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1、Increasing an individual ' s quality of life via their intelligent homeThe hypothesis of this project is: can an individual' s quality oflife be increased by integrating ? intelligent technology ? into their homeenvironment. This hypothesis is very broad, and hence the researchers will inves
2、tigate it with regard to various, potentially over-lapping, sub-sections of the population. In particular, the project will focus on sub-sections with health-care needs, because it is believed that these sub-sections will receive the greatest benefit from this enhanced approach to housing. Two resea
3、rch questions flow from this hypothesis: what are the health-care issues that could be improved via ? intelligent housing ? , and what are the technological issues needing to be solved to allow ? intelligent housing ? to be constructed? While a small number of initiatives exist, outside Canada, whic
4、h claim to investigate this area, none has the global vision of this area. Work tends to be in small areas with only a limited idea of how the individual pieces contribute towards a greater goal. This project has a very strong sense of what it is trying to attempt, and believes that without this glo
5、bal direction the other initiatives will fail to address the large important issues described within various parts of this proposal, and that with the correct global direction the sumof the parts will produce much greater rewards than the individual components. This new field has many parallels with
6、 the field of business process engineering, where many products fail due to only considering a sub-set of the issues, typically the technology subset. Successful projects and implementations only started flow when people started to realize that a holistic approach was essential. This holistic requir
7、ement also applies to the field of ? smart housing ? ; if wegenuinely want it to have benefit to the community rather than just technologicalinterest. Having said this, much of the work outlined below is extremely important and contains a great deal of novelty within their individual topics.Health-C
8、are and Supportive housing :To date, there has been little coordinated research on how? smarthouse? technologies can assist frail seniors in remaining at home, and/or reduce the costs experienced by their informal caregivers. Thus, the purpose of the proposed research is to determine the usefulness
9、of a variety of residential technologies in helping seniors maintain their independence and in helping caregivers sustain their caring activities.The overall design of the research is to focus on two groups of seniors. The first is seniors who are being discharged from an acute care setting with the
10、 potential for reduced ability to remain independent. An example is seniors who have had hip replacement surgery. This group may benefit from technologies that would help them become adapted to their reduced mobility. The second is seniors who have a chronic health problem suchas dementia and who ar
11、e receiving assistance from an informal caregiver living at a distance. Informal caregivers living at a distance from the cared-for senior are at high risk of caregiver burnout. Monitoring the cared-for senior for health and safety is one of the important tasks done by such caregivers. Devices such
12、as floor sensors (to determine whether the senior has fallen) and access controls to ensure safety from intruders or to indicate elopement by a senior with dementia could reduce caregiver time spent commuting to monitor the senior.For both samples, trials would consist of extended periods of residen
13、ce within the 'smart house' . Samplesof seniors being discharged from acute care would be recruited from acute care hospitals. Samples of seniors being cared for by informal caregivers at a distance could be recruited through dementia diagnosis clinics or through request from caregivers for
14、respite.Limited amounts of clinical and health service research has been conducted upon seniors (with complex health problems) in controlled environments such as that represented by the ? smart house? . For example, it is known that night vision of the aged is poor but there is very little informati
15、on regarding the optimum level of lighting after wakening or for night activities. Falling is a major issue for older persons; and it results in injuries, disabilities and additional health care costs. For those with dementing illnesses, safety is the key issue during performance of the activities o
16、f daily living (ADL). It is vital for us to be ableto monitor where patients would fall during ADL. Patients and caregivers activities would be monitored and data will be collected in the following conditions.Projects would concentrate on sub-populations, with a view to collecting scientific data ab
17、out theirconditions and the impact oftechnology upon their life styles. For example:-Persons with stable chronic disability following a stroke and their caregivers: to research optimum models, types and location of various sensors for such patients (these patients may have neglect, hemiplegia, aphas
18、ia and judgment problems); to research pattern of movements during the ambulation, use of wheel chairs or canes on various type of floormaterial; to research caregivers support through e-health technology; to monitor frequencies and location of the falls; to evaluate the value ofsmart appliances for
