content in public spaces, and Wi-swing, a children’s swing that tells stories while swinging. These devices represent both the concrete grounds from which to begin to address the abovementioned human activity issues and the playground in which to explore the new, emerging interaction modalities that the enabling technologies could allow.     

The emergence of Cognitive Hearing Science

Cognitive Hearing Science or Auditory Cognitive Science is an emerging field of interdisciplinary research concerning the interactions between hearing and cognition. It follows a trend over the last half century for interdisciplinary fields to develop, beginning with Neuroscience, then Cognitive Science, then Cognitive Neuroscience, and then Cognitive Vision Science. A common theme is that an interdisciplinary approach is necessary to understand complex human behaviors, to develop technologies incorporating knowledge of these behaviors, and to find solutions for individuals with impairments that undermine typical behaviors. Accordingly, researchers in traditional academic disciplines, such as Psychology, Physiology, Linguistics, Philosophy, Anthropology, and Sociology benefit from collaborations with each other, and with researchers in Computer Science and Engineering working on the design of technologies, and with health professionals working with individuals who have impairments. The factors that triggered the emergence of Cognitive Hearing Science include the maturation of the component disciplines of Hearing Science and Cognitive Science, new opportunities to use complex digital signal-processing to design technologies suited to performance in challenging everyday environments, and increasing social imperatives to help people whose communication problems span hearing and cognition. Cognitive Hearing Science is illustrated in research on three general topics: (1) language processing in challenging listening conditions; (2) use of auditory communication technologies or the visual modality to boost performance; (3) changes in performance with development, aging, and rehabilitative training. Future directions for modeling and the translation of research into practice are suggested.     

An improved energy efficient cluster head selection protocol using the double cluster heads and data fusion methods for IoT applications

The more energy consumption is the major issue for wireless sensor network. In wireless sensor network (WSN), sensor nodes are fixed in various routing algorithms. In the same networks, mobile sensor and fixed sensor nodes are combine and its used in few applications. The function is corruption while mobility was achieved, since these nodes have minimum battery power, lower range of communication and a lessor amount of memory. To overcome this issue, Improved Energy Efficient Cluster Head Selection protocol (IEECHS-WSN) is proposed, in these technique is used to transfer the received information by using energy efficient routing protocol. In the CH election method, two cluster heads are selected in a separated cluster and its work in various functions, this can be prolong the network lifetime and decrease the energy consumption of IoT applications. Proposed technique is described on clustering of dual CHs in the method of data fusion for data entropy. This information entropy is used for fusion and classification, the result of fusion and classification are accurate and efficient for data transmission. Our proposed IEECHS protocol has better throughput, lifetime of network and energy consumption compared than the existing technique.     

Emerging Adults’ Perceptions of Acceptable Behaviors Prior to Forming a Committed, Dating Relationship

Recent available research demonstrates the pervasive use of communication technologies among emerging adults. The utilization of such digital media has redefined the process of contemporary coupling. The determination of appropriate behaviors in pre-romantic relationships differs on the basis of a variety of intrapersonal variables. This study examines the intrapersonal constructs of gender and religious involvement in the determination of acceptable pre-romantic relationship behaviors. Researchers collected data from 1,003 participants (aged 18–25) through an online survey about communication technology and “acceptable” dating behaviors. Data were analyzed using chi-square testing in and between independent variable groups to determine significance. Significant differences in gender and religious involvement were discovered. Application of findings is presented, and future directions for research are set forth.     

Technologies émergentes et transformations digitales de l’activité : enjeux pour l’activité et la santé au travail

The question of the introduction of emerging technologies and their incessant renewal in organizations basically refers to the place and role that these devices play in activity, as well as how they can affect activity and health at work … Thought as a prospective reflection trying to grasp the logic and the modalities of the digital transformations in progress, the ambition of this paper is: (i) first, identify and characterize the emerging technologies that are deployed in the company; (ii) discuss their impact on the activity and well-being of employees, showing the uses and paradoxical effects that these devices can have on work; and (iii) finally think about the psychosocial function of these devices as potential health and business development operators.     

Creating Inquiry Between Technology Developers and Civil Society Actors: Learning from Experiences Around Nanotechnology

Engaging civil society actors as knowledgeable dialogue partners in the development and governance of emerging technologies is a new challenge. The starting point of this paper is the observation that the design and orchestration of current organized interaction events shows limitations, particularly in the articulation of issues and in learning how to address the indeterminacies that go with emerging technologies. This paper uses Dewey’s notion of ‘publics’ and ‘reflective inquiry’ to outline ways of doing better and to develop requirements for a more productive involvement of civil society actors. By studying four novel spaces for interaction in the domain of nanotechnology, this paper examines whether and how elements of Dewey’s thought are visible and under what conditions. One of the main findings is that, in our society, special efforts are needed in order for technology developers and civil society actors to engage in a joint inquiry on emerging nanotechnology. Third persons, like social scientists and philosophers, play a role in this respect in addition to external input such as empirically informed scenarios and somewhat protected spaces.     

Specificity and Engagement: Increasing ELSI’s Relevance to Nano–Scientists

Scholars studying the ethical, legal, and social issues (ELSI) associated with emerging technologies maintain the importance of considering these issues throughout the research and development cycle, even during the earliest stages of basic research. Embedding these considerations within the scientific process requires communication between ELSI scholars and the community of physical scientists who are conducting that basic research. We posit that this communication can be effective on a broad scale only if it links societal issues directly to characteristics of the emerging technology that are relevant to the physical and natural scientists involved in research and development. In this article, we examine nano-ELSI literature from 2003 to 2010 to discern the degree to which it makes these types of explicit connections. We find that, while the literature identifies a wide range of issues of societal concern, it generally does so in a non-specific manner. It neither links societal issues to particular forms or characteristics of widely divergent nanotechnologies nor to any of the many potential uses to which those nanotechnologies may be put. We believe that these kinds of specificity are essential to those engaged in nano-scale research. We also compare the literature-based findings to observations from interviews we conducted with nanoscientists and conclude that ELSI scholars should add technical- and application-related forms of specificity to their work and their writings to enhance effectiveness and impact in communicating with one important target audience—members of the nanoscale science community.