Toward an Ecosystem for Developing and Programming Assistive Environments

The first cohort of “baby boomers” are now 65 years or older, presaging a massive wave of aging “boomers” that could degrade health care and elder care over the next quarter-century. Cost-effective, high-impact technologies for aging, disabilities and independent living are urgently needed. In this paper, we present our experience in building “assistive environments” for older adults-the Gator Tech Smart House (GTSH) project. Numerous R&D efforts similar to ours are either underway or have recently been conducted. In most of these projects, prototypes have been built to achieve independence, well being, and in general, good quality of life. But prototyping a technology is one thing; commercial proliferation and creating a vibrant industry around such technology is an altogether different proposition. From the lessons learned in the GTSH, we analyze the impediments hindering the emergence of products and services for assistive environments, and present the blueprints of an ecosystem based on requirements drawn from the lessons learned. We believe the proposed ecosystem is an important beginning to providing better conditions for an accelerated proliferation of next-generation smart homes and assistive environments.

[1]  Choonhwa Lee,et al.  Assistive Environments for Individuals with Special Needs , 2005 .

[2]  Kevin Kelly,et al.  SODA: Service Oriented Device Architecture , 2006, IEEE Pervasive Computing.

[3]  Abdelsalam Helal Programming pervasive spaces , 2005, IEEE Pervasive Comput..

[4]  Abdelsalam Helal,et al.  Atlas: A Service-Oriented Sensor Platform , 2006 .

[5]  Christine Julien,et al.  Virtual sensors: abstracting data from physical sensors , 2006, 2006 International Symposium on a World of Wireless, Mobile and Multimedia Networks(WoWMoM'06).

[6]  Felix C. Freiling,et al.  Dependability Issues of Pervasive Computing in a Healthcare Environment , 2003, SPC.

[7]  Wail Gueaieb,et al.  SenseFace: A sensor network overlay for social networks , 2009, 2009 IEEE Instrumentation and Measurement Technology Conference.

[8]  Abdelsalam Helal,et al.  Safety Enhancing Mechanisms for Pervasive Computing Systems in Intelligent Environments , 2008, 2008 Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom).

[9]  Kun Li,et al.  Reactive Programming Optimizations in Pervasive Computing , 2010, 2010 10th IEEE/IPSJ International Symposium on Applications and the Internet.

[10]  Chao Chen,et al.  Toward a Programming Model for Safer Pervasive Spaces , 2010, 2010 7th International Conference on Ubiquitous Intelligence & Computing and 7th International Conference on Autonomic & Trusted Computing.

[11]  Abdelsalam Helal,et al.  An Action-Based Behavior Model for Persuasive Telehealth , 2010, ICOST.

[12]  Karl Aberer,et al.  A middleware for fast and flexible sensor network deployment , 2006, VLDB.

[13]  Biao Chen,et al.  Fusion of censored decisions in wireless sensor networks , 2005, IEEE Transactions on Wireless Communications.

[14]  Jung Wook Park,et al.  Estimation of Indoor Physical Activity Level Based on Footstep Vibration Signal Measured by MEMS Accelerometer in Smart Home Environments , 2009, MELT.

[15]  Abdelsalam Helal,et al.  Atlas: A Service-Oriented Sensor Platform: Hardware and Middleware to Enable Programmable Pervasive Spaces , 2006, Proceedings. 2006 31st IEEE Conference on Local Computer Networks.

[16]  G. Demiris,et al.  Technologies for an Aging Society: A Systematic Review of “Smart Home” Applications , 2008, Yearbook of Medical Informatics.

[17]  Abdelsalam Helal,et al.  Localized In-Network Detection and Tracking of Phenomena Clouds using Wireless Sensor Networks , 2009, Intelligent Environments.

[18]  R. Olfati-Saber,et al.  Consensus Filters for Sensor Networks and Distributed Sensor Fusion , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[19]  Abdelsalam Helal,et al.  Optimizing push/pull envelopes for energy-efficient cloud-sensor systems , 2011, MSWiM '11.