19、 stroke patients and caregivers; to evaluate information and communication technology set up for Tele-homecare; toevaluate technology interface for Tele-homecare staff and clients; toevaluate the most effective way of lighting the various part of the house; to modify or develop new technology to enh
20、ance comfort and convenienceof stroke patients and caregivers; to evaluate the value of surveillance systems in assisting caregivers.-Persons with Alzheimer ' s disease and their caregivers: to evaluate the effect of smart house (unfamiliar environment) on their ability to conduct self-care with
21、 and without prompting; to evaluate their ability to use unfamiliar equipment in the smart house; to evaluate and monitor persons with Alzheimer ' s disease movementpattern; to evaluate and monitor falls or wandering; to evaluate the type and model of sensors to monitor patients; to evaluate the
22、 effect of wall color for patients and care givers; to evaluate the value of proper lighting.Technology - Ubiquitous Computing :The ubiquitous computing infrastructure is viewed as the backbone of the ? intelligence ? within the house. In common with all ubiquitous computing systems, the primary com
23、ponents with this system will be: the array of sensors, the communication infrastructure and the software control (based upon software agents) infrastructure. Again, it is considered essential that this topic is investigated holistically.Sensor design: The focus of research here will be development
24、of (micro)-sensors and sensor arrays using smart materials, e.g. piezoelectric materials, magneto strictive materials and shape memory alloys (SMAs). In particular, SMAs are a class of smart materials that are attractive candidates for sensing and actuating applications primarily because of their ex
25、traordinarily high work output/volume ratio compared to other smart materials. SMAs undergo a solid-solid phase transformation when subjected to an appropriate regime of mechanical and thermal load, resulting in a macroscopic change in dimensions and shape;this change is recoverable by reversing the
26、 thermo mechanical loading and is known as a one-way shape memoryeffect. Due to this material feature, SMAscan be used as both a sensor and an actuator. A very recent development is an effort to incorporate SMAsn micro-electromechanical systems (MEMS) so that these materials can be used as integral
27、parts of micro-sensors and actuators.MEMS are an area of activity where some of the technology is mature enough for possible commercial applications to emerge. Someexamples are micro-chemical analyzers, humidity and pressure sensors, MEMS for flow control, synthetic jet actuators and optical MEMSor
28、the next generation internet). Incorporating SMAs in MEMS is a relatively new effort in the research community; to the best of our knowledge, only one group (Prof.Greg Carman, Mechanical Engineering,University of California,LosAngeles) has successfully demonstrated the dynamic properties of SMA-base
29、d MEMS. Here, the focus willbe to harness the sensing andactuation capabilities of smart materials to design and fabricate useful and economically viable micro-sensors and actuators.Communications: Construction and use of an ? intelligent house? offers extensive opportunities to analyze and verify t
30、he operation of wireless and wired home-based communication services. While some of these are already widely explored, many of the issues have received little or no attention. It is proposed to investigate the following issues:- Measurement of channel statistics in a residential environment: knowled
31、ge of the indoor wireless channel statistics is critical for enabling the design of efficient transmitters and receivers, as well as determining appropriate levels of signal power, data transfer rates, modulation techniques, and error control codes for the wireless links. Interference, channel disto
32、rtion, and spectral limitations that arises as a result of equipment for the disabled (wheelchairs, IV stands, monitoring equipment, etc.) is of particular interest.- Design, analysis, and verification of enhanced antennas for indoor wireless communications. Indoor wireless communications present th
33、e need for compact and rugged antennas. New antenna designs, optimized for desired data rates, frequency of operation, and spatial requirements, could be considered.- Verification and analysis of operation of indoor wireless networks: wireless networking standards for home automation have recently b
34、een commercialized. Integration of one or more of these systems into the smart house would provide the opportunity to verify the operation of these systems, examine their limitations, and determine whether the standards are over-designed to meet typical requirements.- Determination of effective comm
35、unications wiring plans for? smarthomes.? : there exist performance/cost tradeoffs regarding wired and wireless infrastructure. Measurement and analysis of various wireless network configurations will allow for determination of appropriate network designs.- Consideration of coordinatingindoorcommuni
36、cation systems withlarger-scale communication systems: indoor wireless networks are local to the vicinity of the residence. There exist broader-scale networks, such as the cellular telephone network, fixed wireless networks, and satellite-based communication networks. The viability and usefulness of
