A Survey on Wandering Behavior Management Systems for Individuals with Dementia

Alzheimer’s and related dementia are associated with a gradual decline in cognitive abilities of an individual, impairing independent living abilities. Wandering, a purposeless disoriented locomotion tendency or behavior of dementia patients, requires constant caregiver supervision to reduce the risk of phys-ical harm to patients. Integrating technology into care ecology has the potential to alleviate stress and expense. An automatic wandering detection system integrated with an intervention mod-ule may provide warnings and assistive suggestions in times of abnormal behavior. In this study, we survey existing research on technology aided methodologies and algorithms used in detection and management of wandering behavior of individuals affected with dementia. Our study provides insights into mechanisms of collecting movement data and finding patterns that distinguish wandering from normal behavior.

[1]  W. Kearns,et al.  Tortuosity in Movement Paths Is Related to Cognitive Impairment , 2010, Methods of Information in Medicine.

[2]  Fran Casino,et al.  A study on the detection of wandering patterns in human trajectories , 2015, 2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA).

[3]  Carlos Alberto V. Campos,et al.  An Analysis of Human Mobility Using Real Traces , 2009, 2009 IEEE Wireless Communications and Networking Conference.

[4]  Fillia Makedon,et al.  A framework for the assessment of wandering behavior , 2015, PETRA.

[5]  Yao-Jen Chang,et al.  Anomaly detection for travelling individuals with cognitive impairments , 2010, ASAC.

[6]  K. H. Gulkesen,et al.  Development of a social support intervention with a network of caregivers to find wandering Alzheimer's patients as soon as possible: A social computing application in healthcare , 2013, 2013 8th International Symposium on Health Informatics and Bioinformatics.

[7]  C. Robusto The Cosine-Haversine Formula , 1957 .

[8]  F. Miskelly Electronic tracking of patients with dementia and wandering using mobile phone technology. , 2005, Age and ageing.

[9]  Xingshe Zhou,et al.  Detecting wandering behavior based on GPS traces for elders with dementia , 2012, 2012 12th International Conference on Control Automation Robotics & Vision (ICARCV).

[10]  J. A. Rodríguez-Velázquez,et al.  Subgraph centrality in complex networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[11]  H. Ogawa,et al.  A mobile phone-based Safety Support System for wandering elderly persons , 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[12]  Chiew Tong Lau,et al.  Preliminary results of using inertial sensors to detect dementia- related wandering patterns , 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[13]  Yves Demazeau,et al.  iRoute: Cognitive Support for Independent Living Using BDI Agent Deliberation , 2011, PAAMS.

[14]  B. Reisberg,et al.  The Global Deterioration Scale for assessment of primary degenerative dementia. , 1982, The American journal of psychiatry.

[15]  Mizue Suzuki,et al.  Feasibility Study of the Integrated Circuit Tag Monitoring System for Dementia Residents in Japan , 2007, American journal of Alzheimer's disease and other dementias.

[16]  K. Doughty,et al.  DIANA-a telecare system for supporting dementia sufferers in the community , 1998, Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286).

[17]  William D. Kearns,et al.  A unified grid-based wandering pattern detection algorithm , 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[18]  Volker Wulf,et al.  Addressing the subtleties in dementia care: pre-study & evaluation of a GPS monitoring system , 2014, CHI.

[19]  Joy Ng,et al.  Not All Who Wander Are Lost: Smart Tracker for People with Dementia , 2016, CHI Extended Abstracts.

[20]  Alzheimer’s Association 2017 Alzheimer's disease facts and figures , 2017, Alzheimer's & Dementia.

[21]  N.K. Vuong,et al.  A predictive location-aware algorithm for dementia care , 2011, 2011 IEEE 15th International Symposium on Consumer Electronics (ISCE).

[22]  Jesse Hoey,et al.  LaCasa: Location and context-aware safety assistant , 2012, 2012 6th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.

[23]  Stefan Sävenstedt,et al.  Designing & evaluating a cognitive prosthetic for people with mild dementia , 2010, ECCE.

[24]  Gregory M. P. O'Hare,et al.  Orange alerts: Lessons from an outdoor case study , 2011, 2011 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.

