Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring

There exists a technological momentum towards the development of unobtrusive, simple, and reliable systems for long-term sleep monitoring. An off-the-shelf commercial pressure sensor meeting these requirements is the Emfit QS. First, the potential for sleep apnea screening was investigated by revealing clusters of contaminated and clean segments. A relationship between the irregularity of the data and the sleep apnea severity class was observed, which was valuable for screening (sensitivity 0.72, specificity 0.70), although the linear relation was limited ( R 2 of 0.16). Secondly, the study explored the suitability of this commercial sensor to be merged with gold standard polysomnography data for future sleep monitoring. As polysomnography (PSG) and Emfit signals originate from different types of sensor modalities, they cannot be regarded as strictly coupled. Therefore, an automated synchronization procedure based on artefact patterns was developed. Additionally, the optimal position of the Emfit for capturing respiratory and cardiac information similar to the PSG was identified, resulting in a position as close as possible to the thorax. The proposed approach demonstrated the potential for unobtrusive screening of sleep apnea patients at home. Furthermore, the synchronization framework enabled supervised analysis of the commercial Emfit sensor for future sleep monitoring, which can be extended to other multi-modal systems that record movements during sleep.

Industrialization and Revolt

Chapter 5 charts the effects of these developments as the power system, upon completion in 1932, gained technological momentum, cementing the worldview and power relations it had participated in producing. The 1930s saw rapid industrial growth in the Jewish community and simultaneous economic decline and political realignment in the Palestinian Arab community, especially during the years of the Great Arab Revolt, 1936–1939.

The United States and Alternative Energies since 1980: Technological Fix or Regime Change?

Awareness of global warming has been widespread for two decades, yet the American political system has been slow to respond. This essay examines, first, political explanations for policy failure, focusing at the federal level and outlining both short-term partisan and structural explanations for the stalemate. The second section surveys previous energy regimes and the transitions between them, and policy failure is explained by the logic of Thomas Hughes’s ‘technological momentum’. The third section moves to an international perspective, using the Kaya Identity and its distinction between energy intensity and carbon intensity to understand in policy terms ‘technological fixes’ vs. low-carbon alternatives. The final section reframes US energy policy failure and asks: (1) Why, between 1980 and 1999, was America’s actual performance in slowing CO2emissions better than its politics would seem capable of delivering? (2) How and why has the United States since c. 2007 managed to reduce per capita CO2emissions?

The Momentum of the Technology of the Classroom

This paper examines the viability of the concept of “technological momentum” from Thomas Hughes’ Technological Systems Theory in the context of the adoption and use of online courses in post-secondary education. A case study approach using qualitative interviews is used to explore the “technological momentum” of the classroom as professors adopt the use of online courses. The findings provide specific examples of how previous classroom practice influences professors’ attitudes and practice in relation to the adoption and use of online courses.

Materials for Flat-Panel Displays

Flat-panel displays (FPDs) will soon become ubiquitous products in our homes, workplaces, and a number of places in between. Familiar display applications pioneered by the venerable cathode-ray tube (CRT) will progressively utilize a number of different FPDs. Flat-panel displays will also initiate and pioneer new applications, as was the case with notebook computers and personal digital assistants.The future proliferation of FPDs can no longer be doubted for two simple reasons. First, such devices help us cope with this already information-saturated society. Second, the technological momentum and financial commitment needed for FPDs to take hold are already irreversibly set in place. It is the insatiable current and near-future demand that are pulling the field, and that are fueling a flurry of research and development activities. The display market has grown in size from tens of millions of dollars only a decade ago to a nearly ten-billion-dollar industry. This market growth is expected to continue at a brisk pace during the next decade.This of course is in no way bad news for materials scientists and engineers. We nearly always benefit from development of new and complex products. It is in regard to these rather incipient but advanced manufacturing technologies where we often encounter challenging, relevant, and interesting materials problems. The better we address these obstacles during these early and therefore critical times, the more successful the FPD technology will be in fulfilling the potential opportunities that lie ahead.