Incremental Coding for Real-Time Remote Control over Bandwidth-Limited Channels and Its Applications in Smart Grids.

Remote control over communication networks with bandwidth-constrained channels has attracted considerable recent attention because it holds the promise of enabling a large number of real-time applications, such as autonomous driving, smart grids, and the industrial internet of things (IIoT). However, due to the limited bandwidth, the sub-packets or even bits have to be transmitted successively, thereby experiencing non-negligible latency and inducing serious performance loss in remote control. To overcome this, we introduce an incremental coding method, in which the actuator acts in real time based on a partially received packet instead of waiting until the entire packet is decoded. On this basis, we applied incremental coding to a linear control system to obtain a remote-control scheme. Both its stability conditions and average linear-quadratic-Gaussian-(LQG) cost are presented. Then, we further investigated a multi-user remote-control method, with a particular focus on its applications in the demand response of smart grids over bandwidth-constrained communication networks. The utility loss due to the bandwidth constraint and communication latency are minimized by jointly optimizing the source coding and real-time demand response. The numerical results show that the incremental-coding-aided remote control performed well in both single-user and multi-user scenarios and outperformed the conventional zero-hold control scheme significantly under the LQG metric.

A multi-method approach to assessing health information systems end users' training needs.

Many existing training programs for Health Information Systems (HIS) do not adequately satisfy end users' needs nor meet training objectives. This is because they do not envisage the problems that users may encounter when performing specific tasks. Therefore the first priority for the development of an effective training program is to precisely assess the end users' training needs, a process called Training Needs Assessment (TNA). Applying traditional approaches for TNA, such as interviews or surveys alone, however, may be insufficient because they are limited in their capacity to reveal the cognitive processes of end users. Usability testing, with its ability to gather data about human computer interaction, overcomes the deficiencies of these traditional approaches. This paper proposes a multi-method approach, which combines usability testing together with traditional methods, such as interviews or questionnaire surveys to assess HIS end users' training needs. This innovative method is able to precisely reveal the training needs for different levels of HIS users. A case study, which applied this method to assess the training needs for users of a nursing information system demonstrates its feasibility.

Computer-based nursing documentation in nursing homes: A feasibility study.

The burden of paper-based nursing documentation has led to increasing complaints and decreasing job satisfaction amongst aged-care workers in Australian nursing homes. The automation of nursing documentation has been identified as one of the possible strategies to address this issue. A major obstacle to the introduction of IT solutions, however, has been a prevailing doubt concerning the ability and/or the willingness of aged-care workers to accept such innovation. This research investigates the attitudes of aged-care workers towards adopting IT innovation. Questionnaire survey were conducted in 13 nursing homes around the Illawarra and Sydney regions in Australia. The survey found that an unexpected 89.3% of participants supported the strategy of introducing electronic nursing documentation systems into residential aged-care facilities. 94.3% of them would use such a system depending on circumstances. Despite a shortage of computers in the workplace, which is a major barrier, this research provides strong evidence that care workers in residential aged-care facilities are willing to accept electronic nursing documentation practice and the uptake of information technology in residential aged-care is feasible in Australia.