[20]  David Watson,et al.  The Last Inch at 70 Miles Per Hour , 2006, IEEE Pervasive Computing.

[21]  Eric Campo,et al.  A review of smart homes - Present state and future challenges , 2008, Comput. Methods Programs Biomed..

[22]  Kent Larson,et al.  Using a Live-In Laboratory for Ubiquitous Computing Research , 2006, Pervasive.

[23]  Abdelsalam Helal,et al.  Sensor-Aware Adaptive Push-Pull Query Processing in Wireless Sensor Networks , 2010, 2010 Sixth International Conference on Intelligent Environments.

[24]  Yong Wang,et al.  Energy-efficient computing for wildlife tracking: design tradeoffs and early experiences with ZebraNet , 2002, ASPLOS X.

[25]  William C. Mann,et al.  The Gator Tech Smart House: a programmable pervasive space , 2005, Computer.

[26]  Tae-Hyung Kim,et al.  Fault-resilient Ubiquitous Service Composition , 2007 .

[27]  Gregory D. Abowd,et al.  The Aware Home: A Living Laboratory for Ubiquitous Computing Research , 1999, CoBuild.

[28]  Yanfei Liu,et al.  Comfortable Driver Behavior Modeling for Car Following of Pervasive Computing Environment , 2005, International Conference on Computational Science.

[29]  Ramesh Govindan,et al.  Localized edge detection in sensor fields , 2003, Ad Hoc Networks.

[30]  Chao Chen,et al.  Device Integration in SODA Using the Device Description Language , 2009, 2009 Ninth Annual International Symposium on Applications and the Internet.

[31]  Panos K. Chrysanthis,et al.  Advances in concurrency control and transaction processing - executive briefing , 1996 .

[32]  D. Marples,et al.  The Open Services Gateway Initiative: an introductory overview , 2001, IEEE Commun. Mag..

[33]  Carolyn Markey VNAA Makes House (and Senate) Calls , 2006 .

[34]  Febo Cincotti,et al.  Smart homes to improve the quality of life for all , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[35]  Abdelsalam Helal,et al.  Modeling Human Activity Semantics for Improved Recognition Performance , 2011, UIC.

[36]  Abdelsalam Helal,et al.  Distributed mechanisms for enabling virtual sensors in service oriented intelligent environments , 2008 .

[37]  Diane J. Cook,et al.  MavHome: an agent-based smart home , 2003, Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003)..

[38]  Chao Chen,et al.  System-wide support for safety in pervasive spaces , 2011, Journal of Ambient Intelligence and Humanized Computing.

[39]  Jim Gray,et al.  The Transaction Concept: Virtues and Limitations (Invited Paper) , 1981, VLDB.

[40]  Abdelsalam Helal,et al.  Revisiting Human Activity Frameworks , 2010, S-CUBE.

[41]  C. Granger,et al.  Effectiveness of assistive technology and environmental interventions in maintaining independence and reducing home care costs for the frail elderly. A randomized controlled trial. , 1999, Archives of family medicine.

[42]  Abdelsalam Helal,et al.  Participatory Medicine: Leveraging Social Networks in Telehealth Solutions , 2009, ICOST.

[43]  Sumi Helal,et al.  Assurance-oriented activity recognition , 2011, SAGAware '11.

[44]  Andreas Reuter,et al.  Transaction Processing: Concepts and Techniques , 1992 .

[45]  Ken Barker,et al.  Efficient Data Harvesting for Tracing Phenomena in Sensor Networks , 2006, 18th International Conference on Scientific and Statistical Database Management (SSDBM'06).

[46]  Abdelsalam Helal,et al.  A Situation-Based Exception Detection Mechanism for Safety in Pervasive Systems , 2011, 2011 IEEE/IPSJ International Symposium on Applications and the Internet.