37、 compatibility between these services for the purposes of health-care monitoring, the tracking of dementia patients, etc needs to be considered.Software Agents and their Engineering: An embedded-agent can be considered the equivalent of supplying a friendly expert with a product. Embedded-agents for
38、 Intelligent Buildings pose a number of challenges both at the level of the design methodology as well as the resulting detailed implementation. Projects in this area will include:- Architectures for large-scale agent systems for human inhabited environment:successful deployment of agent technology
39、inresidential/extended care environments requires the design of new architectures for these systems. A suitable architecture should be simple and flexibleto provide efficient agent operation in real time.At the same time, it should be hierarchical and rigid to allow enforcement of rules and restrict
40、ions ensuring safety of the inhabitants of the building system. These contradictory requirements have to be resolved by designing a new architecture that will be shared by all agents in the system.- Robust Decision and Control Structures for Learning Agents: to achieve life-long learning abilities,
41、the agents need to be equipped withpowerful mechanisms for learning and adaptation. Isolated use of some traditional learning systems is not possible due to high-expectedlifespan of these agents. Weintend to develop hybrid learning systems combining several learning and representation techniques in
42、an emergent fashion. Such systems will apply different approaches based on their own maturity and on the amount of change necessary to adapt to a new situation or learn new behaviors. To cope with high levelsof non-determinism (from such sources as interaction with unpredictable human users), robust
43、 behaviors will be designed and implemented capable of dealing with different types of uncertainty(e.g. probabilistic and fuzzy uncertainty) using advanced techniques for sensory and data fusion, and inference mechanisms based on techniques of computational intelligence.- Automatic modeling of real-
44、world objects, including individual householders: The problems here are:? the locating and extracting ?of information essential for representation of personality and habitsof an individual; development of systems that ? follow and adopt to ? individual ' s mood and behavior. The solutions, based
45、 on data mining and evolutionary techniques, will utilize: (1) clustering methods, classification tress and association discovery techniques for theclassification and partition of important relationships among different attributes for various features belonging to an individual, this is an essential
46、 element in finding behavioral patterns of anindividual; and (2) neuro-fuzzy and rule-based systems with learningand adaptation capabilities used to develop models of an individual's characteristics, this is essential for estimation and predictionof potential activities and forward planning.- In
47、vestigation of framework characteristics for ubiquitous computing: Consider distributed and internet-based systems, which perhaps have the most in commonwith ubiquitous computing, here again, the largest impact is not from specific software engineering processes, but is from available software frame
48、works or ( toolkits ' , which allow the rapid construction and deployment of many of the systems in these areas.Hence, it is proposed that the construction of the ubiquitous computing infrastructure for the ? smart house ? should also be utilized as a software engineering study. Researchers woul
49、d start by visiting the few genuine ubiquitous computing systems in existence today, to try to build up an initial picture of the functionality of the framework.(This approach has obviously parallels with the approach of GammaHelm,Johnson and Vlissides deployed for their groundbreaking work on ? des
50、ign patterns ? . Unfortunately, in comparison to their work, the sample size here will be extremely small, and hence, additional work will be required to produce reliable answers.) This initial framework will subsequently be used as the basis of the smart house' s software system. Undoubtedly, t
51、his initial framework will substantially evolve during the construction of the system, as the requirements of ubiquitous computing environment unfold. It is believed that such close involvement in the construction of a system is a necessary component in producing a truly useful and reliable artifact
52、. By the end of the construction phase, it is expected to produce a stable framework, which can demonstrate that a large number of essential characteristics (or patterns) have been found for ubiquitous computing.- Validation and Verification (V&V) issues for ubiquitous computing: it is hoped tha
53、t the house will provide a test-bed for investigating validation and verification (V&V) issues for ubiquitous computing. The house will be used as an assessment vehicle to determine which, if any, V&Vtechniques, tools or approaches are useful within this environment. Further, it is planned to make this trial facility available to researchers worldwide to increase the use of this vehicle. In thelong-term, it is expected that the facilities offered by this infrastructure will evolve into an
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