[25]  M. Prince,et al.  World Alzheimer report 2016: improving healthcare for people living with dementia: coverage, quality and costs now and in the future , 2016 .

[26]  P. Olivier,et al.  Keeping In Touch Everyday (KITE) project: developing assistive technologies with people with dementia and their carers to promote independence , 2009, International Psychogeriatrics.

[27]  William D. Kearns,et al.  Wireless telesurveillance system for detecting dementia , 2011 .

[28]  Yoshiharu Yonezawa,et al.  A new safety support system for wandering elderly persons , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[29]  K. Shimizu,et al.  Location system for dementia wandering , 2000, Proceedings of the 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Cat. No.00CH37143).

[30]  K. Nakajima,et al.  Unconstrained monitoring of prevention of wandering the elderly , 2002, Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology.

[31]  Chad A. Phipps,et al.  CareWatch: A Home Monitoring System for Use in Homes of Persons With Cognitive Impairment , 2007, Topics in geriatric rehabilitation.

[32]  Akihiro Kajiwara,et al.  Elderly-care motion sensor using UWB-IR , 2011, 2011 IEEE Sensors Applications Symposium.

[33]  Agusti Solanas,et al.  Wandering analysis with mobile phones: On the relation between randomness and wandering , 2015, 2015 International Conference on Pervasive and Embedded Computing and Communication Systems (PECCS).

[34]  Kristine Holbø,et al.  Safe walking technology for people with dementia: what do they want? , 2013, ASSETS.

[35]  Krzysztof Z. Gajos,et al.  Opportunity Knocks: A System to Provide Cognitive Assistance with Transportation Services , 2004, UbiComp.

[36]  D. Galasko,et al.  Adjunctive Therapy in Patients with Alzheimer’s Disease , 1995, Drugs & aging.

[37]  Antoni Martínez-Ballesté,et al.  Monitoring people with MCI: Deployment in a real scenario for low-budget smartphones , 2015, 2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA).

[38]  E B Larson,et al.  Wandering: a significant problem among community-residing individuals with Alzheimer's disease. , 1998, The journals of gerontology. Series B, Psychological sciences and social sciences.

[39]  Louise McCabe,et al.  Supporting safe walking for people with dementia: User participation in the development of new technology , 2013 .

[40]  E L Bogue,et al.  The Algase wandering scale: Initial psychometrics of a new caregiver reporting tool , 2001, American journal of Alzheimer's disease and other dementias.

[41]  Gregory M. P. O'Hare,et al.  OutCare: Supporting Dementia Patients in Outdoor Scenarios , 2010, KES.

[42]  D. Gavin-Dreschnack,et al.  Mapping the maze of terms and definitions in dementia-related wandering , 2007, Aging & mental health.

[43]  Xingshe Zhou,et al.  Disorientation detection by mining GPS trajectories for cognitively-impaired elders , 2015, Pervasive Mob. Comput..

[44]  Fang-Yie Leu,et al.  A Wandering Path Tracking and Fall Detection System for People with Dementia , 2014, 2014 Ninth International Conference on Broadband and Wireless Computing, Communication and Applications.

[45]  Daniel Izquierdo-Cortazar,et al.  Outdoors Monitoring of Elderly People Assisted by Compass, GPS and Mobile Social Network , 2009, IWANN.

[46]  Chiew Tong Lau,et al.  Automated detection of wandering patterns in people with dementia , 2014 .

[47]  Chiew Tong Lau,et al.  Feasibility study of a real-time wandering detection algorithm for dementia patients , 2011, MobileHealth '11.

[48]  L. McNeal,et al.  Travel behavior of nursing home residents perceived as wanderers and nonwanderers. , 1991, The Gerontologist.

[49]  Wolfgang Trumler,et al.  Comparison of Different Methods for Next Location Prediction , 2006, Euro-Par.

[50]  Frank Sposaro,et al.  iWander: An Android application for dementia patients , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[51]  Enrique J. Gómez,et al.  Design and Technical Evaluation of an Enhanced Location-Awareness Service Enabler for Spatial Disorientation Management of Elderly With Mild Cognitive Impairment , 2015, IEEE Journal of Biomedical and Health Informatics.